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JD Cloud Developers
JD Cloud Developers
Feb 1, 2021 · Artificial Intelligence

Top AI, Cloud, and Blockchain Breakthroughs This Week

This week’s developer newsletter highlights Google’s new TReCS framework for text‑image translation, OpenAI’s massive 7,500‑node Kubernetes scaling for machine learning, Apache ECharts 5 release, WebRTC becoming an official standard, China’s autonomous "长安链" blockchain, JD’s open‑source FaceX‑Zoo toolkit, and two AAAI 2021 papers on graph diffusion traffic forecasting and label‑confusion‑enhanced text classification.

AIData visualizationOpen Source
0 likes · 8 min read
Top AI, Cloud, and Blockchain Breakthroughs This Week
Tencent Tech
Tencent Tech
Jan 29, 2021 · Artificial Intelligence

Can AI Revolutionize Blood Cell Analysis? Tencent and Mindray’s New Partnership

Tencent AI Lab and Shenzhen Mindray have signed an AI cooperation framework to develop an automated blood cell analysis system that leverages machine learning, computer vision, and cloud solutions, aiming to improve early disease screening, reduce costs, and address the shortage of skilled microscopy personnel.

AIBlood AnalysisHealthcare
0 likes · 6 min read
Can AI Revolutionize Blood Cell Analysis? Tencent and Mindray’s New Partnership
Baidu Geek Talk
Baidu Geek Talk
Jan 29, 2021 · Artificial Intelligence

Intelligent Color Extraction Service: Architecture, Algorithms, and Applications

The Intelligent Color Extraction Service automatically analyzes forum avatars to generate cohesive background, font, button, and overlay colors for day, night, and dark modes, using octree quantization, region and color saliency, hue‑family selection, and visual strategies, delivering a scalable end‑to‑end solution across dozens of Baidu products.

AIIntelligent Color ExtractionSystem Architecture
0 likes · 11 min read
Intelligent Color Extraction Service: Architecture, Algorithms, and Applications
Kuaishou Large Model
Kuaishou Large Model
Jan 28, 2021 · Artificial Intelligence

How Portrait Deformation Powers Modern Beauty Filters: Algorithms Explained

This article explores the core portrait deformation techniques behind today’s beauty and body‑shaping effects—covering affine transforms, Moving Least Squares, triangulation, liquify, offset, 3D mesh, and deep‑learning approaches—detailing their principles, implementations, and visual results in live‑streaming and short‑video apps.

AIbeauty filterscomputer vision
0 likes · 13 min read
How Portrait Deformation Powers Modern Beauty Filters: Algorithms Explained
58 Tech
58 Tech
Jan 27, 2021 · Artificial Intelligence

Model Iteration and Architecture of the BangBang Intelligent Customer Service QABot

This article details the BangBang intelligent customer service system's overall architecture, core capabilities, knowledge‑base construction, and successive model upgrades—from FastText to TextCNN, Bi‑LSTM, and model fusion—showing how each iteration improved accuracy, recall, and F1 scores toward a stable 95% performance level.

AILSTMTextCNN
0 likes · 12 min read
Model Iteration and Architecture of the BangBang Intelligent Customer Service QABot
Baidu Intelligent Testing
Baidu Intelligent Testing
Jan 27, 2021 · Artificial Intelligence

Baidu Mini‑Program Online Quality Assurance System: AI‑Driven Automated Traversal, Page Anomaly Detection, and Cloud‑Phone Cluster

This article describes how Baidu built an end‑to‑end online quality‑assurance platform for its mini‑program ecosystem, leveraging AI‑powered automated traversal, intelligent page‑exception detection, and a scalable cloud‑phone cluster to identify red‑line issues, improve audit efficiency, and reduce manual effort.

AIcloud phoneimage recognition
0 likes · 20 min read
Baidu Mini‑Program Online Quality Assurance System: AI‑Driven Automated Traversal, Page Anomaly Detection, and Cloud‑Phone Cluster
JD Cloud Developers
JD Cloud Developers
Jan 25, 2021 · Artificial Intelligence

Top Tech Highlights: AI Advances, Open‑Source Rankings, and New Hardware in Jan 2021

This weekly roundup covers ShardingSphere's top‑5 ranking among Chinese‑led open‑source projects, Taro's entry into the 2020 China Open‑Source TOP4, Raspberry Pi Pico's $4 launch, Visual Studio's native WSL 2 support, Elasticsearch's license shift, Facebook's AI for the visually impaired, JD's future‑tech whitepaper, an AAAI paper on modal‑free segmentation, and SimCLR applied to NLP pre‑training.

AIHardwareNLP
0 likes · 6 min read
Top Tech Highlights: AI Advances, Open‑Source Rankings, and New Hardware in Jan 2021
Architects' Tech Alliance
Architects' Tech Alliance
Jan 24, 2021 · Fundamentals

RISC‑V Instruction Set Architecture: Background, Technical Features, Ecosystem, and Industry Applications

The article provides a comprehensive overview of RISC‑V, covering its origins amid trade‑war pressures, open‑source technical characteristics, growing global and Chinese ecosystem, comparisons with ARM and x86, and its emerging role in low‑power, customizable chips for IoT and AI applications.

AIInstruction Set ArchitectureIoT
0 likes · 10 min read
RISC‑V Instruction Set Architecture: Background, Technical Features, Ecosystem, and Industry Applications
58 Tech
58 Tech
Jan 22, 2021 · Artificial Intelligence

AI + CRM: Improving Enterprise Performance and Efficiency

This article describes how 58.com’s AI Lab integrated machine‑learning and recommendation techniques into its CRM system, redesigning sales workflows, introducing the “Michigan” model, and deploying XGBoost and MMoE models to boost key metrics such as transfer rate and 60‑second effective call rate, achieving significant performance gains.

AICRMMachine Learning
0 likes · 20 min read
AI + CRM: Improving Enterprise Performance and Efficiency
21CTO
21CTO
Jan 21, 2021 · Big Data

Top 5 Big Data Trends Shaping 2021: Cloud, AI, IoT, DaaS & Edge Computing

In 2021 big data will keep expanding, driven by five key trends—cloud migration, augmented analytics, IoT integration, Data‑as‑a‑Service growth, and the rise of edge computing—that together help developers make data‑driven decisions and innovate across industries.

