40 citations · 97 across the 13 of their papers we have counts for
4 papers · 1 filter
Image Reconstruction with Predictive Filter Flow
Shu Kong, Charless Fowlkes
We propose a simple, interpretable framework for solving a wide range of image reconstruction problems such as denoising and deconvolution. Given a corrupted input image, the model…
Fine-Grained Facial Expression Analysis Using Dimensional Emotion Model
Feng Zhou, Shu Kong, Charless Fowlkes +2
Automated facial expression analysis has a variety of applications in human-computer interaction. Traditional methods mainly analyze prototypical facial expressions of no more than…
Pixel-wise Attentional Gating for Parsimonious Pixel Labeling
Shu Kong, Charless Fowlkes
To achieve parsimonious inference in per-pixel labeling tasks with a limited computational budget, we propose a \emph{Pixel-wise Attentional Gating} unit (\emph{PAG}) that learns t…
Weakly Supervised Attention Learning for Textual Phrases Grounding
Zhiyuan Fang, Shu Kong, Tianshu Yu +1
Grounding textual phrases in visual content is a meaningful yet challenging problem with various potential applications such as image-text inference or text-driven multimedia inter…