Recent Publications / Preprints

2D or not 2D? Adaptive 3D Convolution Selection for Efficient Video Recognition
Hengduo Li, Zuxuan Wu, Abhinav Shrivastava, Larry S Davis
CVPR 2021 [Link]

Learning from Noisy Anchors for One-stage Object Detection
Hengduo Li, Zuxuan Wu, Chen Zhu, Caiming Xiong, Richard Socher, Larry S Davis
CVPR 2020 [Link] [Code]

A Dynamic Frame Selection Framework for Fast Video Recognition
Zuxuan Wu, Hengduo Li, Caiming Xiong, Yu-Gang Jiang, Larry S Davis
TPAMI 2020 [Link]

An analysis of pre-training on object detection
Hengduo Li, Bharat Singh, Mahyar Najibi, Zuxuan Wu, Larry S Davis
Tech Report [Link] [Pre-trained Model]

Transferable clean-label poisoning attacks on deep neural nets
Chen Zhu, W Ronny Huang, Ali Shafahi, Hengduo Li, Gavin Taylor, Christoph Studer, Tom Goldstein
ICML 2019 [Link] [Code]

R-FCN-3000 at 30fps: Decoupling Detection and Classification
Bharat Singh* , Hengduo Li*, Abhishek Sharma, Larry S Davis
CVPR 2018 [Link] [Code]

(Note: * Equal contribution)