AIIoT
0 likes · 4 min read
Top 5 Big Data Trends Shaping 2021: Cloud, AI, IoT, DaaS & Edge Computing
DevOps
DevOps
Jan 20, 2021 · Artificial Intelligence

Kevin Kelly on Techno Learning, AI, and the Future of Education

In a 2020 talk, Kevin Kelly explores how the rapid rise of smartphones and emerging technologies like smart glasses and mixed reality will reshape learning, emphasizing the need to master "Techno Learning," collaborate with AI, and focus on asking better questions for the next 5,000 days.

AIMixed RealityTechno Learning
0 likes · 16 min read
Kevin Kelly on Techno Learning, AI, and the Future of Education
Architects' Tech Alliance
Architects' Tech Alliance
Jan 18, 2021 · Fundamentals

RISC‑V: A Lightweight Instruction Set for the Heterogeneous IoT Era

The article introduces three major instruction‑set families—CISC (x86), RISC (ARM) and the ultra‑lightweight RISC‑V—explaining how RISC‑V, as the fifth‑generation RISC architecture, balances data throughput and speed, making it an ideal, self‑controlled solution for China’s AI and IoT development despite its still‑growing ecosystem.

AIInstruction Set ArchitectureIoT
0 likes · 2 min read
RISC‑V: A Lightweight Instruction Set for the Heterogeneous IoT Era
JD Cloud Developers
JD Cloud Developers
Jan 18, 2021 · Artificial Intelligence

What’s New This Week? AI Model, MR Glasses, TypeScript 4.2, Go Generics & More

This week’s developer newsletter highlights China’s 11.3‑billion‑parameter Wenhui AI model, Rokid’s dual‑camera MR glasses, the TypeScript 4.2 beta release, a Go generics proposal for 1.18, Docker’s 2021 priorities, the Industrial Internet action plan, a robust DARTS paper from ICLR 2021, and the open‑source TextBox library for text generation.

AIDockerGo
0 likes · 8 min read
What’s New This Week? AI Model, MR Glasses, TypeScript 4.2, Go Generics & More
MaGe Linux Operations
MaGe Linux Operations
Jan 17, 2021 · Artificial Intelligence

Top 10 Must‑Know Python Libraries of 2020 (Plus Bonus Picks)

This article presents the 2020 Python library ranking, explaining the selection criteria and highlighting ten standout libraries—ranging from CLI tools like Typer and Rich to AI‑focused frameworks such as Hydra, PyTorch Lightning, Hummingbird, and HiPlot—plus several honorable mentions.

AICLIMachine Learning
0 likes · 13 min read
Top 10 Must‑Know Python Libraries of 2020 (Plus Bonus Picks)
iQIYI Technical Product Team
iQIYI Technical Product Team
Jan 15, 2021 · Artificial Intelligence

How AI is Transforming Video Creation and Consumption at Scale

The article examines how iQIYI leverages AI across the video ecosystem—from intelligent material search, old‑film restoration, and voice cloning to virtual idols, XR production, and AI‑driven advertising—to boost creator efficiency, enhance user experience, and accelerate industry-wide digital transformation.

AIIndustry Insightscomputer vision
0 likes · 14 min read
How AI is Transforming Video Creation and Consumption at Scale
DevOps
DevOps
Jan 15, 2021 · Artificial Intelligence

Elon Musk Discusses AI, Autonomous Driving, Battery Materials, Space Colonization, and Personal Philosophy in an Interview with Mathias Döpfner

In a comprehensive interview, Elon Musk shares his views on artificial intelligence, the future of autonomous vehicles, battery resource challenges, the strategic importance of Tesla's Berlin factory, his personal wealth philosophy, the need for multi‑planetary humanity, and his definition of himself as an engineer.

AIAutonomous DrivingBattery Materials
0 likes · 39 min read
Elon Musk Discusses AI, Autonomous Driving, Battery Materials, Space Colonization, and Personal Philosophy in an Interview with Mathias Döpfner
Programmer DD
Programmer DD
Jan 14, 2021 · Artificial Intelligence

What Are Alibaba DAMO Academy’s 2021 Top Ten Tech Trends Shaping the Future?

Alibaba’s DAMO Academy unveils its 2021 top ten technology trends, highlighting breakthroughs in third‑generation semiconductors, post‑quantum computing, flexible carbon‑based electronics, AI‑driven drug discovery, brain‑computer interfaces, autonomous data processing, cloud‑native architectures, smart agriculture, industrial IoT, and intelligent city operation centers.

AIQuantum ComputingSemiconductors
0 likes · 7 min read
What Are Alibaba DAMO Academy’s 2021 Top Ten Tech Trends Shaping the Future?
NetEase Game Operations Platform
NetEase Game Operations Platform
Jan 9, 2021 · Operations

Real-Time Log Intelligent Classification Practice

This article describes how NetEase built a real‑time log intelligent classification system using Flink and AI algorithms, detailing the challenges of massive log volumes, the Drain template‑extraction method, algorithm workflow, performance results, and a practical case study that demonstrates reduced alert storms and faster issue diagnosis.

AIDrain algorithmFlink
0 likes · 15 min read
Real-Time Log Intelligent Classification Practice
Tencent Tech
Tencent Tech
Jan 8, 2021 · Artificial Intelligence

Tencent’s First T17 Scientist: The AI & Robotics Pioneer Driving Breakthroughs

Zhang Zhengyou, head of Tencent AI Lab and Robotics X, has become the company’s inaugural T17‑level researcher, a distinction earned through pioneering work in AI‑driven agriculture, virtual humans, facial recognition, speech front‑ends, advanced robotics like the Jamoca quadruped, and contributions such as the Go AI “Absolute Art”.

AITencent
0 likes · 6 min read
Tencent’s First T17 Scientist: The AI & Robotics Pioneer Driving Breakthroughs
Aotu Lab
Aotu Lab
Jan 8, 2021 · Frontend Development

Front‑End Tech Highlights: Video Players, Performance Tips, AI Recommendations

From the rise and fall of Flash to modern front‑end video playback techniques, performance optimization strategies, AI recommendation fundamentals, CLI design best practices, and a glimpse into game development and algorithm analysis, this article surveys diverse cutting‑edge technologies shaping today’s software landscape.

