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Kuaishou Tech
Kuaishou Tech
Feb 20, 2025 · Artificial Intelligence

Second Short-Form Video Quality Assessment and Enhancement Challenge (CVPR NTIRE 2025)

The second short-form video quality assessment and enhancement challenge, co‑organized by Kuaishou's audio‑video team and the Intelligent Media Computing Lab, invites global researchers to develop efficient quality assessment models and diffusion‑based super‑resolution methods using the new KwaiSR dataset, with prize money and potential CVPR workshop paper invitations.

AI competitionCVPR NTIREImage Super-Resolution
0 likes · 9 min read
Second Short-Form Video Quality Assessment and Enhancement Challenge (CVPR NTIRE 2025)
DeWu Technology
DeWu Technology
Feb 12, 2025 · Artificial Intelligence

Edge Intelligence for Intelligent Video Cover Recommendation

The article describes an edge‑based video‑cover recommendation system for DeWu that leverages the MNN SDK and a lightweight MobileNetV3 model, performing on‑device inference with quantization and parallel processing to automatically select high‑quality covers, achieving sub‑second latency and boosting click‑through rates by up to 18 %.

Model DeploymentVideo Coveredge AI
0 likes · 12 min read
Edge Intelligence for Intelligent Video Cover Recommendation
DaTaobao Tech
DaTaobao Tech
Apr 19, 2024 · Artificial Intelligence

AI‑Driven Aesthetic Evaluation for E‑commerce Image Generation

The article outlines a systematic method for defining, training, and deploying AI‑driven aesthetic standards to evaluate and improve e‑commerce image generation on Taobao, detailing a four‑step workflow, multimodal model architecture, scoring criteria, validation processes, and future plans for style libraries and an AI‑PaaS offering.

AIAesthetic Evaluatione-commerce
0 likes · 10 min read
AI‑Driven Aesthetic Evaluation for E‑commerce Image Generation
DaTaobao Tech
DaTaobao Tech
Nov 27, 2023 · Artificial Intelligence

Taobao Audio‑Video Technology for High‑Quality Live Streaming and Video Processing

Taobao’s audio‑video technology team delivers end‑to‑end high‑definition live‑stream and short‑video solutions—including AI‑enhanced editing, a three‑stage processing pipeline with proprietary S265/S266 codecs, sub‑second GRTN transmission, advanced player features, real‑time audio enhancement, and state‑of‑the‑art AI quality assessment—while earning awards and guiding future mobile VVC optimization.

AIAudio-VideoLive Streaming
0 likes · 23 min read
Taobao Audio‑Video Technology for High‑Quality Live Streaming and Video Processing
Xiaohongshu Tech REDtech
Xiaohongshu Tech REDtech
Aug 17, 2023 · Artificial Intelligence

Human Visual Perception Based Edge‑Cloud Super‑Resolution Framework and RedVQA Quality Assessment at XiaoHongShu

At LiveVideoStackCon 2023, XiaoHongShu unveiled an edge‑cloud super‑resolution framework guided by the human‑perception‑aligned RedVQA model, which jointly optimizes video quality and bandwidth by generating a dedicated SR bitrate tier in the cloud and applying a lightweight SR algorithm on the client, achieving notable QoE gains and narrow‑band HD delivery.

AISuper-Resolutionbandwidth optimization
0 likes · 25 min read
Human Visual Perception Based Edge‑Cloud Super‑Resolution Framework and RedVQA Quality Assessment at XiaoHongShu
Baidu Intelligent Testing
Baidu Intelligent Testing
Nov 15, 2022 · Artificial Intelligence

Risk‑Driven Delivery and Quality Assessment Model for Automated Testing at Baidu

This article describes Baidu's risk‑driven delivery approach, detailing the three current testing challenges, the design of a quality‑assessment system that uses machine‑learning (logistic regression) for risk identification, control and decision, and the resulting improvements in testing efficiency and quality.

AIAutomationMachine Learning
0 likes · 14 min read
Risk‑Driven Delivery and Quality Assessment Model for Automated Testing at Baidu
Baidu Geek Talk
Baidu Geek Talk
Nov 14, 2022 · Artificial Intelligence

Risk‑Driven Delivery and Quality Assessment Model for Intelligent Testing

Baidu’s risk‑driven delivery system applies a machine‑learning quality‑assessment model that automatically identifies, controls, and decides testing risks across over 50 features, enabling precise test selection, intercepting hundreds of bugs, cutting test waiting time from 50 to 2 hours, and paving the way toward fully automated intelligent testing.

