Beyond Short Snippets: Deep Networks for Video Classification

31 March 2015

Joe Yue-Hei Ng

Matthew J. Hausknecht

Sudheendra Vijayanarasimhan

Papers citing "Beyond Short Snippets: Deep Networks for Video Classification"

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Title
Hierarchical Multi-scale Attention Networks for Action Recognition Shiyang Yan Jeremy S. Smith Wenjin Lu Bailing Zhang 26 37 0 25 Aug 2017
Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks Victor Campos Brendan Jou Xavier Giró-i-Nieto Jordi Torres Shih-Fu Chang 21 217 0 22 Aug 2017
ConvNet Architecture Search for Spatiotemporal Feature Learning Du Tran Jamie Ray Zheng Shou Shih-Fu Chang Manohar Paluri 3DPC 40 382 0 16 Aug 2017
mAnI: Movie Amalgamation using Neural Imitation Naveen Panwar Shreya Khare Neelamadhav Gantayat Rahul Aralikatte Senthil Mani A. Sankaran DiffM VGen 21 0 0 16 Aug 2017
Attacking Automatic Video Analysis Algorithms: A Case Study of Google Cloud Video Intelligence API Hossein Hosseini Baicen Xiao Andrew Clark Radha Poovendran AAML 16 24 0 14 Aug 2017
Lattice Long Short-Term Memory for Human Action Recognition Lin Sun Kui Jia Kevin Chen Dit-Yan Yeung Bertram E. Shi Silvio Savarese 27 154 0 13 Aug 2017
Learning Deep Neural Networks for Vehicle Re-ID with Visual-spatio-temporal Path Proposals Yantao Shen Tong Xiao Hongsheng Li Shuai Yi Xiaogang Wang 25 286 0 13 Aug 2017
What Actions are Needed for Understanding Human Actions in Videos? Gunnar A. Sigurdsson Olga Russakovsky Abhinav Gupta 22 133 0 09 Aug 2017
Extreme Low Resolution Activity Recognition with Multi-Siamese Embedding Learning Michael S. Ryoo Kiyoon Kim H. Yang 19 70 0 03 Aug 2017
Attention Transfer from Web Images for Video Recognition Junnan Li Yongkang Wong Qi Zhao Mohan Kankanhalli 31 45 0 03 Aug 2017
Temporal Dynamic Graph LSTM for Action-driven Video Object Detection Yuan. Yuan Xiaodan Liang Xueliang Wang Dit-Yan Yeung Abhinav Gupta 22 93 0 02 Aug 2017
cvpaper.challenge in 2016: Futuristic Computer Vision through 1,600 Papers Survey Hirokatsu Kataoka Soma Shirakabe Yun He S. Ueta Teppei Suzuki ... Ryousuke Takasawa Masataka Fuchida Yudai Miyashita Kazushige Okayasu Yuta Matsuzaki 30 1 0 20 Jul 2017
Discriminative convolutional Fisher vector network for action recognition P. Palasek Ioannis Patras 19 6 0 19 Jul 2017
Recognizing and Curating Photo Albums via Event-Specific Image Importance Yufei Wang Zhe-nan Lin Xiaohui Shen R. Měch G. Miller G. Cottrell 36 13 0 19 Jul 2017
Skeleton-Based Human Action Recognition with Global Context-Aware Attention LSTM Networks Jun Liu G. Wang Ling-yu Duan Kamila Abdiyeva Alex C. Kot HAI 35 486 0 18 Jul 2017
Learning Fashion Compatibility with Bidirectional LSTMs Xintong Han Zuxuan Wu Yu-Gang Jiang L. Davis 19 367 0 18 Jul 2017
Show and Recall: Learning What Makes Videos Memorable Sumit Shekhar Dhruv Singal Harvineet Singh Manav Kedia Akhil Shetty 20 40 0 17 Jul 2017
Cultivating DNN Diversity for Large Scale Video Labelling Mikel Bober-Irizar S. Husain Eng-Jon Ong M. Bober 18 9 0 13 Jul 2017
UTS submission to Google YouTube-8M Challenge 2017 Linchao Zhu Yanbin Liu Yi Yang 26 5 0 13 Jul 2017
Deep Fisher Discriminant Learning for Mobile Hand Gesture Recognition Chunyu Xie Ce Li Baochang Zhang Chong Chen Jungong Han HAI 27 64 0 12 Jul 2017
Tensor-Train Recurrent Neural Networks for Video Classification Yinchong Yang Denis Krompass Volker Tresp 33 241 0 06 Jul 2017
Aggregating Frame-level Features for Large-Scale Video Classification Shaoxiang Chen Xi Wang Yongyi Tang Xinpeng Chen Zuxuan Wu Yu-Gang Jiang 18 22 0 04 Jul 2017
Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates Jun Liu Amir Shahroudy Dong Xu Alex C. Kot G. Wang 25 452 0 26 Jun 2017
