Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification

13 December 2017

Papers citing "Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification"

50 / 650 papers shown

Title
Deep Concept-wise Temporal Convolutional Networks for Action Localization Xin Li Tianwei Lin Xiao-Chang Liu Chuang Gan W. Zuo Chong Li Xiang Long Dongliang He Fu Li Shilei Wen 13 30 0 26 Aug 2019
Action recognition with spatial-temporal discriminative filter banks Brais Martínez Davide Modolo Yuanjun Xiong Joseph Tighe 16 66 0 20 Aug 2019
TASED-Net: Temporally-Aggregating Spatial Encoder-Decoder Network for Video Saliency Detection Kyle Min Jason J. Corso 28 149 0 15 Aug 2019
Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning Eric Arazo Diego Ortego Paul Albert Noel E. O'Connor Kevin McGuinness 34 817 0 08 Aug 2019
STM: SpatioTemporal and Motion Encoding for Action Recognition Boyuan Jiang Mengmeng Wang Weihao Gan Wei Wu Junjie Yan 9 380 0 07 Aug 2019
Multi-Agent Reinforcement Learning Based Frame Sampling for Effective Untrimmed Video Recognition Wenhao Wu Dongliang He Xiao Tan Shifeng Chen Shilei Wen 15 127 0 31 Jul 2019
Motion-Aware Feature for Improved Video Anomaly Detection Yi Zhu Shawn D. Newsam 22 154 0 24 Jul 2019
An Efficient 3D CNN for Action/Object Segmentation in Video Rui Hou Chong Chen Rahul Sukthankar M. Shah 24 27 0 21 Jul 2019
Only Time Can Tell: Discovering Temporal Data for Temporal Modeling Laura Sevilla-Lara Shengxin Cindy Zha Zhicheng Yan Vedanuj Goswami Matt Feiszli Lorenzo Torresani 38 75 0 19 Jul 2019
AVD: Adversarial Video Distillation M. Tavakolian Mohammad Sabokrou Abdenour Hadid VGen 22 6 0 12 Jul 2019
Few-Shot Video Classification via Temporal Alignment Kaidi Cao Jingwei Ji Zhangjie Cao C. Chang Juan Carlos Niebles AI4TS 27 235 0 27 Jun 2019
Towards Real-Time Action Recognition on Mobile Devices Using Deep Models Chen-Da Liu-Zhang Xin-Xin Liu Jianxin Wu HAI 8 9 0 17 Jun 2019
Learning Spatio-Temporal Representation with Local and Global Diffusion Zhaofan Qiu Ting Yao Chong-Wah Ngo Xinmei Tian Tao Mei 11 169 0 13 Jun 2019
Recognizing Manipulation Actions from State-Transformations N. A. Bakr James L. Crowley Rémi Ronfard 6 13 0 12 Jun 2019
FASTER Recurrent Networks for Efficient Video Classification Linchao Zhu Laura Sevilla-Lara Du Tran Matt Feiszli Yi Yang Heng Wang 32 6 0 10 Jun 2019
Video Modeling with Correlation Networks Heng Wang Du Tran Lorenzo Torresani Matt Feiszli 22 127 0 07 Jun 2019
Scaling Autoregressive Video Models Dirk Weissenborn Oscar Täckström Jakob Uszkoreit DiffM VGen 27 200 0 06 Jun 2019
Design Light-weight 3D Convolutional Networks for Video Recognition Temporal Residual, Fully Separable Block, and Fast Algorithm Haonan Wang Jun Lin Zhongfeng Wang CVBM 14 4 0 31 May 2019
AssembleNet: Searching for Multi-Stream Neural Connectivity in Video Architectures Michael S. Ryoo A. Piergiovanni Mingxing Tan A. Angelova 16 102 0 30 May 2019
Hierarchical Feature Aggregation Networks for Video Action Recognition Swathikiran Sudhakaran Sergio Escalera Oswald Lanz FAtt 6 8 0 29 May 2019
Exploring Temporal Information for Improved Video Understanding Yi Zhu 23 0 0 25 May 2019
EnsembleNet: End-to-End Optimization of Multi-headed Models Hanhan Li Joe Yue-Hei Ng Apostol Natsev 20 16 0 24 May 2019