AICLIFrontend
0 likes · 10 min read
Front‑End Tech Highlights: Video Players, Performance Tips, AI Recommendations
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Jan 7, 2021 · Artificial Intelligence

How AI and Cloud Tech Are Revolutionizing Grain Storage Safety in China

The Chinese "Grain Shield" project, led by Beijing University of Posts and Telecommunications, uses AI, deep‑learning and Huawei Cloud services to automatically detect pests and mold in grain silos, dramatically cutting post‑harvest loss, reducing chemical use, and demonstrating a scalable smart‑agriculture solution across dozens of provinces.

AICloud ComputingData Analytics
0 likes · 12 min read
How AI and Cloud Tech Are Revolutionizing Grain Storage Safety in China
Sohu Tech Products
Sohu Tech Products
Jan 6, 2021 · Artificial Intelligence

Overview of Main Model Compression and Acceleration Techniques: Structural Optimization, Pruning, Quantization, and Knowledge Distillation

This article reviews four mainstream model compression and acceleration methods—structural optimization, pruning, quantization, and knowledge distillation—explaining their principles, implementations, and performance, and presents practical examples such as DistillBERT, TinyBERT, and FastBERT with comparative results.

AIKnowledge DistillationModel Compression
0 likes · 14 min read
Overview of Main Model Compression and Acceleration Techniques: Structural Optimization, Pruning, Quantization, and Knowledge Distillation
Didi Tech
Didi Tech
Jan 6, 2021 · Artificial Intelligence

Key Challenges and Technologies for Autonomous Driving Vehicle Platforms and Hardware

The article examines how electrification, intelligence, connectivity and sharing drive new autonomous‑driving requirements, detailing challenges in vehicle platform architecture, sensor technologies (camera, lidar, radar), high‑performance computing, integration, and rigorous test validation needed to achieve pre‑installed mass‑production autonomous vehicles.

AIHardware integrationHigh Performance Computing
0 likes · 15 min read
Key Challenges and Technologies for Autonomous Driving Vehicle Platforms and Hardware
DataFunSummit
DataFunSummit
Jan 5, 2021 · Artificial Intelligence

Rapidly Building Graph Algorithm Tasks on Tencent Cloud TI-ONE Platform

This article explains how developers can quickly create and run graph algorithm tasks, such as GraphSage, on Tencent Cloud's TI-ONE platform by leveraging its drag‑and‑drop workflow, built‑in Angel algorithms, and flexible resource management to accelerate AI model deployment.

AIAngelTI-ONE
0 likes · 8 min read
Rapidly Building Graph Algorithm Tasks on Tencent Cloud TI-ONE Platform
DataFunTalk
DataFunTalk
Jan 5, 2021 · Artificial Intelligence

OpenIE‑Based Knowledge Graph Construction for Vertical Domains

This article explores the challenges of enterprise knowledge management and presents vertical‑domain knowledge graph construction techniques based on OpenIE, covering data analysis, extraction methods, SPO modeling, both closed‑ and open‑domain approaches, and practical applications such as chatbots, search and intelligent QA.

AIOpenIESPO extraction
0 likes · 12 min read
OpenIE‑Based Knowledge Graph Construction for Vertical Domains
NetEase Smart Enterprise Tech+
NetEase Smart Enterprise Tech+
Jan 5, 2021 · Artificial Intelligence

How AI-Powered Super-Resolution is Transforming Real-Time Video Communication

AI-driven super-resolution, once limited to academic research, is now tackling real-time video communication challenges by evolving from early interpolation methods to deep learning models, addressing issues of model size, generalization, and real-world degradation, while lightweight networks and encoding-aware techniques promise practical deployment.

AIReal-time Videoimage enhancement
0 likes · 12 min read
How AI-Powered Super-Resolution is Transforming Real-Time Video Communication
JD Cloud Developers
JD Cloud Developers
Jan 4, 2021 · Fundamentals

What’s New This Week? 3D File Specs, AI Benchmarks, Cloud PC & More

This week’s developer newsletter covers the release of a unified 3D data file specification, Adobe Flash’s end of life, deepin OS 20.1 updates, China Telecom’s quantum‑secure call service, a call for new AI benchmarks, Windows 10 Cloud PC details, YOLObile’s 19 FPS mobile detection breakthrough, and the RealFormer transformer improvement.

3D file formatAICloud Computing
0 likes · 8 min read
What’s New This Week? 3D File Specs, AI Benchmarks, Cloud PC & More
Top Architect
Top Architect
Jan 2, 2021 · Operations

Weekly Tech Highlights: JD Seckill Script, Btrfs Performance Regression, Linux on N64, MuZero AI, Ruby 3.0 Release and More

This weekly roundup covers a Chinese open‑source JD seckill script topping GitHub trends, a severe Btrfs slowdown in Linux 5.10, native Linux WeChat for UOS, Flash Player removal, Mi 11 kernel open‑source, Ruby 3.0 launch, record app‑store spending, Linux ported to Nintendo N64, DeepMind's MuZero AI, and Huawei's leading Linux‑5.10 contributions.

AIBtrfsOpen Source
0 likes · 10 min read
Weekly Tech Highlights: JD Seckill Script, Btrfs Performance Regression, Linux on N64, MuZero AI, Ruby 3.0 Release and More
Taobao Frontend Technology
Taobao Frontend Technology
Dec 31, 2020 · Frontend Development

How P2C Turns PRD into Code: Alibaba’s Front‑End Intelligent Automation

This talk explains Alibaba’s P2C (PRD‑to‑Code) system, detailing how extending design‑to‑code pipelines to product requirement documents, combined with intelligent labeling and logic‑point extraction, enables front‑end engineers and product designers to automate code generation and accelerate development across the entire product lifecycle.

AIP2CProduct Development
0 likes · 22 min read
How P2C Turns PRD into Code: Alibaba’s Front‑End Intelligent Automation
Tencent Tech
Tencent Tech
Dec 31, 2020 · Artificial Intelligence

How Tencent’s WeKick AI Dominated the Google Football Kaggle Competition

Tencent AI Lab’s WeKick AI clinched the inaugural Google Football Kaggle championship with a score of 1785.8, outpacing over 1,100 research teams by leveraging a migrated full‑stack architecture, custom reinforcement‑learning frameworks, GAIL imitation learning, and a multi‑style League training pipeline that together showcase the power and generality of deep reinforcement learning for complex multi‑agent tasks.

