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
TrouSPI-Net: Spatio-temporal attention on parallel atrous convolutions and U-GRUs for skeletal pedestrian crossing prediction Joseph Gesnouin Steve Pechberti B. Stanciulescu Fabien Moutarde 45 22 0 02 Sep 2021
SlowFast Rolling-Unrolling LSTMs for Action Anticipation in Egocentric Videos Nada Osman Guglielmo Camporese Pasquale Coscia Lamberto Ballan EgoV 39 20 0 02 Sep 2021
Social Fabric: Tubelet Compositions for Video Relation Detection Shuo Chen Zenglin Shi Pascal Mettes Cees G. M. Snoek ViT 36 21 0 18 Aug 2021
Vision-Guided Forecasting -- Visual Context for Multi-Horizon Time Series Forecasting Eitan Kosman Dotan Di Castro AI4TS 24 1 0 27 Jul 2021
Delta Sampling R-BERT for limited data and low-light action recognition Sanchit Hira Ritwik Das Abhinav Modi D. Pakhomov 75 17 0 12 Jul 2021
Long Short-Term Transformer for Online Action Detection Mingze Xu Yuanjun Xiong Hao Chen Xinyu Li Wei Xia Zhuowen Tu Stefano Soatto ViT 40 130 0 07 Jul 2021
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 54 95 0 01 Jul 2021
Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting Martine Toering Ioannis Gatopoulos M. Stol Vincent Tao Hu SSL 40 11 0 18 Jun 2021
JRDB-Act: A Large-scale Dataset for Spatio-temporal Action, Social Group and Activity Detection Mahsa Ehsanpour F. Saleh Silvio Savarese Ian Reid Hamid Rezatofighi 30 42 0 16 Jun 2021
Multi-level Attention Fusion Network for Audio-visual Event Recognition Mathilde Brousmiche Jean Rouat Stéphane Dupont 27 11 0 12 Jun 2021
Video Imprint Zhanning Gao Le Wang Nebojsa Jojic Zhenxing Niu N. Zheng G. Hua 32 5 0 07 Jun 2021
Continual 3D Convolutional Neural Networks for Real-time Processing of Videos Lukas Hedegaard Alexandros Iosifidis 3DPC 23 14 0 31 May 2021
SSAN: Separable Self-Attention Network for Video Representation Learning Xudong Guo Xun Guo Yan Lu ViT AI4TS 14 26 0 27 May 2021
Temporal Action Proposal Generation with Transformers Lining Wang Haosen Yang Wenhao Wu H. Yao Hujie Huang ViT 38 27 0 25 May 2021
Unsupervised Video Summarization with a Convolutional Attentive Adversarial Network Guoqiang Liang Yanbing Lv Shucheng Li Shizhou Zhang Yanning Zhang GAN 13 9 0 24 May 2021
A multimodal deep learning framework for scalable content based visual media retrieval Ambareesh Ravi Amith Nandakumar 21 3 0 18 May 2021
PLSM: A Parallelized Liquid State Machine for Unintentional Action Detection Dipayan Das Saumik Bhattacharya Umapada Pal S. Chanda 21 8 0 06 May 2021
Action in Mind: A Neural Network Approach to Action Recognition and Segmentation Zahra Gharaee 24 3 0 30 Apr 2021
FrameExit: Conditional Early Exiting for Efficient Video Recognition Amir Ghodrati B. Bejnordi A. Habibian 42 81 0 27 Apr 2021
Three-stream network for enriched Action Recognition Ivaxi Sheth 19 4 0 27 Apr 2021
VidTr: Video Transformer Without Convolutions Yanyi Zhang Xinyu Li Chunhui Liu Bing Shuai Yi Zhu Biagio Brattoli Hao Chen I. Marsic Joseph Tighe ViT 148 193 0 23 Apr 2021
Modeling long-term interactions to enhance action recognition Alejandro Cartas Petia Radeva Mariella Dimiccoli EgoV 27 6 0 23 Apr 2021
MGSampler: An Explainable Sampling Strategy for Video Action Recognition Yuan Zhi Zhan Tong Limin Wang Gangshan Wu TTA 19 72 0 20 Apr 2021
HCMS: Hierarchical and Conditional Modality Selection for Efficient Video Recognition Zejia Weng Zuxuan Wu Hengduo Li Jingjing Chen Yu-Gang Jiang 32 4 0 20 Apr 2021
Temporal Query Networks for Fine-grained Video Understanding Chuhan Zhang Ankush Gupta Andrew Zisserman 24 83 0 19 Apr 2021