AIAutomationMachine Learning
0 likes · 15 min read
Risk‑Driven Delivery and Quality Assessment Model for Intelligent Testing
Baidu Intelligent Testing
Baidu Intelligent Testing
Nov 10, 2022 · Artificial Intelligence

Risk‑Driven Delivery and AI‑Enabled Intelligent Testing: Reducing Human Dependency in Project Delivery

This article examines Baidu's risk‑driven delivery approach and AI‑powered intelligent testing, explaining how automated risk assessment, task allocation, test‑scope analysis, and quality‑score models can dramatically lower reliance on human judgment, improve testing efficiency, and accelerate project release cycles.

AI in software testingAutomationintelligent testing
0 likes · 14 min read
Risk‑Driven Delivery and AI‑Enabled Intelligent Testing: Reducing Human Dependency in Project Delivery
Baidu Intelligent Testing
Baidu Intelligent Testing
Oct 27, 2022 · Artificial Intelligence

Risk‑Driven Delivery and Unattended Testing in Baidu Search: Practices and Insights

The article explains Baidu's risk‑driven delivery approach for intelligent testing, outlines the current challenges of low‑risk projects, ineffective test tasks, and missed defects, and details how AI‑enhanced, fully automated testing, stable build pipelines, and precise risk‑assessment models enable unattended delivery and improve testing efficiency.

AI in testingBaiduquality assessment
0 likes · 12 min read
Risk‑Driven Delivery and Unattended Testing in Baidu Search: Practices and Insights
Youku Technology
Youku Technology
May 18, 2022 · Artificial Intelligence

Subjective and Objective Quality of Experience of Free Viewpoint Videos – Paper Overview

This IEEE TIP paper presents a large‑scale subjective‑objective study of Free Viewpoint Video quality, introducing a cost‑saving two‑stage labeling workflow, a sparse‑frame benchmark model, and publicly releasing the dataset and code, with contributions from Alibaba’s Moku Lab and Jiangxi University researchers.

Free Viewpoint VideoIEEE TIPSparse Sampling
0 likes · 5 min read
Subjective and Objective Quality of Experience of Free Viewpoint Videos – Paper Overview
Baidu Geek Talk
Baidu Geek Talk
Feb 25, 2022 · Operations

Intelligent Automation Practices for API Testing: Enhancing Efficiency and Quality

The article outlines how intelligent automation—leveraging data‑driven algorithms for automated case generation, dynamic execution, diff‑based result analysis, noise reduction, failure diagnosis, and effectiveness evaluation—addresses API testing challenges such as manual case writing, low efficiency, redundancy, and reliability, ultimately boosting automation ratios, cutting long‑tail tasks, and enhancing test efficiency and quality.

API testingcase generationexecution optimization
0 likes · 15 min read
Intelligent Automation Practices for API Testing: Enhancing Efficiency and Quality
DataFunSummit
DataFunSummit
Dec 27, 2021 · Artificial Intelligence

Evaluation Framework and Methodology for OPPO XiaoBu AI Assistant

This article presents a comprehensive evaluation framework for OPPO's XiaoBu AI assistant, covering the concept and purpose of evaluation, the five key evaluation elements, data sampling strategies, dimension and rule selection, annotation scoring, reporting guidelines, and detailed procedures for assessing wake‑up, ASR, NLU, and TTS performance.

AI evaluationVoice Assistantannotation
0 likes · 20 min read
Evaluation Framework and Methodology for OPPO XiaoBu AI Assistant
DeWu Technology
DeWu Technology
Apr 30, 2021 · Artificial Intelligence

Deep Learning Based Image Aesthetic Quality Assessment

The paper presents a deep‑learning approach that uses an ImageNet‑pretrained CNN to predict full human rating distributions for images via an Earth Mover’s Distance loss, trained on the AVA dataset, and demonstrates accurate assessment of aesthetic factors such as tone, contrast, and composition.

AVA datasetCNNEMD loss
0 likes · 8 min read
Deep Learning Based Image Aesthetic Quality Assessment
Architecture Digest
Architecture Digest
Nov 17, 2016 · Fundamentals

Video Live Streaming Quality Issues, Evaluation Methods, and System Design

This article examines common video live‑streaming quality problems, explains their causes, describes both subjective and objective evaluation methods—including FR, NR, and RR metrics—and outlines a practical system for building and conducting comprehensive video quality assessments.

Live StreamingVideo Encodingobjective metrics
0 likes · 16 min read
Video Live Streaming Quality Issues, Evaluation Methods, and System Design
Baidu Intelligent Testing
Baidu Intelligent Testing
Mar 17, 2016 · Fundamentals

How to Establish a Basic Quality Evaluation Model for Product Competitiveness

This article introduces the concept of basic quality within a product competitiveness model, outlines key evaluation dimensions such as functionality, performance, compatibility, and security, and provides step-by-step guidance on defining metrics, selecting testing methods, and quantifying results, especially for mobile applications.

CompatibilityMobile Developmentperformance testing
0 likes · 5 min read
How to Establish a Basic Quality Evaluation Model for Product Competitiveness