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
Spatio-Temporal Action Graph Networks Roei Herzig Elad Levi Huijuan Xu Hang Gao Eli Brosh Xiaolong Wang Amir Globerson Trevor Darrell GNN 24 20 0 04 Dec 2018
Disease Detection in Weakly Annotated Volumetric Medical Images using a Convolutional LSTM Network Nathaniel Braman David Beymer E. Dehghan 11 5 0 03 Dec 2018
Deep Multimodal Learning: An Effective Method for Video Classification Tianqi Zhao 9 4 0 30 Nov 2018
AdaFrame: Adaptive Frame Selection for Fast Video Recognition Zuxuan Wu Caiming Xiong Chih-Yao Ma R. Socher L. Davis 125 195 0 29 Nov 2018
Adversarial Attacks for Optical Flow-Based Action Recognition Classifiers Nathan Inkawhich Matthew J. Inkawhich Yiran Chen H. Li AAML 19 38 0 28 Nov 2018
Future-State Predicting LSTM for Early Surgery Type Recognition Siddharth Kannan Gaurav Yengera Didier Mutter J. Marescaux N. Padoy 19 31 0 28 Nov 2018
Evolving Space-Time Neural Architectures for Videos A. Piergiovanni A. Angelova Alexander Toshev Michael S. Ryoo 34 57 0 26 Nov 2018
Temporal Bilinear Networks for Video Action Recognition Yanghao Li Sijie Song Yuqi Li Jiaying Liu 22 34 0 25 Nov 2018
Deep RNN Framework for Visual Sequential Applications Bo Pang Kaiwen Zha Hanwen Cao Chen Shi Cewu Lu ViT HAI 23 47 0 25 Nov 2018
A Proposal-Based Solution to Spatio-Temporal Action Detection in Untrimmed Videos Joshua Gleason Rajeev Ranjan S. Schwarcz Carlos D. Castillo Jun-Cheng Chen Rama Chellappa 24 40 0 20 Nov 2018
TSM: Temporal Shift Module for Efficient Video Understanding Ji Lin Chuang Gan Song Han 47 1,672 0 20 Nov 2018
Temporal Recurrent Networks for Online Action Detection Mingze Xu M. Gao Yi-Ting Chen L. Davis David J. Crandall OffRL 31 163 0 18 Nov 2018
Recurrent Convolutions for Causal 3D CNNs Gurkirt Singh Fabio Cuzzolin 3DPC 19 0 0 17 Nov 2018
Relational Long Short-Term Memory for Video Action Recognition Zexi Chen B. Ramachandra Tianfu Wu Ranga Raju Vatsavai 24 5 0 16 Nov 2018
CAN: Composite Appearance Network for Person Tracking and How to Model Errors in a Tracking System N. Narayan Nishant Sankaran S. Setlur V. Govindaraju 23 1 0 15 Nov 2018
Spatio-temporal Stacked LSTM for Temperature Prediction in Weather Forecasting Zahra Karevan Johan A. K. Suykens 19 39 0 15 Nov 2018
NeXtVLAD: An Efficient Neural Network to Aggregate Frame-level Features for Large-scale Video Classification Rongcheng Lin Jing Xiao Jianping Fan VLM 24 103 0 12 Nov 2018
StNet: Local and Global Spatial-Temporal Modeling for Action Recognition Dongliang He Zhichao Zhou Chuang Gan Fu Li Xiao-Chang Liu Yandong Li Limin Wang Shilei Wen 36 133 0 05 Nov 2018
Random Temporal Skipping for Multirate Video Analysis Yi Zhu Shawn D. Newsam 14 14 0 30 Oct 2018
$A^2$ -Nets: Double Attention Networks Yunpeng Chen Yannis Kalantidis Jianshu Li Shuicheng Yan Jiashi Feng 35 529 0 27 Oct 2018
HAR-Net:Fusing Deep Representation and Hand-crafted Features for Human Activity Recognition Mingtao Dong Jindong Han 11 21 0 25 Oct 2018
Combined Static and Motion Features for Deep-Networks Based Activity Recognition in Videos Sameera Ramasinghe Jathushan Rajasegaran Vinoj Jayasundara Kanchana Ranasinghe Ranga Rodrigo A. Pasqual 24 13 0 16 Oct 2018
Improving Generalization of Sequence Encoder-Decoder Networks for Inverse Imaging of Cardiac Transmembrane Potential S. Ghimire P. Gyawali J. Sapp M. Horacek Linwei Wang MedIm 39 1 0 12 Oct 2018
Representation Flow for Action Recognition A. Piergiovanni Michael S. Ryoo 30 146 0 02 Oct 2018
Training compact deep learning models for video classification using circulant matrices Alexandre Araujo Benjamin Négrevergne Y. Chevaleyre Jamal Atif 34 14 0 02 Oct 2018