AIGAILGoogle Football
0 likes · 8 min read
How Tencent’s WeKick AI Dominated the Google Football Kaggle Competition
Alibaba Terminal Technology
Alibaba Terminal Technology
Dec 30, 2020 · Frontend Development

From PRD to Code: Alibaba’s P2C Front‑End Intelligence in Action

This talk explains Alibaba’s P2C product that extends design‑to‑code automation to PRD‑to‑code, detailing its layered architecture, annotation workflow, logical‑point extraction, code generation, and roadmap toward AI‑driven zero‑annotation development for front‑end engineers and product designers.

AIFrontendP2C
0 likes · 22 min read
From PRD to Code: Alibaba’s P2C Front‑End Intelligence in Action
Didi Tech
Didi Tech
Dec 29, 2020 · Artificial Intelligence

Evolution and Challenges of Perception in L4 Autonomous Driving

The article traces L4 autonomous-driving perception from early rule-based point-cloud methods through data-driven deep-learning models to emerging self-learning, multi-task systems, and highlights four key hurdles—model generalization and explainability, robust multi-sensor fusion, real-time compute limits, and proper uncertainty handling—calling for integrated AI, engineering, and data solutions.

AIPerceptioncomputer vision
0 likes · 12 min read
Evolution and Challenges of Perception in L4 Autonomous Driving
DataFunTalk
DataFunTalk
Dec 29, 2020 · Artificial Intelligence

Algorithmic Insights into Free Novel Recommendation: Characteristics, Tagging Challenges, and Multi‑Modal Modeling

This article examines the unique properties of novel literature and the difficulties of tag‑based recommendation, then details multi‑modal feature representation, dual‑tower semantic modeling, clustering, and YouTube‑style DNN recall techniques used to improve free novel recommendation systems.

AIRecommendation Systemsdual-tower model
0 likes · 9 min read
Algorithmic Insights into Free Novel Recommendation: Characteristics, Tagging Challenges, and Multi‑Modal Modeling
DataFunTalk
DataFunTalk
Dec 28, 2020 · Artificial Intelligence

Intelligent Question Answering: Scenarios, Architecture, and Technical Implementations (QA, Knowledge‑Graph QA, NL2SQL)

This article introduces the typical applications of intelligent question answering, compares chat‑type, knowledge‑type and task‑type bots, and then details the end‑to‑end architecture, knowledge‑base construction, semantic‑equivalence modeling with BERT‑BIMPM, knowledge‑graph QA pipelines, and NL2SQL techniques, concluding with practical deployment insights.

AIBERTDialogue Systems
0 likes · 15 min read
Intelligent Question Answering: Scenarios, Architecture, and Technical Implementations (QA, Knowledge‑Graph QA, NL2SQL)
Didi Tech
Didi Tech
Dec 25, 2020 · Artificial Intelligence

Autonomous Driving Infrastructure: Foundations, Key Trade‑offs, and Evolution Roadmap

The article outlines DiDi’s six‑year autonomous‑driving research, describing the three‑layer hardware‑onboard‑cloud infrastructure, key trade‑offs such as rapid iteration versus functional safety, sensor resolution versus compute, and hardware performance versus automotive‑grade reliability, and presents a staged evolution roadmap toward fully safe, driverless operation.

AIHardwareInfrastructure
0 likes · 22 min read
Autonomous Driving Infrastructure: Foundations, Key Trade‑offs, and Evolution Roadmap
Meituan Technology Team
Meituan Technology Team
Dec 24, 2020 · Artificial Intelligence

Meituan Unmanned Delivery Technical Salon – AI Research on Instance Segmentation, Visual Localization, Trajectory Prediction, and Depth‑Pose Learning

On January 9, 2021, Meituan hosted an unmanned‑delivery technical salon in Beijing where experts presented cutting‑edge AI research—including the CenterMask instance‑segmentation method, 3D geometry‑aware camera localization, multi‑agent trajectory prediction with attention‑based spatio‑temporal graphs, real‑time stereo visual‑inertial odometry calibration, and self‑supervised depth‑pose learning for dynamic scenes.

AIAutonomous Drivingcomputer vision
0 likes · 7 min read
Meituan Unmanned Delivery Technical Salon – AI Research on Instance Segmentation, Visual Localization, Trajectory Prediction, and Depth‑Pose Learning
TAL Education Technology
TAL Education Technology
Dec 24, 2020 · Artificial Intelligence

AI Engineering Efficiency Platform: Architecture, Practices, and Case Studies

The presentation outlines the AI engineering efficiency platform covering algorithm metric and evaluation, micro‑service performance testing, and dataset management architectures, detailing business pain points, platform‑wide improvements, technical designs, real‑world demos, and future directions to achieve accurate, fast, and stable AI services.

AIData ManagementMetrics
0 likes · 20 min read
AI Engineering Efficiency Platform: Architecture, Practices, and Case Studies
JD Cloud Developers
JD Cloud Developers
Dec 23, 2020 · Artificial Intelligence

How JD Cloud’s Federated Learning Platform Breaks Data Silos for AI

The article explains how JD Cloud’s federated learning platform enables secure, privacy‑preserving collaborative AI across isolated data sources by using encrypted distributed training, flexible model architectures, and a range of algorithms, while highlighting its architecture, security mechanisms, deployment speed, and real‑world industry successes.

AIData PrivacyDistributed computing
0 likes · 10 min read
How JD Cloud’s Federated Learning Platform Breaks Data Silos for AI
58 Tech
58 Tech
Dec 23, 2020 · Artificial Intelligence

Application Practice of Intelligent Writing Technology in the 58 Community Content Platform

The article reviews the rise of AI‑driven intelligent writing robots, outlines industry use cases, explains two main generation methods, and details how 58.com leverages massive structured data to automatically produce narrative, emotion‑rich listings for vehicles, housing, and jobs, enhancing user engagement.

