Deep Learning for Video Analysis

Spatiotemporal Features

Deep Learning for Video Classification and Captioning

https://arxiv.org/pdf/1609.06782.pdf

Large-scale Video Classification with Convolutional Neural Networks

https://static.googleusercontent.com/media/research.google.com/zh-CN//pubs/archive/42455.pdf

Learning Spatiotemporal Features with 3D Convolutional Networks

http://www.cv-foundation.org/openaccess/content_iccv_2015/papers/Tran_Learning_Spatiotemporal_Features_ICCV_2015_paper.pdf

Two-Stream Convolutional Networks for Action Recognition in Videos

https://papers.nips.cc/paper/5353-two-stream-convolutional-networks-for-action-recognition-in-videos.pdf

Action Recognition with Trajectory-Pooled Deep-Convolutional Descriptors

http://www.cv-foundation.org/openaccess/content_cvpr_2015/papers/Wang_Action_Recognition_With_2015_CVPR_paper.pdf

Multimodal

AENet: Learning Deep Audio Features for Video Analysis

https://arxiv.org/pdf/1701.00599.pdf

Look, Listen and Learn

https://arxiv.org/pdf/1705.08168.pdf

Objects that Sound

https://arxiv.org/pdf/1712.06651

Learning a Text-Video Embedding from Incomplete and Heterogeneous Data

https://arxiv.org/pdf/1804.02516.pdf

Learning to Separate Object Sounds by Watching Unlabeled Video

https://arxiv.org/pdf/1804.01665.pdf