Towards Good Practices for Multi-modal Fusion in Large-scale Video Classification Jinlai Liu Zehuan Yuan Changhu Wang 24 9 0 16 Sep 2018
Parallel Separable 3D Convolution for Video and Volumetric Data Understanding Felix Gonda D. Wei T. Parag Hanspeter Pfister 3DPC 28 19 0 11 Sep 2018
Temporal-Spatial Mapping for Action Recognition Xiaolin Song Cuiling Lan Wenjun Zeng Junliang Xing Jingyu Yang Xiaoyan Sun 33 48 0 11 Sep 2018
Using phase instead of optical flow for action recognition Omar Hommos S. Pintea Pascal Mettes Jan van Gemert 47 13 0 10 Sep 2018
Unsupervised Learning of View-invariant Action Representations Junnan Li Yongkang Wong Qi Zhao Mohan Kankanhalli SSL 34 99 0 06 Sep 2018
Constrained-size Tensorflow Models for YouTube-8M Video Understanding Challenge Tianqi Liu Bo Liu ALM MQ 36 5 0 21 Aug 2018
BlockQNN: Efficient Block-wise Neural Network Architecture Generation Zhaobai Zhong Zichen Yang Boyang Deng Junjie Yan Wei Wu Jing Shao Cheng-Lin Liu 14 113 0 16 Aug 2018
Time Perception Machine: Temporal Point Processes for the When, Where and What of Activity Prediction Yatao Zhong Bicheng Xu Guang-Tong Zhou L. Bornn Greg Mori AI4TS 24 11 0 13 Aug 2018
Pixel Objectness: Learning to Segment Generic Objects Automatically in Images and Videos Bo Xiong S. Jain Kristen Grauman VOS 29 32 0 11 Aug 2018
Interaction-aware Spatio-temporal Pyramid Attention Networks for Action Classification Yang Du Chunfen Yuan Bing Li Lili Zhao Yangxi Li Weiming Hu 81 79 0 03 Aug 2018
Multi-Fiber Networks for Video Recognition Yunpeng Chen Yannis Kalantidis Jianshu Li Shuicheng Yan Jiashi Feng CVBM 19 216 0 30 Jul 2018
Actor-Centric Relation Network Chen Sun Abhinav Shrivastava Carl Vondrick Kevin Patrick Murphy Rahul Sukthankar Cordelia Schmid 47 220 0 28 Jul 2018
Motion Feature Network: Fixed Motion Filter for Action Recognition Myunggi Lee Seungeui Lee S. Son Gyutae Park Nojun Kwak 30 121 0 26 Jul 2018
Contrastive Video Representation Learning via Adversarial Perturbations Jue Wang A. Cherian 19 1 0 24 Jul 2018
Multimodal Classification with Deep Convolutional-Recurrent Neural Networks for Electroencephalography Chuanqi Tan F. Sun Wenchang Zhang Jianhua Chen Chunfang Liu 18 41 0 24 Jul 2018
Correlation Net: Spatiotemporal multimodal deep learning for action recognition N. Yudistira Takio Kurita 32 21 0 22 Jul 2018
Deep Discriminative Model for Video Classification M. Tavakolian Abdenour Hadid 10 4 0 22 Jul 2018
Operator-in-the-Loop Deep Sequential Multi-camera Feature Fusion for Person Re-identification K. L. Navaneet Ravi Kiran Sarvadevabhatla Shashank Shekhar R. Venkatesh Babu Anirban Chakraborty 19 13 0 19 Jul 2018
Scheduling Computation Graphs of Deep Learning Models on Manycore CPUs Linpeng Tang Yida Wang Theodore L. Willke Kai Li GNN 21 22 0 16 Jul 2018
Adding Attentiveness to the Neurons in Recurrent Neural Networks Pengfei Zhang Jianru Xue Cuiling Lan Wenjun Zeng Zhanning Gao Nanning Zheng 33 95 0 12 Jul 2018
Small-scale Pedestrian Detection Based on Somatic Topology Localization and Temporal Feature Aggregation Tao Song Leiyu Sun Di Xie Haiming Sun Shiliang Pu 24 54 0 04 Jul 2018
Deep Architectures and Ensembles for Semantic Video Classification Eng-Jon Ong S. Husain Mikel Bober-Irizar M. Bober 13 26 0 03 Jul 2018
Human Action Recognition and Prediction: A Survey Yu Kong Y. Fu 38 606 0 28 Jun 2018
Modeling Spatio-Temporal Human Track Structure for Action Localization Guilhem Chéron A. Osokin Ivan Laptev Cordelia Schmid 15 3 0 28 Jun 2018
Exploiting Spatial-Temporal Modelling and Multi-Modal Fusion for Human Action Recognition Dongliang He Fu Li Qijie Zhao Xiang Long Yi Fu Shilei Wen 33 18 0 27 Jun 2018