58.comAIMachine Writing
0 likes · 6 min read
Application Practice of Intelligent Writing Technology in the 58 Community Content Platform
21CTO
21CTO
Dec 22, 2020 · Artificial Intelligence

Explore tinygrad: A Minimalist Deep Learning Framework Under 1000 Lines

tinygrad, an open‑source autograd tensor library by George Hotz, offers a compact PyTorch‑like experience in fewer than 1000 lines, with easy installation, GPU support via PyOpenCL, full EfficientNet inference, and extensible optimizers for rapid neural‑network prototyping.

AIAutogradGPU
0 likes · 6 min read
Explore tinygrad: A Minimalist Deep Learning Framework Under 1000 Lines
Programmer DD
Programmer DD
Dec 22, 2020 · Artificial Intelligence

How AI Can Unmask Pixelated Text: Inside the Depix Project

The article explains how the open‑source Depix tool uses AI to decode pixelated or censored text, outlines its algorithm based on De Bruijn sequences, provides usage instructions, and also highlights the related PULSE AI up‑sampling technique for restoring low‑resolution images.

AIDepixOpen Source
0 likes · 7 min read
How AI Can Unmask Pixelated Text: Inside the Depix Project
Top Architect
Top Architect
Dec 21, 2020 · Operations

Weekly Tech News Digest: Google Outage, Linux 5.10, Docker Desktop 3.0, AI‑Piloted Aircraft and More

This week’s tech roundup covers Google’s two‑day service outage, the removal of over 60% of Pornhub videos, the launch of Rocky Linux, Linus Torvalds’ kernel submission deadline, Docker Desktop 3.0 updates, AI‑controlled U‑2 flight, major antitrust fines and the release of HarmonyOS 2.0 Beta, among other industry highlights.

AIDockerGoogle outage
0 likes · 12 min read
Weekly Tech News Digest: Google Outage, Linux 5.10, Docker Desktop 3.0, AI‑Piloted Aircraft and More
DataFunSummit
DataFunSummit
Dec 20, 2020 · Product Management

Cross‑Border E‑Commerce: Past, Present and Future Strategies for Sustainable Growth

The article analyses how the COVID‑19 pandemic accelerated global e‑commerce penetration, compares the evolution of cross‑border platforms, and outlines future opportunities in user acquisition, product selection, inventory forecasting, pricing and branding, emphasizing data‑driven and AI‑enabled operations to sustain growth.

AIGrowth Strategycross‑border e‑commerce
0 likes · 28 min read
Cross‑Border E‑Commerce: Past, Present and Future Strategies for Sustainable Growth
DataFunTalk
DataFunTalk
Dec 20, 2020 · Artificial Intelligence

Complex Semantic Expression Methods in Voice Assistants: NLP Layers, DIS Limitations, and the CMRL Schema

This article explains how voice assistants rely on NLP's three processing layers, examines the shortcomings of the traditional DIS semantic structure, introduces the hierarchical CMRL schema with its six element types, and presents two neural models—copy‑write seq2seq and seq2tree—for accurate semantic parsing of complex commands.

AICMRLNLP
0 likes · 15 min read
Complex Semantic Expression Methods in Voice Assistants: NLP Layers, DIS Limitations, and the CMRL Schema
iQIYI Technical Product Team
iQIYI Technical Product Team
Dec 18, 2020 · Artificial Intelligence

Line Art Correlation Matching Feature Transfer Network for Automatic Animation Colorization

The paper presents the Correlation Matching Feature Transfer (CMFT) network, which automatically colors line‑art animation frames by extracting line‑art features, computing pixel‑wise similarity to a colored reference, and transferring color features, achieving superior PSNR/SSIM scores and ~0.7 s per frame while cutting manual labor by roughly 30 %.

AICMFTanimation colorization
0 likes · 9 min read
Line Art Correlation Matching Feature Transfer Network for Automatic Animation Colorization
Suning Technology
Suning Technology
Dec 17, 2020 · Artificial Intelligence

How AI Powers SuNing’s Unmanned Stores: From Face Detection to Smart Retail

This article outlines SuNing's unmanned store technology, comparing its data-driven, product selection, and customer experience advantages over traditional shops, and detailing AI-powered applications such as face detection, target tracking, image recognition, and 3D reconstruction that enable 24‑hour service, intelligent merchandising, and precise customer analytics.

AIData AnalyticsRetail Technology
0 likes · 24 min read
How AI Powers SuNing’s Unmanned Stores: From Face Detection to Smart Retail
Alibaba Cloud Developer
Alibaba Cloud Developer
Dec 16, 2020 · Artificial Intelligence

How to Detect and Prevent Advertising Fraud with Advanced AI Techniques

This article explains the scale of online ad fraud, outlines common advertising billing models, describes how fake traffic generates revenue, defines invalid clicks, and presents a comprehensive anti‑fraud system that combines rule‑based methods, feature engineering, and AI models such as TextCNN, BiLSTM, BERT, Wide&Deep and GraphSage to identify and block fraudulent ad clicks.

AIAd FraudAdvertising
0 likes · 33 min read
How to Detect and Prevent Advertising Fraud with Advanced AI Techniques
JD Cloud Developers
JD Cloud Developers
Dec 16, 2020 · Operations

How JD.com Mastered Billion-User Traffic for 11.11: Architecture & Scaling Secrets

During JD.com's 11.11 shopping festival, engineers tackled billions of transactions by evolving a five‑year architecture roadmap, implementing robust messaging and delay queues, deploying smart NICs, optimizing storage, and leveraging AI‑driven traffic control, all while sharing practical lessons on monitoring, load testing, and fault‑tolerance.

AICloud ComputingMessaging
0 likes · 12 min read
How JD.com Mastered Billion-User Traffic for 11.11: Architecture & Scaling Secrets
Alibaba Cloud Developer
Alibaba Cloud Developer
Dec 14, 2020 · Cloud Native

How Lazada Powered a Seamless Double‑11 with Cloud‑Native Architecture

Lazada transformed its e‑commerce platform for Southeast Asia by fully cloud‑nativeizing core systems, deploying serverless and container technologies, leveraging AI and progressive hybrid apps for low‑end devices, and building robust CDN, promotion, and logistics algorithms that delivered a 99.99% success rate during Double 11.

