163 citations · 345 across the 11 of their papers we have counts for
3 papers · 1 filter
Adversarial Structure Matching for Structured Prediction Tasks
Jyh-Jing Hwang, Tsung-Wei Ke, Jianbo Shi +1
Pixel-wise losses, e.g., cross-entropy or L2, have been widely used in structured prediction tasks as a spatial extension of generic image classification or regression. However, it…
Learning Beyond Human Expertise with Generative Models for Dental Restorations
Jyh-Jing Hwang, Sergei Azernikov, Alexei A. Efros +1
Computer vision has advanced significantly that many discriminative approaches such as object recognition are now widely used in real applications. We present another exciting deve…
Adaptive Affinity Fields for Semantic Segmentation
Tsung-Wei Ke, Jyh-Jing Hwang, Ziwei Liu +1
Semantic segmentation has made much progress with increasingly powerful pixel-wise classifiers and incorporating structural priors via Conditional Random Fields (CRF) or Generative…