A Closer Look at Spatiotemporal Convolutions for Action Recognition

30 November 2017

Heng Wang

Papers citing "A Closer Look at Spatiotemporal Convolutions for Action Recognition"

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Title
Localizing Anomalies from Weakly-Labeled Videos Hui Lv Chuanwei Zhou Chunyan Xu Zhen Cui Jian Yang 20 111 0 20 Aug 2020
AssembleNet++: Assembling Modality Representations via Attention Connections Michael S. Ryoo A. Piergiovanni Juhana Kangaspunta A. Angelova 15 44 0 18 Aug 2020
DFEW: A Large-Scale Database for Recognizing Dynamic Facial Expressions in the Wild Xingxun Jiang Yuan Zong Wenming Zheng Chuangao Tang Wanchuang Xia Cheng Lu Jiateng Liu 30 153 0 13 Aug 2020
Self-supervised Video Representation Learning by Pace Prediction Jiangliu Wang Jianbo Jiao Yunhui Liu SSL AI4TS 24 233 0 13 Aug 2020
Look, Listen, and Attend: Co-Attention Network for Self-Supervised Audio-Visual Representation Learning Ying Cheng Ruize Wang Zhihao Pan Rui Feng Yuejie Zhang SSL 36 106 0 13 Aug 2020
Learning Temporally Invariant and Localizable Features via Data Augmentation for Video Recognition Taeoh Kim Hyeongmin Lee Myeongah Cho Hankook Lee Dong Heon Cho Sangyoun Lee 40 24 0 13 Aug 2020
2nd Place Scheme on Action Recognition Track of ECCV 2020 VIPriors Challenges: An Efficient Optical Flow Stream Guided Framework Haoyu Chen Zitong Yu Xin Liu Wei Peng Yoon Lee Guoying Zhao 3DPC 31 4 0 10 Aug 2020
Exploring Relations in Untrimmed Videos for Self-Supervised Learning Dezhao Luo Bo Fang Yu Zhou Yucan Zhou Dayan Wu Weiping Wang 35 21 0 06 Aug 2020
Self-supervised Video Representation Learning Using Inter-intra Contrastive Framework Li Tao Xueting Wang T. Yamasaki SSL 25 106 0 06 Aug 2020
Self-supervised Temporal Discriminative Learning for Video Representation Learning Jinpeng Wang Yiqi Lin A. J. Ma Pong C. Yuen TTA 31 11 0 05 Aug 2020
Self-supervised learning using consistency regularization of spatio-temporal data augmentation for action recognition Jinpeng Wang Yiqi Lin A. J. Ma SSL 23 1 0 05 Aug 2020
Late Temporal Modeling in 3D CNN Architectures with BERT for Action Recognition M. E. Kalfaoglu Sinan Kalkan A. Aydin Alatan 3DPC 39 140 0 03 Aug 2020
HAMLET: A Hierarchical Multimodal Attention-based Human Activity Recognition Algorithm Md. Mofijul Islam Tariq Iqbal 22 80 0 03 Aug 2020
Residual Frames with Efficient Pseudo-3D CNN for Human Action Recognition Jiawei Chen Jenson Hsiao C. Ho 20 5 0 03 Aug 2020
The End-of-End-to-End: A Video Understanding Pentathlon Challenge (2020) Samuel Albanie Yang Liu Arsha Nagrani Antoine Miech Ernesto Coto ... Kaixu Cui Hui Liu Chen Wang Yudong Jiang Xiaoshuai Hao 34 9 0 03 Aug 2020
Actor-Action Video Classification CSC 249/449 Spring 2020 Challenge Report Jing Shi Zhiheng Li Haitian Zheng Yihang Xu Tianyou Xiao ... R. Magnotti A. Sexton Jeet Thaker Oscar Su Chenliang Xu 20 1 0 01 Aug 2020
AR-Net: Adaptive Frame Resolution for Efficient Action Recognition Yue Meng Chung-Ching Lin Yikang Shen P. Sattigeri Leonid Karlinsky A. Oliva Kate Saenko Rogerio Feris 23 141 0 31 Jul 2020
Representation Learning with Video Deep InfoMax R. Devon Hjelm Philip Bachman SSL MDE 26 28 0 27 Jul 2020
Deep Knowledge Tracing with Learning Curves Shan Yang Mengxia Zhu Xuesong Lu AI4Ed HAI 18 5 0 26 Jul 2020
Approximated Bilinear Modules for Temporal Modeling Xinqi Zhu Chang Xu Langwen Hui Cewu Lu Dacheng Tao 25 23 0 25 Jul 2020
Perceptron Synthesis Network: Rethinking the Action Scale Variances in Videos Yuan Tian Guangtao Zhai Zhiyong Gao 33 0 0 22 Jul 2020
Depthwise Spatio-Temporal STFT Convolutional Neural Networks for Human Action Recognition Sudhakar Kumawat Manisha Verma Yuta Nakashima Shanmuganathan Raman 141 42 0 22 Jul 2020
Directional Temporal Modeling for Action Recognition Xinyu Li Bing Shuai Joseph Tighe 19 41 0 21 Jul 2020
Video Representation Learning by Recognizing Temporal Transformations Simon Jenni Givi Meishvili Paolo Favaro 131 133 0 21 Jul 2020
