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AntTech
AntTech
Sep 27, 2022 · Artificial Intelligence

Ant Group’s Research Institute Publishes Four NeurIPS 2022 Papers on Advanced Computer Vision and AI

Ant Group’s Ant Technology Research Institute had four papers from its Visual Intelligence Lab accepted at NeurIPS 2022, covering rank diminishing in deep networks, geometry‑aware 3D image synthesis, dynamic discriminators for GANs, and uncertainty‑aware hierarchical refinement for incremental classification, highlighting the institute’s cutting‑edge AI research.

AI researchGANsNeurIPS
0 likes · 8 min read
Ant Group’s Research Institute Publishes Four NeurIPS 2022 Papers on Advanced Computer Vision and AI
Hulu Beijing
Hulu Beijing
Mar 21, 2019 · Artificial Intelligence

How GANs’ Objective Functions Evolved: From JS Divergence to Modern Variants

This article explores the evolution of Generative Adversarial Networks' objective functions, detailing the shift from Jensen‑Shannon divergence to f‑divergence, IPM‑based approaches, and auxiliary losses, while highlighting their impact on stability and performance across image, audio, and text generation tasks.

GANsGenerative Adversarial Networksdeep learning
0 likes · 9 min read
How GANs’ Objective Functions Evolved: From JS Divergence to Modern Variants