AIKubernetesLogistics
0 likes · 12 min read
How Lazada Powered a Seamless Double‑11 with Cloud‑Native Architecture
21CTO
21CTO
Dec 14, 2020 · Product Management

Why Baidu Is Buying Live‑Streaming Platforms to Boost User Stickiness

The article analyzes Baidu's strategic shift toward acquiring YY Live and strengthening its mobile content ecosystem, highlighting how the lack of a unified account system and declining user dwell time have driven the search giant to pursue live‑streaming and recommendation‑driven products to diversify revenue and improve user retention.

AIAcquisitionBaidu
0 likes · 12 min read
Why Baidu Is Buying Live‑Streaming Platforms to Boost User Stickiness
JD Cloud Developers
JD Cloud Developers
Dec 14, 2020 · Artificial Intelligence

What’s Shaping Tech This Week? AI Breakthroughs, Kubernetes 1.20, and More

This week’s tech roundup covers JD’s unmanned delivery demo, Windows 10’s upcoming Android app support, rapid digital RMB payments, the Kubernetes 1.20 release, China’s IoT security standard, Google’s MediaPipe Holistic for simultaneous face‑hand‑pose prediction, a crystal‑graph neural network for materials science, and emerging trends in multi‑label learning.

AICloud NativeIoT security
0 likes · 6 min read
What’s Shaping Tech This Week? AI Breakthroughs, Kubernetes 1.20, and More
Ctrip Technology
Ctrip Technology
Dec 10, 2020 · Artificial Intelligence

Automatic Extraction of Theme-based Recommendation Reasons: Framework, Model Selection, Data Augmentation, and Optimization

This article presents a comprehensive study on automatically extracting theme‑based recommendation reasons for travel content, detailing a three‑stage retrieval framework, the advantages of interactive matching models over classification, rule‑based and back‑translation data augmentation techniques, and various model optimization strategies including priors, transfer learning, seed selection, optimizer choice, and layer‑wise learning rates.

AIRecommendation Systemsdata augmentation
0 likes · 19 min read
Automatic Extraction of Theme-based Recommendation Reasons: Framework, Model Selection, Data Augmentation, and Optimization
iQIYI Technical Product Team
iQIYI Technical Product Team
Dec 4, 2020 · Artificial Intelligence

iQiyi and Xiamen University Launch AI-Powered Film Restoration Joint Laboratory

iQiyi and Xiamen University have created an AI‑powered Film Restoration Joint Laboratory that merges the university’s film‑history expertise with iQiyi’s video‑understanding and enhancement technology, delivering restoration up to 500 times faster and debuting a 4K, AI‑enhanced version of the 1960s classic “Little Soldier Zhang Ga” while preserving its original artistic style.

4KAICultural Heritage
0 likes · 5 min read
iQiyi and Xiamen University Launch AI-Powered Film Restoration Joint Laboratory
JD Tech Talk
JD Tech Talk
Dec 3, 2020 · Artificial Intelligence

Graph Algorithms and Graph Neural Networks for Fraud Detection

The article explains how building account relationship graphs and applying both traditional graph algorithms and modern graph neural networks—through community detection, anomaly detection, semi‑supervised and unsupervised learning, and dynamic graph techniques—can effectively identify and dismantle fraud groups in online services.

AISemi-supervised Learningdynamic graphs
0 likes · 11 min read
Graph Algorithms and Graph Neural Networks for Fraud Detection
ITPUB
ITPUB
Dec 3, 2020 · Artificial Intelligence

How Alibaba’s New 3D AI Model Turns 2D Photos into Searchable 3D Objects

This roundup covers recent tech headlines—from Alibaba’s NeurIPS‑featured 3D AI model that turns 2D images into searchable 3D objects, to WeBank’s interest‑free rent‑loan extension, Honor’s staff integration plan, a critical iPhone remote‑control flaw, and links to deep‑dive articles on Linux kernel memory handling, command‑line productivity tools, and database cache consistency.

3D modelingAILinux
0 likes · 4 min read
How Alibaba’s New 3D AI Model Turns 2D Photos into Searchable 3D Objects
58 Tech
58 Tech
Dec 2, 2020 · Artificial Intelligence

AI Engineering Architecture Salon: Backend Design for Intelligent Customer Service, Speech Recognition Engine, Lingxi Voice Analysis Platform, and High‑Performance Vector Retrieval

The online AI Engineering Architecture Salon, organized by 58.com AI Lab, will present four technical sessions on December 3 and 8 covering backend design for intelligent customer service, speech recognition engine, the Lingxi voice analysis platform, and a high‑performance vector retrieval system, each with detailed abstracts and expert speakers.

58.comAIOnline Seminar
0 likes · 8 min read
AI Engineering Architecture Salon: Backend Design for Intelligent Customer Service, Speech Recognition Engine, Lingxi Voice Analysis Platform, and High‑Performance Vector Retrieval
DataFunTalk
DataFunTalk
Nov 30, 2020 · Fundamentals

DataFunTalk Annual Conference – Full Program and Speaker Details

The DataFunTalk year‑end conference will be held online on December 19‑20, featuring over 90 speakers across multiple forums covering recommendation algorithms, knowledge graphs, AI, big data, security, and product development, with detailed session schedules, speaker bios, and registration information.

AIBig DataProduct Development
0 likes · 76 min read
DataFunTalk Annual Conference – Full Program and Speaker Details
JD Cloud Developers
JD Cloud Developers
Nov 30, 2020 · Artificial Intelligence

This Week’s Top Tech News: AI Breakthroughs, Cloud PC Launch, and More

The latest developer newsletter highlights JD's new Explore research institute, Microsoft's Cloud PC preview, CNCF's etcd graduation, JD's AI-powered customer service brand, a CS‑1 AI supercomputer beating traditional supercomputers, PHP 8.0 release with JIT, curriculum learning for NLU, and advances in 3‑D object reconstruction.

AIOpen Sourcetech news
0 likes · 6 min read
This Week’s Top Tech News: AI Breakthroughs, Cloud PC Launch, and More
DataFunTalk
DataFunTalk
Nov 29, 2020 · Artificial Intelligence

NVIDIA Merlin Recommendation System Framework: Overview, Components, and Deep Learning Examples

This article introduces NVIDIA's Merlin recommendation system framework—including NVTabular, HugeCTR, and Triton—covers common recommendation pipelines, industry challenges, component advantages, deep‑learning model examples, and performance comparisons, providing a comprehensive guide for building high‑performance AI‑driven recommender systems.

