Technical Report: Temporal Aggregate Representations

Adam: A method for stochastic optimization

Original

Diederik P Kingma and Jimmy Ba · 2014

Earlier work this paper cites.

The language of actions: Recovering the syntax and semantics of goal-directed human activities

Hilde Kuehne, Ali Arslan, and Thomas Serre · 2014

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.

Scaling egocentric vision: The epic-kitchens dataset

Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, et al · 2018

Earlier work this paper cites.

Leveraging uncertainty to rethink loss functions and evaluation measures for egocentric action anticipation

Antonino Furnari, Sebastiano Battiato, and Giovanni Maria Farinella · 2018

Cited alongside, same era.

Non-local neural networks

Original

Xiaolong Wang, Ross Girshick, Abhinav Gupta, and Kaiming He · 2018

Cited alongside, same era.

What would you expect? anticipating egocentric actions with rolling-unrolling lstms and modality attention

Antonino Furnari and Giovanni Maria Farinella · 2019

Cited alongside, same era.

Timeception for complex action recognition

Noureldien Hussein, Efstratios Gavves, and Arnold WM Smeulders · 2019

Cited alongside, same era.

Rescaling egocentric vision

Original

Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Antonino Furnari, Evangelos Kazakos, Jian Ma, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, et al · 2020

Later among the works it cites.

Pic: Permutation invariant convolution for recognizing long-range activities

Original

Noureldien Hussein, Efstratios Gavves, and Arnold WM Smeulders · 2020

Later among the works it cites.

Temporal aggregate representations for long-range video understanding

Fadime Sener, Dipika Singhania, and Angela Yao · 2020

Later among the works it cites.

Understanding human hands in contact at internet scale

Dandan Shan, Jiaqi Geng, Michelle Shu, and David F Fouhey · 2020

Later among the works it cites.