195 citations · 1.4k across the 56 of their papers we have counts for
6 papers · 1 filter
Visual Semantic Navigation using Scene Priors
Wei Yang, Xiaolong Wang, Ali Farhadi +2
How do humans navigate to target objects in novel scenes? Do we use the semantic/functional priors we have built over years to efficiently search and navigate? For example, to sear…
Interpretable Intuitive Physics Model
Tian Ye, Xiaolong Wang, James Davidson +1
Humans have a remarkable ability to use physical commonsense and predict the effect of collisions. But do they understand the underlying factors? Can they predict if the underlying…
Videos as Space-Time Region Graphs
Xiaolong Wang, Abhinav Gupta
How do humans recognize the action "opening a book" ? We argue that there are two important cues: modeling temporal shape dynamics and modeling functional relationships between hum…
3D Human Pose Estimation in the Wild by Adversarial Learning
Wei Yang, Wanli Ouyang, Xiaolong Wang +3
Recently, remarkable advances have been achieved in 3D human pose estimation from monocular images because of the powerful Deep Convolutional Neural Networks (DCNNs). Despite their…
Binge Watching: Scaling Affordance Learning from Sitcoms
Xiaolong Wang, Rohit Girdhar, Abhinav Gupta
In recent years, there has been a renewed interest in jointly modeling perception and action. At the core of this investigation is the idea of modeling affordances(Affordances are…
Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs
Xiaolong Wang, Yufei Ye, Abhinav Gupta
We consider the problem of zero-shot recognition: learning a visual classifier for a category with zero training examples, just using the word embedding of the category and its rel…