195 citations · 1.4k across the 56 of their papers we have counts for
4 papers · 1 filter
Non-local Neural Networks
Xiaolong Wang, Ross Girshick, Abhinav Gupta +1
Both convolutional and recurrent operations are building blocks that process one local neighborhood at a time. In this paper, we present non-local operations as a generic family of…
Transitive Invariance for Self-supervised Visual Representation Learning
Xiaolong Wang, Kaiming He, Abhinav Gupta
Learning visual representations with self-supervised learning has become popular in computer vision. The idea is to design auxiliary tasks where labels are free to obtain. Most of…
Temporal Dynamic Graph LSTM for Action-driven Video Object Detection
Yuan Yuan, Xiaodan Liang, Xiaolong Wang +2
In this paper, we investigate a weakly-supervised object detection framework. Most existing frameworks focus on using static images to learn object detectors. However, these detect…
A-Fast-RCNN: Hard Positive Generation via Adversary for Object Detection
Xiaolong Wang, Abhinav Shrivastava, Abhinav Gupta
How do we learn an object detector that is invariant to occlusions and deformations? Our current solution is to use a data-driven strategy -- collect large-scale datasets which hav…