Non-linear Functional Modeling using Neural Networks Aniruddha Rajendra Rao M. Reimherr 25 29 0 19 Apr 2021
Towards Extremely Compact RNNs for Video Recognition with Fully Decomposed Hierarchical Tucker Structure Miao Yin Siyu Liao Xiao-Yang Liu Xiaodong Wang Bo Yuan AI4TS 27 31 0 12 Apr 2021
Multimodal Object Detection via Probabilistic Ensembling Yi-Ting Chen Jing Shi Zelin Ye Christoph Mertz Deva Ramanan Shu Kong 13 101 0 07 Apr 2021
Beyond Short Clips: End-to-End Video-Level Learning with Collaborative Memories Xitong Yang Haoqi Fan Lorenzo Torresani L. Davis Heng Wang VLM 27 20 0 02 Apr 2021
ViViT: A Video Vision Transformer Anurag Arnab Mostafa Dehghani G. Heigold Chen Sun Mario Lucic Cordelia Schmid ViT 30 2,093 0 29 Mar 2021
Busy-Quiet Video Disentangling for Video Classification Guoxi Huang A. Bors 28 6 0 29 Mar 2021
An Image is Worth 16x16 Words, What is a Video Worth? Gilad Sharir Asaf Noy Lihi Zelnik-Manor ViT 24 121 0 25 Mar 2021
MoViNets: Mobile Video Networks for Efficient Video Recognition Dan Kondratyuk Liangzhe Yuan Yandong Li Li Zhang Mingxing Tan Matthew A. Brown Boqing Gong 18 228 0 21 Mar 2021
PGT: A Progressive Method for Training Models on Long Videos Bo Pang Gao Peng Yizhuo Li Cewu Lu VLM 24 12 0 21 Mar 2021
Hopper: Multi-hop Transformer for Spatiotemporal Reasoning Honglu Zhou Asim Kadav Farley Lai Alexandru Niculescu-Mizil Martin Renqiang Min Mubbasir Kapadia H. Graf LRM 48 18 0 19 Mar 2021
CLTA: Contents and Length-based Temporal Attention for Few-shot Action Recognition Yang Bo Yangdi Lu Wenbo He VLM 27 0 0 18 Mar 2021
PredRNN: A Recurrent Neural Network for Spatiotemporal Predictive Learning Yunbo Wang Haixu Wu Jianjin Zhang Zhifeng Gao Jianmin Wang Philip S. Yu Mingsheng Long 28 378 0 17 Mar 2021
Coarse-Fine Networks for Temporal Activity Detection in Videos Kumara Kahatapitiya Michael S. Ryoo AI4TS 53 38 0 01 Mar 2021
Phase Space Reconstruction Network for Lane Intrusion Action Recognition Ruiwen Zhang Zhidong Deng Hongsen Lin Hongchao Lu 24 0 0 22 Feb 2021
Win-Fail Action Recognition Paritosh Parmar B. Morris 24 5 0 15 Feb 2021
Driving Style Representation in Convolutional Recurrent Neural Network Model of Driver Identification Sobhan Moosavi P. Mahajan Srinivasan Parthasarathy Colleen Saunders-Chukwu R. Ramnath AILaw 26 16 0 11 Feb 2021
Face Recognition using 3D CNNs N. Mishra S. Singh 3DH CVBM 22 5 0 02 Feb 2021
CyclingNet: Detecting cycling near misses from video streams in complex urban scenes with deep learning M. Ibrahim James Haworth Nicola Christie T. Cheng 34 14 0 31 Jan 2021
Position, Padding and Predictions: A Deeper Look at Position Information in CNNs Md. Amirul Islam M. Kowal Sen Jia Konstantinos G. Derpanis Neil D. B. Bruce 30 55 0 28 Jan 2021
A Case Study of Deep Learning Based Multi-Modal Methods for Predicting the Age-Suitability Rating of Movie Trailers Mahsa Shafaei C. Smailis I. Kakadiaris Thamar Solorio 165 1 0 26 Jan 2021
Bridging the gap between Human Action Recognition and Online Action Detection Alban Main De Boissiere R. Noumeir 22 0 0 21 Jan 2021
Personal Privacy Protection via Irrelevant Faces Tracking and Pixelation in Video Live Streaming Jizhe Zhou Chi-Man Pun PICV 32 34 0 04 Jan 2021
Privacy-sensitive Objects Pixelation for Live Video Streaming Jizhe Zhou Chi-Man Pun Yu Tong 38 9 0 03 Jan 2021
Uncertainty-sensitive Activity Recognition: a Reliability Benchmark and the CARING Models Alina Roitberg Monica Haurilet Manuel Martínez Rainer Stiefelhagen UQCV 39 6 0 02 Jan 2021
3D Human motion anticipation and classification Emad Barsoum J. Kender Zicheng Liu 3DH 21 1 0 31 Dec 2020