YoTube: Searching Action Proposal via Recurrent and Static Regression Networks Erik Cambria Romain Vial Shijian Lu Yonghong Tian Xianbin Cao 36 45 0 26 Jun 2017
An Effective Way to Improve YouTube-8M Classification Accuracy in Google Cloud Platform Zhenzhen Zhong Shujiao Huang Cheng Zhan Licheng Zhang Zhiwei Xiao Chang-Chun Wang Pei Yang 39 1 0 26 Jun 2017
A Self-Adaptive Proposal Model for Temporal Action Detection based on Reinforcement Learning Jingjia Huang Nannan Li Zhang Tao Ge Li 28 8 0 22 Jun 2017
Learnable pooling with Context Gating for video classification Antoine Miech Ivan Laptev Josef Sivic 23 327 0 21 Jun 2017
Hierarchical Label Inference for Video Classification Nelson Nauata Jonathan Smith Greg Mori BDL 21 2 0 15 Jun 2017
Modeling Multimodal Clues in a Hybrid Deep Learning Framework for Video Classification Yu-Gang Jiang Zuxuan Wu Jinhui Tang Zechao Li Xiangyang Xue Shih-Fu Chang 19 98 0 14 Jun 2017
Large-Scale YouTube-8M Video Understanding with Deep Neural Networks Manuk Akopyan Eshsou Khashba 22 7 0 14 Jun 2017
Joint Max Margin and Semantic Features for Continuous Event Detection in Complex Scenes Iman Abbasnejad Sridha Sridharan Simon Denman Clinton Fookes Simon Lucey 9 1 0 13 Jun 2017
Compression Fractures Detection on CT A. Bar Lior Wolf Orna Bergman Amitai Eyal Toledano E. Elnekave 21 68 0 06 Jun 2017
EvaluationNet: Can Human Skill be Evaluated by Deep Networks? S. T. Kim Yong Man Ro 29 5 0 31 May 2017
Discriminatively Learned Hierarchical Rank Pooling Networks Basura Fernando Stephen Gould AI4TS 32 24 0 30 May 2017
Predicting Human Interaction via Relative Attention Model Yichao Yan Bingbing Ni Xiaokang Yang 14 20 0 26 May 2017
Extraction and Classification of Diving Clips from Continuous Video Footage Aiden Nibali Zhen He Stuart Morgan Daniel Greenwood 36 18 0 25 May 2017
Sequence Summarization Using Order-constrained Kernelized Feature Subspaces A. Cherian S. Sra Richard I. Hartley AI4TS 28 1 0 24 May 2017
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 80 7,920 0 22 May 2017
Learning Spatiotemporal Features for Infrared Action Recognition with 3D Convolutional Neural Networks Zhuolin Jiang Viktor Rozgic Sancar Adali 3DPC 23 42 0 18 May 2017
Object-Level Context Modeling For Scene Classification with Context-CNN Syed Ashar Javed A. Nelakanti VLM 30 10 0 11 May 2017
Temporal Segment Networks for Action Recognition in Videos Limin Wang Yuanjun Xiong Zhe Wang Yu Qiao Dahua Lin Xiaoou Tang Luc Van Gool ViT 37 803 0 08 May 2017
Max-Pooling Loss Training of Long Short-Term Memory Networks for Small-Footprint Keyword Spotting Ming Sun A. Raju George Tucker S. Panchapagesan Gengshen Fu Arindam Mandal Spyros Matsoukas N. Strom S. Vitaladevuni 16 118 0 05 May 2017
TALL: Temporal Activity Localization via Language Query J. Gao Chen Sun Zhenheng Yang Ram Nevatia 68 799 0 05 May 2017
Second-order Temporal Pooling for Action Recognition A. Cherian Stephen Gould EgoV 11 29 0 23 Apr 2017
Temporal Action Detection with Structured Segment Networks Yue Zhao Yuanjun Xiong Limin Wang Zhirong Wu Xiaoou Tang Dahua Lin 25 911 0 20 Apr 2017
Learning Video Object Segmentation with Visual Memory P. Tokmakov Alahari Karteek Cordelia Schmid VOS 12 325 0 19 Apr 2017
Predictive-Corrective Networks for Action Detection Achal Dave Olga Russakovsky Deva Ramanan AI4TS 40 55 0 12 Apr 2017
ActionVLAD: Learning spatio-temporal aggregation for action classification Rohit Girdhar Deva Ramanan Abhinav Gupta Josef Sivic Bryan C. Russell AI4TS 16 450 0 10 Apr 2017
Action Representation Using Classifier Decision Boundaries Jue Wang A. Cherian Fatih Porikli Stephen Gould FAtt 30 1 0 06 Apr 2017
Hidden Two-Stream Convolutional Networks for Action Recognition Yi Zhu Zhenzhong Lan Shawn D. Newsam Alexander G. Hauptmann 6 281 0 02 Apr 2017