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
Learning Muti-expert Distribution Calibration for Long-tailed Video Classification Yufan Hu Junyu Gao Changsheng Xu 19 4 0 22 May 2022
Cross-Enhancement Transformer for Action Segmentation Jiahui Wang Zhenyou Wang Shanna Zhuang Hui Wang ViT 54 23 0 19 May 2022
A CLIP-Hitchhiker's Guide to Long Video Retrieval Max Bain Arsha Nagrani Gül Varol Andrew Zisserman CLIP 129 62 0 17 May 2022
Representation Learning for Compressed Video Action Recognition via Attentive Cross-modal Interaction with Motion Enhancement Bing Li Jiaxin Chen Dongming Zhang Xiuguo Bao Di Huang 21 15 0 07 May 2022
Keypoint based Sign Language Translation without Glosses Youngmin Kim Minji Kwak Dain Lee Yeongeun Kim Hyeongboo Baek SLR 20 7 0 22 Apr 2022
3D Convolutional Networks for Action Recognition: Application to Sport Gesture Recognition Pierre-Etienne Martin J. Benois-Pineau Renaud Péteri A. Zemmari J. Morlier 27 5 0 13 Apr 2022
Hierarchical Self-supervised Representation Learning for Movie Understanding Fanyi Xiao Kaustav Kundu Joseph Tighe Davide Modolo SSL 44 24 0 06 Apr 2022
Learning from Untrimmed Videos: Self-Supervised Video Representation Learning with Hierarchical Consistency Zhiwu Qing Shiwei Zhang Ziyuan Huang Yi Tian Xu Xiang Wang Mingqian Tang Changxin Gao Rong Jin Nong Sang SSL AI4TS 31 17 0 06 Apr 2022
StyleFool: Fooling Video Classification Systems via Style Transfer Yu Cao Xi Xiao Ruoxi Sun Derui Wang Minhui Xue Sheng Wen AAML 13 25 0 30 Mar 2022
An Intelligent End-to-End Neural Architecture Search Framework for Electricity Forecasting Model Development Jin Yang Guangxin Jiang Ying-Fan Huang Ying Chen AI4TS 22 0 0 25 Mar 2022
FERV39k: A Large-Scale Multi-Scene Dataset for Facial Expression Recognition in Videos Yan Wang Yixuan Sun Yiwen Huang Zhongying Liu Shuyong Gao Wei Zhang Weifeng Ge Wenqiang Zhang 22 84 0 17 Mar 2022
ABN: Agent-Aware Boundary Networks for Temporal Action Proposal Generation Khoa T. Vo Kashu Yamazaki Sang Truong M. Tran Akihiro Sugimoto Ngan Le EgoV 27 9 0 16 Mar 2022
TFCNet: Temporal Fully Connected Networks for Static Unbiased Temporal Reasoning Shiwen Zhang AI4TS 27 9 0 11 Mar 2022
Parallel Training of GRU Networks with a Multi-Grid Solver for Long Sequences G. Moon E. Cyr 25 5 0 07 Mar 2022
Automated Parkinson's Disease Detection and Affective Analysis from Emotional EEG Signals R. Parameshwara S. Narayana Murugappan Murugappan Subramanian Ramanathan Ibrahim Radwan Roland Göcke 27 3 0 21 Feb 2022
Should I take a walk? Estimating Energy Expenditure from Video Data Kunyu Peng Alina Roitberg Kailun Yang Jiaming Zhang Rainer Stiefelhagen 18 4 0 01 Feb 2022
Assessing Cross-dataset Generalization of Pedestrian Crossing Predictors Joseph Gesnouin Steve Pechberti B. Stanciulescu Fabien Moutarde 22 12 0 29 Jan 2022
MeMViT: Memory-Augmented Multiscale Vision Transformer for Efficient Long-Term Video Recognition Chao-Yuan Wu Yanghao Li K. Mangalam Haoqi Fan Bo Xiong Jitendra Malik Christoph Feichtenhofer ViT 48 198 0 20 Jan 2022
Hand-Object Interaction Reasoning Jian Ma Dima Damen 27 7 0 13 Jan 2022
OCSampler: Compressing Videos to One Clip with Single-step Sampling Jintao Lin Haodong Duan Kai-xiang Chen Dahua Lin Limin Wang 42 24 0 12 Jan 2022
Multiview Transformers for Video Recognition Shen Yan Xuehan Xiong Anurag Arnab Zhichao Lu Mi Zhang Chen Sun Cordelia Schmid ViT 26 212 0 12 Jan 2022
Motion-Focused Contrastive Learning of Video Representations Rui Li Yiheng Zhang Zhaofan Qiu Ting Yao Dong Liu Tao Mei SSL 39 34 0 11 Jan 2022
Representing Videos as Discriminative Sub-graphs for Action Recognition Dong Li Zhaofan Qiu Yingwei Pan Ting Yao Houqiang Li Tao Mei 44 26 0 11 Jan 2022
Condensing a Sequence to One Informative Frame for Video Recognition Zhaofan Qiu Ting Yao Y. Shu Chong-Wah Ngo Tao Mei 42 9 0 11 Jan 2022
AdaFocus V2: End-to-End Training of Spatial Dynamic Networks for Video Recognition Yulin Wang Yang Yue Yuanze Lin Haojun Jiang Zihang Lai V. Kulikov Nikita Orlov Humphrey Shi Gao Huang 16 50 0 28 Dec 2021