Lightweight Network Architecture for Real-Time Action Recognition Alexander Kozlov Vadim Andronov Y. Gritsenko ViT 25 33 0 21 May 2019
STAR: A Concise Deep Learning Framework for Citywide Human Mobility Prediction Hongnian Wang Han Su HAI 24 17 0 16 May 2019
Follow the Attention: Combining Partial Pose and Object Motion for Fine-Grained Action Detection M. M. K. Moghaddam Ehsan Abbasnejad Javen Qinfeng Shi 25 2 0 11 May 2019
Remote Photoplethysmograph Signal Measurement from Facial Videos Using Spatio-Temporal Networks Zitong Yu Xiaobai Li Guoying Zhao CVBM 11 281 0 07 May 2019
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond Yue Cao Jiarui Xu Stephen Lin Fangyun Wei Han Hu ISeg 13 1,552 0 25 Apr 2019
An Analysis of Pre-Training on Object Detection Hengduo Li Bharat Singh Mahyar Najibi Zuxuan Wu L. Davis ObjD 17 39 0 11 Apr 2019
Recurrent Space-time Graph Neural Networks Andrei Liviu Nicolicioiu Iulia Duta Marius Leordeanu GNN 11 45 0 11 Apr 2019
LP-3DCNN: Unveiling Local Phase in 3D Convolutional Neural Networks Sudhakar Kumawat Shanmuganathan Raman 3DPC 19 77 0 06 Apr 2019
Attention Distillation for Learning Video Representations Miao Liu Xin Chen Yun C. Zhang Yin Li James M. Rehg 19 2 0 05 Apr 2019
Dance with Flow: Two-in-One Stream Action Detection Jiaojiao Zhao Cees G. M. Snoek 20 8 0 01 Apr 2019
Collaborative Spatio-temporal Feature Learning for Video Action Recognition Chong Li Qiaoyong Zhong Di Xie Shiliang Pu 21 82 0 04 Mar 2019
Stochastic Prediction of Multi-Agent Interactions from Partial Observations Chen Sun Per Karlsson Jiajun Wu J. Tenenbaum Kevin Patrick Murphy 33 89 0 25 Feb 2019
Semantic Image Networks for Human Action Recognition Sunder Ali Khowaja Seok-Lyong Lee 21 32 0 21 Jan 2019
D3D: Distilled 3D Networks for Video Action Recognition Jonathan C. Stroud David A. Ross Chen Sun Jia Deng Rahul Sukthankar 3DPC 30 158 0 19 Dec 2018
Learning Discriminative Motion Features Through Detection Gedas Bertasius Christoph Feichtenhofer Du Tran Jianbo Shi Lorenzo Torresani 14 15 0 11 Dec 2018
A Structured Model For Action Detection Yubo Zhang P. Tokmakov M. Hebert Cordelia Schmid 28 101 0 09 Dec 2018
Graph-Based Global Reasoning Networks Yunpeng Chen Marcus Rohrbach Zhicheng Yan Shuicheng Yan Jiashi Feng Yannis Kalantidis GNN NAI 268 457 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
RGB-D Based Action Recognition with Light-weight 3D Convolutional Networks Haokui Zhang Ying Li Peng Wang Yu Liu Chunhua Shen 3DPC 19 9 0 24 Nov 2018
TSM: Temporal Shift Module for Efficient Video Understanding Ji Lin Chuang Gan Song Han 47 1,671 0 20 Nov 2018
Multi-Task Learning of Generalizable Representations for Video Action Recognition Zhiyu Yao Yunbo Wang Mingsheng Long Jianmin Wang Philip S Yu Jiaguang Sun 11 3 0 20 Nov 2018
Higher-order Network for Action Recognition Jie Shao Xiangyang Xue 13 0 0 19 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
Two-stream convolutional networks for end-to-end learning of self-driving cars N. Fernández 17 11 0 13 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 28 133 0 05 Nov 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
Actor-Centric Relation Network Chen Sun Abhinav Shrivastava Carl Vondrick Kevin Patrick Murphy Rahul Sukthankar Cordelia Schmid 41 220 0 28 Jul 2018