AIHugeCTRNVIDIA Merlin
0 likes · 9 min read
NVIDIA Merlin Recommendation System Framework: Overview, Components, and Deep Learning Examples
dbaplus Community
dbaplus Community
Nov 28, 2020 · Operations

How a Chinese City Bank Integrated DevOps, AI, and Big Data to Transform Operations

This case study details how a city‑bank leveraged DevOps and ITIL integration, AI‑driven monitoring, and Spark‑based big‑data analytics to build a unified development‑testing‑operations platform, improve service availability, shorten deployment cycles, and achieve near‑99.99% system uptime across its core banking services.

AIBig DataDevOps
0 likes · 17 min read
How a Chinese City Bank Integrated DevOps, AI, and Big Data to Transform Operations
Beike Product & Technology
Beike Product & Technology
Nov 27, 2020 · Artificial Intelligence

Mining User Housing Preference Schemes with Supply‑Filtered Tree‑Based Methods

The article proposes a supply‑filtered, tree‑based approach to discover multi‑dimensional user housing preference schemes, contrasting fixed‑length preference mining methods, and details algorithmic modules such as split‑point search, similarity calculation, split suppression, and user clustering to improve interpretability and offline applicability.

AIBig Datahousing recommendation
0 likes · 13 min read
Mining User Housing Preference Schemes with Supply‑Filtered Tree‑Based Methods
iQIYI Technical Product Team
iQIYI Technical Product Team
Nov 27, 2020 · Artificial Intelligence

Evolution and Experience of iQIYI's Machine Learning Platform

iQIYI’s Machine Learning Platform evolved from the specialized Javis deep‑learning system into a unified, low‑threshold solution for algorithm engineers, analysts, and developers, adding visual pipeline building, multi‑framework scheduling, automatic hyper‑parameter tuning, parameter‑server training, and scalable online prediction, dramatically boosting business efficiency and detection performance.

AIMachine LearningPlatform Engineering
0 likes · 13 min read
Evolution and Experience of iQIYI's Machine Learning Platform
Suning Technology
Suning Technology
Nov 26, 2020 · Artificial Intelligence

How Low-Cost AI Powers Full-Scale Store Digitalization

Li Yongxiang, technical director at Suning Tech, outlines how AI-driven visual unmanned stores and integrated big‑data, cloud, and edge computing solutions enable low‑cost digital transformation across thousands of retail outlets, improving shopper experience, inventory management, and operational efficiency.

AIRetailcomputer vision
0 likes · 18 min read
How Low-Cost AI Powers Full-Scale Store Digitalization
Meituan Technology Team
Meituan Technology Team
Nov 26, 2020 · Artificial Intelligence

Meituan Autonomous Vehicle Engine: Architecture, Challenges, and Resource Optimization

Meituan’s autonomous vehicle engine abstracts communication, scheduling, data handling, and tooling into three layers to ensure deterministic behavior across on‑vehicle and simulation environments, tackling consistency, scheduling, and resource‑utilization challenges by using unified computation models, distributed graph deployment, caching, and remote model serving, thereby accelerating autonomous delivery vehicle development.

AIDistributed computingResource Optimization
0 likes · 14 min read
Meituan Autonomous Vehicle Engine: Architecture, Challenges, and Resource Optimization
Taobao Frontend Technology
Taobao Frontend Technology
Nov 26, 2020 · Artificial Intelligence

How One Developer Turned Front‑End Coding into AI‑Powered Innovation

Rem, a former materials engineering student turned front‑end engineer, relentlessly contributes to open‑source, leads the AI‑focused Pipcook project, and shares his philosophy of breaking limits, bridging front‑end development with machine learning, and empowering developers through community‑driven innovation.

AIOpen SourcePipcook
0 likes · 11 min read
How One Developer Turned Front‑End Coding into AI‑Powered Innovation
Sohu Tech Products
Sohu Tech Products
Nov 25, 2020 · Artificial Intelligence

Illustrated Guide to GPT-2: Detailed Explanation of the Decoder‑Only Transformer Model

This article provides a comprehensive, illustrated walkthrough of OpenAI's GPT‑2 language model, covering its decoder‑only Transformer architecture, self‑attention mechanisms, token processing, training data, differences from BERT, and applications beyond language modeling, enriched with visual diagrams and code snippets for deeper understanding.

AIGPT-2Self-Attention
0 likes · 24 min read
Illustrated Guide to GPT-2: Detailed Explanation of the Decoder‑Only Transformer Model
JD Retail Technology
JD Retail Technology
Nov 25, 2020 · Industry Insights

How JD Retail’s Smart Supply Chain Fuels Growth in Uncertain Times

JD Retail’s CEO outlines how the company’s AI‑driven supply‑chain, JD Retail Cloud, and the new Shangling SaaS platform are transforming traditional retail, cutting inventory turnover to 34 days, boosting brand sales over 300%, and driving a ten‑fold rise in C2M product launches.

AIIndustry InsightsRetail
0 likes · 8 min read
How JD Retail’s Smart Supply Chain Fuels Growth in Uncertain Times
DataFunTalk
DataFunTalk
Nov 25, 2020 · Artificial Intelligence

Baidu Event Graph: Technology, Construction, and Applications

This article presents Baidu's large‑scale event graph technology, detailing its concepts, construction pipeline, detection, representation, extraction methods, causal relation mining, and real‑world applications such as hotspot discovery, event tracing, resource linking, and causal reasoning, while outlining future research directions.

AIBaiducausal reasoning
0 likes · 22 min read
Baidu Event Graph: Technology, Construction, and Applications
ITPUB
ITPUB
Nov 24, 2020 · Artificial Intelligence

China’s AI Core Industry Surpasses 77 Billion Yuan in H1 – Key Tech News Highlights

The article reports that China’s AI core industry reached 770 billion yuan in the first half of the year, while also covering BOSS recruitment abuse actions, a Tesla sunroof incident, Huawei’s investment in Quanzhi Microelectronics, Alibaba Cloud’s optimistic view on autonomous driving, and links to deeper technical pieces on Linux, command‑line tools, and database caching.