Adversarial Memory Networks for Action Prediction Zhiqiang Tao Yue Bai Handong Zhao Sheng Li Yuanyuan Kong Y. Fu GAN 18 2 0 18 Dec 2021
Distillation of Human-Object Interaction Contexts for Action Recognition Muna Almushyti Frederick W. Li 34 3 0 17 Dec 2021
Temporal Transformer Networks with Self-Supervision for Action Recognition Yongkang Zhang Jun Li Guoming Wu Hanjie Zhang Zhiping Shi Zhaoxun Liu Zizhang Wu ViT 30 4 0 14 Dec 2021
Cross-Modal Transferable Adversarial Attacks from Images to Videos Zhipeng Wei Jingjing Chen Zuxuan Wu Yu-Gang Jiang AAML 26 38 0 10 Dec 2021
Auto-X3D: Ultra-Efficient Video Understanding via Finer-Grained Neural Architecture Search Yi Ding Xinyu Gong Junru Wu Humphrey Shi Zhicheng Yan Zhangyang Wang VGen 52 1 0 09 Dec 2021
RFGAN: RF-Based Human Synthesis Cong Yu Zhi Wu Dongheng Zhang Zhi Lu Yang Hu Yan Chen 29 17 0 07 Dec 2021
BEVT: BERT Pretraining of Video Transformers Rui Wang Dongdong Chen Zuxuan Wu Yinpeng Chen Xiyang Dai Mengchen Liu Yu-Gang Jiang Luowei Zhou Lu Yuan ViT 39 203 0 02 Dec 2021
Weakly-guided Self-supervised Pretraining for Temporal Activity Detection Kumara Kahatapitiya Zhou Ren Haoxiang Li Zhenyu Wu Michael S. Ryoo G. Hua ViT 28 6 0 26 Nov 2021
A Review of Web Infodemic Analysis and Detection Trends across Multi-modalities using Deep Neural Networks Chahat Raj P. Meel 20 0 0 23 Nov 2021
Co-segmentation Inspired Attention Module for Video-based Computer Vision Tasks Arulkumar Subramaniam Jayesh Vaidya Muhammed Ameen Athira M. Nambiar Anurag Mittal 30 7 0 14 Nov 2021
Learning via Long Short-Term Memory (LSTM) network for predicting strains in Railway Bridge members under train induced vibration Amartya Dutta Kamaljyoti Nath 6 2 0 08 Nov 2021
Recurrent Neural Networks for Learning Long-term Temporal Dependencies with Reanalysis of Time Scale Representation Kentaro Ohno Atsutoshi Kumagai CLL AI4CE 6 8 0 05 Nov 2021
ST-ABN: Visual Explanation Taking into Account Spatio-temporal Information for Video Recognition Masahiro Mitsuhara Tsubasa Hirakawa Takayoshi Yamashita H. Fujiyoshi 27 1 0 29 Oct 2021
GTM: Gray Temporal Model for Video Recognition Yanping Zhang Yongxin Yu 33 0 0 20 Oct 2021
Explaining Deep Tractable Probabilistic Models: The sum-product network case Athresh Karanam Saurabh Mathur P. Radivojac David M. Haas Kristian Kersting Sriraam Natarajan FAtt TPM LRM 17 2 0 19 Oct 2021
Boosting the Transferability of Video Adversarial Examples via Temporal Translation Zhipeng Wei Jingjing Chen Zuxuan Wu Yu-Gang Jiang AAML 21 31 0 18 Oct 2021
ASFormer: Transformer for Action Segmentation Fangqiu Yi Hongyu Wen Tingting Jiang ViT 79 173 0 16 Oct 2021
Object-Region Video Transformers Roei Herzig Elad Ben-Avraham K. Mangalam Amir Bar Gal Chechik Anna Rohrbach Trevor Darrell Amir Globerson ViT 30 82 0 13 Oct 2021
Early Melanoma Diagnosis with Sequential Dermoscopic Images Zhen Yu Jennifer Nguyen Toàn D. Nguyên J. Kelly C. Mclean Paul Bonnington Lei Zhang Victoria Mar Z. Ge 27 41 0 12 Oct 2021
Video Is Graph: Structured Graph Module for Video Action Recognition Rongjie Li Xiaojun Wu Tianyang Xu 46 12 0 12 Oct 2021
Unsupervised Motion Representation Learning with Capsule Autoencoders Ziwei Xu Xudong Shen Yongkang Wong Mohan S. Kankanhalli 46 20 0 01 Oct 2021
TSM: Temporal Shift Module for Efficient and Scalable Video Understanding on Edge Device Ji Lin Chuang Gan Kuan-Chieh Jackson Wang Song Han 40 64 0 27 Sep 2021
Sum-Product-Attention Networks: Leveraging Self-Attention in Probabilistic Circuits Zhongjie Yu Devendra Singh Dhami Kristian Kersting TPM 3DPC LRM 26 0 0 14 Sep 2021
Dual-view Snapshot Compressive Imaging via Optical Flow Aided Recurrent Neural Network Ruiying Lu Bo Chen Guanliang Liu Ziheng Cheng Mu Qiao Xin Yuan 10 7 0 11 Sep 2021
Efficient Action Recognition Using Confidence Distillation Shervin Manzuri Shalmani Fei Chiang Ronghuo Zheng 27 6 0 05 Sep 2021