More Is Less: Learning Efficient Video Representations by Big-Little Network and Depthwise Temporal Aggregation

Human activity analysis: A review

J.K. Aggarwal and M.S. Ryoo · 2011

Earlier work this paper cites.

HMDB: a large video database for human motion recognition

H. Kuehne, H. Jhuang, E. Garrote, T. Poggio, and T. Serre · 2011

Earlier work this paper cites.

Ucf101: A dataset of 101 human actions classes from videos in the wild

Khurram Soomro, Amir Roshan Zamir, Mubarak Shah, Khurram Soomro, Amir Roshan Zamir, and Mubarak Shah · 2012

Earlier work this paper cites.

THUMOS challenge: Action recognition with a large number of classes

Y.-G. Jiang, J. Liu, A. Roshan Zamir, G. Toderici, I. Laptev, M. Shah, and R. Sukthankar · 2014

Earlier work this paper cites.

Two-stream convolutional networks for action recognition in videos

Karen Simonyan and Andrew Zisserman · 2014

Earlier work this paper cites.

Activitynet: A large-scale video benchmark for human activity understanding

Bernard Ghanem Fabian Caba Heilbron, Victor Escorcia and Juan Carlos Niebles · 2015

Earlier work this paper cites.

Long-term recurrent convolutional networks for visual recognition and description

Jeffrey Donahue, Lisa Anne Hendricks, Sergio Guadarrama, Marcus Rohrbach, Subhashini Venugopalan, Kate Saenko, and Trevor Darrell · 2015

Earlier work this paper cites.

Learning Spatiotemporal Features With 3D Convolutional Networks

Du Tran, Lubomir Bourdev, Rob Fergus, Lorenzo Torresani, and Manohar Paluri · 2015

Earlier work this paper cites.

Temporal segment networks: Towards good practices for deep action recognition

Limin Wang, Yuanjun Xiong, Zhe Wang, Yu Qiao, Dahua Lin, Xiaoou Tang, and Luc Van Gool · 2016

Earlier work this paper cites.

Quo vadis, action recognition? a new model and the kinetics dataset

Joao Carreira and Andrew Zisserman · 2017

Cited alongside, same era.

Learning spatio-temporal features with 3d residual networks for action recognition

Kensho Hara, Hirokatsu Kataoka, and Yutaka Satoh · 2017

Cited alongside, same era.

The kinetics human action video dataset

Original

Will Kay, Joao Carreira, Karen Simonyan, Brian Zhang, Chloe Hillier, Sudheendra Vijayanarasimhan, Fabio Viola, Tim Green, Trevor Back, Paul Natsev, et al · 2017

Cited alongside, same era.

The" something something" video database for learning and evaluating visual common sense

Raghav Goyal, Samira Ebrahimi Kahou, Vincent Michalski, Joanna Materzynska, Susanne Westphal, Heuna Kim, Valentin Haenel, Ingo Fruend, Peter Yianilos, Moritz Mueller-Freitag, et al · 2017

Cited alongside, same era.

Temporal relational reasoning in videos

Bolei Zhou, Alex Andonian, Aude Oliva, and Antonio Torralba · 2018

Cited alongside, same era.

Slowfast networks for video recognition

Original

Christoph Feichtenhofer, Haoqi Fan, Jitendra Malik, and Kaiming He · 2018

Later among the works it cites.

Videos as space-time region graphs

Xiaolong Wang and Abhinav Gupta · 2018

Later among the works it cites.

Eco: Efficient convolutional network for online video understanding

Mohammadreza Zolfaghari, Kamaljeet Singh, and Thomas Brox · 2018

Later among the works it cites.

Spatio-temporal channel correlation networks for action classification

Ali Diba, Mohsen Fayyaz, Vivek Sharma, M. Mahdi Arzani, Rahman Yousefzadeh, Juergen Gall, and Luc Van Gool · 2018

Later among the works it cites.

Appearance-and-relation networks for video classification

Original

Limin Wang, Wei Li, Wen Li, and Luc Van Gool · 2018

Later among the works it cites.