AIAutonomousDrivingChina
0 likes · 4 min read
China’s AI Core Industry Surpasses 77 Billion Yuan in H1 – Key Tech News Highlights
DataFunSummit
DataFunSummit
Nov 22, 2020 · Artificial Intelligence

An Overview of NVIDIA Merlin Recommendation System Framework and Its Deep Learning Components

This article introduces NVIDIA's Merlin recommendation system framework, detailing its three core components—NVTabular for feature engineering, HugeCTR for high‑performance CTR model training, and Triton for inference—while discussing common pipeline challenges, performance advantages, and example implementations for deep‑learning‑based recommender models.

AIHugeCTRNVIDIA Merlin
0 likes · 12 min read
An Overview of NVIDIA Merlin Recommendation System Framework and Its Deep Learning Components
DataFunTalk
DataFunTalk
Nov 22, 2020 · Artificial Intelligence

Short Video Analysis in Local Life Scenarios: Techniques and Practices at Meituan

This article presents Meituan's AI-driven short video analysis workflow, covering industry trends, multi‑label video classification, intelligent cover selection, and video generation techniques, while discussing challenges, model building, label expansion, continuous data iteration, and future outlook for video AI in local services.

AIMeituanVideo Generation
0 likes · 16 min read
Short Video Analysis in Local Life Scenarios: Techniques and Practices at Meituan
Tencent Cloud Developer
Tencent Cloud Developer
Nov 20, 2020 · Artificial Intelligence

Design of a Symbolic Evaluation Set for Knowledge Question Answering (KBQA)

The paper introduces a symbolic‑logic‑focused evaluation set for knowledge‑base question answering, defining single, deterministic, and non‑deterministic element symbols with linguistic tags, constructing complex celebrity‑domain queries, and showing that current commercial KBQA systems achieve only modest accuracy, highlighting the need for more robust reasoning capabilities.

AIKBQASymbolic Reasoning
0 likes · 11 min read
Design of a Symbolic Evaluation Set for Knowledge Question Answering (KBQA)
iQIYI Technical Product Team
iQIYI Technical Product Team
Nov 20, 2020 · Artificial Intelligence

iQIYI M2VoC Multi‑Speaker Multi‑Style Voice Cloning Challenge (ICASSP 2021) Overview

The iQIYI M2VoC Challenge at ICASSP 2021 invites researchers to tackle low‑resource multi‑speaker, multi‑style voice cloning by providing Mandarin datasets, few‑shot and extremely few‑shot tracks with strict data rules, MOS‑based subjective evaluation, and a $9,600 prize pool for top submissions.

AIICASSPchallenge
0 likes · 10 min read
iQIYI M2VoC Multi‑Speaker Multi‑Style Voice Cloning Challenge (ICASSP 2021) Overview
DataFunTalk
DataFunTalk
Nov 19, 2020 · Artificial Intelligence

58 Tongzhen Home Feed Recommendation System: Architecture, Features, and Evolution

This talk details the design, data pipeline, feature engineering, model evolution, and operational insights of the 58 Tongzhen home feed recommendation system, covering its architecture, localization strategies, recall and ranking models, online learning, and future directions for AI-driven content delivery in the down‑market.

AIMachine LearningOnline Learning
0 likes · 34 min read
58 Tongzhen Home Feed Recommendation System: Architecture, Features, and Evolution
Alibaba Cloud Native
Alibaba Cloud Native
Nov 16, 2020 · Cloud Native

What’s New in Fluid 0.4? DataLoad, Small‑File Boost, HDFS Support & Multi‑Dataset Deployment

Fluid 0.4 introduces a DataLoad custom resource for declarative data pre‑warming, enhances support for massive small‑file datasets, adds HDFS‑compatible access for Spark and other big‑data frameworks, and enables mixed‑deployment of multiple datasets on a single node, all backed by significant performance gains.

AIAlluxioBig Data
0 likes · 8 min read
What’s New in Fluid 0.4? DataLoad, Small‑File Boost, HDFS Support & Multi‑Dataset Deployment
JD Cloud Developers
JD Cloud Developers
Nov 16, 2020 · Artificial Intelligence

AI‑Powered Supply Chain, LinkedIn’s Dagli ML Library, and Latest GNN Research

This week’s developer roundup covers JD’s open AI‑driven supply‑chain decision engine, LinkedIn’s Dagli Java machine‑learning library, PayPal’s crypto trading rollout, SpaceX’s Starlink service approval in Canada, AppleWatch’s NightWare nightmare‑interrupt feature, Intel’s new server GPU, and two cutting‑edge GNN research papers on multivariate time‑series forecasting and molecular generation.

AISpace TechnologySupply Chain
0 likes · 9 min read
AI‑Powered Supply Chain, LinkedIn’s Dagli ML Library, and Latest GNN Research
JD Tech Talk
JD Tech Talk
Nov 16, 2020 · Artificial Intelligence

Practical Guide to Deploying Federated Learning: Architecture, Deployment, Training, and Inference

This article provides a comprehensive overview of federated learning engineering, covering deployment via Docker containers, the design of training and inference frameworks, key services such as communication, training, model management, and registration, and practical considerations for scaling and reliability in production environments.

AIDeploymentDocker
0 likes · 11 min read
Practical Guide to Deploying Federated Learning: Architecture, Deployment, Training, and Inference
58 Tech
58 Tech
Nov 13, 2020 · Artificial Intelligence

Slot Recognition and Correction in Voice Robots: Methods, Models, and Experimental Results

This article presents a comprehensive study on slot (entity) recognition and error correction for voice robots, describing the labeling scheme, data annotation, IDCNN+CRF and BiLSTM+CRF models, a pinyin‑based similarity algorithm, and reporting significant accuracy improvements in real‑world deployments.

AIError CorrectionNLP
0 likes · 10 min read
Slot Recognition and Correction in Voice Robots: Methods, Models, and Experimental Results
Ctrip Technology
Ctrip Technology
Nov 12, 2020 · Artificial Intelligence

Ctrip Machine Translation Platform: Architecture, Data Construction, Algorithm Design, and Performance Optimization

This article presents a comprehensive overview of Ctrip's multilingual machine translation platform, detailing demand analysis, system architecture, data pipeline, algorithmic innovations such as task‑space fusion and term‑translation interventions, as well as extensive performance optimizations for low‑resource languages.

AICtripdata pipeline
0 likes · 20 min read
Ctrip Machine Translation Platform: Architecture, Data Construction, Algorithm Design, and Performance Optimization