Unified Multisensory Perception: Weakly-Supervised Audio-Visual Video Parsing Yapeng Tian Dingzeyu Li Chenliang Xu 34 181 0 21 Jul 2020
Hierarchical Contrastive Motion Learning for Video Action Recognition Xitong Yang Xiaodong Yang Sifei Liu Deqing Sun L. Davis Jan Kautz SSL 38 13 0 20 Jul 2020
MotionSqueeze: Neural Motion Feature Learning for Video Understanding Heeseung Kwon Manjin Kim Suha Kwak Minsu Cho FAtt 20 128 0 20 Jul 2020
Context-Aware RCNN: A Baseline for Action Detection in Videos Jianchao Wu Zhanghui Kuang Limin Wang Wayne Zhang Gangshan Wu 30 79 0 20 Jul 2020
RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices Wei Niu Mengshu Sun Zechao Li Jou-An Chen Jiexiong Guan Xipeng Shen Yanzhi Wang Sijia Liu Xue Lin Bin Ren MQ 29 12 0 20 Jul 2020
Temporal Distinct Representation Learning for Action Recognition Junwu Weng Donghao Luo Yabiao Wang Ying Tai Chengjie Wang Jilin Li Feiyue Huang Xudong Jiang Junsong Yuan 17 26 0 15 Jul 2020
Alleviating Over-segmentation Errors by Detecting Action Boundaries Yuchi Ishikawa Seito Kasai Y. Aoki Hirokatsu Kataoka 22 138 0 14 Jul 2020
IntegralAction: Pose-driven Feature Integration for Robust Human Action Recognition in Videos Gyeongsik Moon Heeseung Kwon Kyoung Mu Lee Minsu Cho 22 26 0 13 Jul 2020
Fusing Motion Patterns and Key Visual Information for Semantic Event Recognition in Basketball Videos Lifang Wu Zhou Yang Qi Wang Meng Jian Boxuan Zhao Junchi Yan Chang Wen Chen 29 33 0 13 Jul 2020
Universal-to-Specific Framework for Complex Action Recognition Peisen Zhao Lingxi Xie Ya Zhang Qi Tian 27 9 0 13 Jul 2020
AViD Dataset: Anonymized Videos from Diverse Countries A. Piergiovanni Michael S. Ryoo 33 35 0 10 Jul 2020
Generalized Few-Shot Video Classification with Video Retrieval and Feature Generation Yongqin Xian Bruno Korbar Matthijs Douze Lorenzo Torresani Bernt Schiele Zeynep Akata VGen 18 18 0 09 Jul 2020
Opportunities and Challenges in Deep Learning Adversarial Robustness: A Survey S. Silva Peyman Najafirad AAML OOD 28 131 0 01 Jul 2020
Ultra2Speech -- A Deep Learning Framework for Formant Frequency Estimation and Tracking from Ultrasound Tongue Images Pramit Saha Yadong Liu B. Gick S. Fels 19 11 0 29 Jun 2020
Self-Supervised MultiModal Versatile Networks Jean-Baptiste Alayrac Adrià Recasens R. Schneider Relja Arandjelović Jason Ramapuram J. Fauw Lucas Smaira Sander Dieleman Andrew Zisserman SSL 40 372 0 29 Jun 2020
Explainable 3D Convolutional Neural Networks by Learning Temporal Transformations Gabrielle Ras L. Ambrogioni Pim Haselager Marcel van Gerven Umut Gucclu 3DPC 6 3 0 29 Jun 2020
A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis Jean-Benoit Delbrouck Noé Tits Mathilde Brousmiche Stéphane Dupont 22 111 0 29 Jun 2020
Dynamic Sampling Networks for Efficient Action Recognition in Videos Yin-Dong Zheng Zhaoyang Liu Tong Lu Limin Wang 16 75 0 28 Jun 2020
Deepfake Detection using Spatiotemporal Convolutional Networks Oscar de Lima Sean Franklin Shreshtha Basu Blake Karwoski A. George 3DPC 20 110 0 26 Jun 2020
SmallBigNet: Integrating Core and Contextual Views for Video Classification Xianhang Li Yali Wang Zhipeng Zhou Yu Qiao ViT 30 91 0 25 Jun 2020
Labelling unlabelled videos from scratch with multi-modal self-supervision Yuki M. Asano Mandela Patrick Christian Rupprecht Andrea Vedaldi SSL 22 150 0 24 Jun 2020
Motion Representation Using Residual Frames with 3D CNN Li Tao Xueting Wang T. Yamasaki 3DPC 28 1 0 21 Jun 2020
Video Playback Rate Perception for Self-supervisedSpatio-Temporal Representation Learning Yuan Yao Chang-rui Liu Dezhao Luo Yu Zhou QiXiang Ye 29 169 0 20 Jun 2020
Melanoma Diagnosis with Spatio-Temporal Feature Learning on Sequential Dermoscopic Images Zhen Yu Jennifer Nguyen Xiaojun Chang J. Kelly C. Mclean Lei Zhang Victoria Mar Z. Ge MedIm 16 3 0 19 Jun 2020
Forward Prediction for Physical Reasoning Rohit Girdhar Laura Gustafson Aaron B. Adcock Laurens van der Maaten LRM AI4CE 56 20 0 18 Jun 2020
Learn to cycle: Time-consistent feature discovery for action recognition Alexandros Stergiou R. Poppe 22 23 0 15 Jun 2020