Computer Vision - Video

Video Classification/Action Recognition

- Shikhar Sharma, Ryan Kiros, Ruslan Salakhutdinov. "Action Recognition using Visual Attention." arxiv 2016. [pdf][github] (LstmAttention)
- Limin Wang, Yuanjun Xiong, Zhe Wang, Yu Qiao, Dahua Lin, Xiaoou Tang, and Luc Van Gool. "Temporal Segment Networks: Towards Good Practices for Deep Action Recognition." ECCV 2016. [pdf][github] (TSN)
- Joao Carreira, Andrew Zisserman. "Qua Vadis, Action Recognition? A New Model and the Kinetics Dataset." CVPR 2017. [pdf][github] (kinetics-i3d)
- Limin Wang, Wei Li, Wen Li, Luc Van Gool. "Appearance-and-Relation Networks for Video Classification." CVPR 2018. [pdf][github] (ARTNet)
- Bolei Zhou, Alex Andonian, Antonio Torralba. "Temporal Relational Reasoning in Videos." CVPR 2018. [pdf][github] (TRNNet)
- Xiaolong Wang, Ross Girshick, Abhinav Gupta, Kaiming He. "Temporal Relational Reasoning in Videos." CVPR 2018. [pdf][github] (NonLocalNet)