Towards Good Practices for Very Deep Two-Stream ConvNets

8 July 2015

Limin Wang

Yuanjun Xiong

Zhe Wang

Yu Qiao

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Papers citing "Towards Good Practices for Very Deep Two-Stream ConvNets"

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Title
A Survey on Human Action Recognition Zhou Shuchang 29 0 0 20 Dec 2022
DroneAttention: Sparse Weighted Temporal Attention for Drone-Camera Based Activity Recognition Santosh Kumar Yadav Achleshwar Luthra Esha Pahwa K. Tiwari Heena Rathore Hari Mohan Pandey Peter Corcoran 34 12 0 07 Dec 2022
SWTF: Sparse Weighted Temporal Fusion for Drone-Based Activity Recognition Santosh Kumar Yadav Esha Pahwa Achleshwar Luthra K. Tiwari Hari Mohan Pandey Peter Corcoran 23 4 0 10 Nov 2022
Video-based Human Action Recognition using Deep Learning: A Review Hieu H. Pham L. Khoudour Alain Crouzil Pablo Zegers S. Velastín 35 34 0 07 Aug 2022
Video Transformers: A Survey Javier Selva A. S. Johansen Sergio Escalera Kamal Nasrollahi T. Moeslund Albert Clapés ViT 24 103 0 16 Jan 2022
Learning from Temporal Gradient for Semi-supervised Action Recognition Junfei Xiao Longlong Jing Lin Zhang Ju He Qi She Zongwei Zhou Alan Yuille Yingwei Li 12 51 0 25 Nov 2021
Taming Visually Guided Sound Generation Vladimir E. Iashin Esa Rahtu VLM 32 122 0 17 Oct 2021
Searching for Two-Stream Models in Multivariate Space for Video Recognition Xinyu Gong Heng Wang Zheng Shou Matt Feiszli Zhangyang Wang Zhicheng Yan 42 9 0 30 Aug 2021
Temporal Action Localization Using Gated Recurrent Units Hassan Keshvari Khojasteh Hoda Mohammadzade H. Behroozi 23 3 0 07 Aug 2021
A 3D CNN Network with BERT For Automatic COVID-19 Diagnosis From CT-Scan Images Weijun Tan Jingfeng Liu 3DPC MedIm 28 17 0 28 Jun 2021
Temporal Context Aggregation Network for Temporal Action Proposal Refinement Zhiwu Qing Haisheng Su Weihao Gan Dongliang Wang Wei Wu Xiang Wang Yu Qiao Junjie Yan Changxin Gao Nong Sang 27 173 0 24 Mar 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
A Comprehensive Study of Deep Video Action Recognition Yi Zhu Xinyu Li Chunhui Liu Mohammadreza Zolfaghari Yuanjun Xiong Chongruo Wu Zhi-Li Zhang Joseph Tighe R. Manmatha Mu Li VLM AI4TS 38 185 0 11 Dec 2020
Hierarchically Decoupled Spatial-Temporal Contrast for Self-supervised Video Representation Learning Zehua Zhang David J. Crandall AI4TS SSL 28 23 0 23 Nov 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
Boundary Content Graph Neural Network for Temporal Action Proposal Generation Y. Bai Yingying Wang Yunhai Tong Yang Yang Qiyue Liu Junhui Liu 27 161 0 04 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
Fall Detector Adapted to Nursing Home Needs through an Optical-Flow based CNN Alexy Carlier Paul Peyramaure Ketty Favre M. Pressigout OOD 13 12 0 11 Jun 2020
Would Mega-scale Datasets Further Enhance Spatiotemporal 3D CNNs? Hirokatsu Kataoka Tenga Wakamiya Kensho Hara Y. Satoh 3DPC 31 87 0 10 Apr 2020
Cloth in the Wind: A Case Study of Physical Measurement through Simulation Tom F. H. Runia Kirill Gavrilyuk Cees G. M. Snoek A. Smeulders 16 28 0 09 Mar 2020
G-TAD: Sub-Graph Localization for Temporal Action Detection Mengmeng Xu Chen Zhao D. Rojas Ali K. Thabet Guohao Li 39 435 0 26 Nov 2019
Fast Learning of Temporal Action Proposal via Dense Boundary Generator Chuming Lin Jian Li Yabiao Wang Ying Tai Donghao Luo Zhipeng Cui Chengjie Wang Jilin Li Feiyue Huang Rongrong Ji 27 212 0 11 Nov 2019
Multimodal Deep Models for Predicting Affective Responses Evoked by Movies Ha Thi Phuong Thao Dorien Herremans Gemma Roig 31 16 0 16 Sep 2019
BMN: Boundary-Matching Network for Temporal Action Proposal Generation Tianwei Lin Xiao-Chang Liu Xin Li Errui Ding Shilei Wen 83 598 0 23 Jul 2019
Video Modeling with Correlation Networks Heng Wang Du Tran Lorenzo Torresani Matt Feiszli 24 127 0 07 Jun 2019
Exploring Temporal Information for Improved Video Understanding Yi Zhu 23 0 0 25 May 2019
Lightweight Network Architecture for Real-Time Action Recognition Alexander Kozlov Vadim Andronov Y. Gritsenko ViT 25 33 0 21 May 2019
P-ODN: Prototype based Open Deep Network for Open Set Recognition Yu Shu Yemin Shi Yaowei Wang Tiejun Huang Yonghong Tian 27 63 0 06 May 2019
Multi-View Region Adaptive Multi-temporal DMM and RGB Action Recognition Mahmoud Al-Faris J. Chiverton Yanyan Yang D. Ndzi 27 13 0 12 Apr 2019
Dance with Flow: Two-in-One Stream Action Detection Jiaojiao Zhao Cees G. M. Snoek 20 83 0 01 Apr 2019
Timeception for Complex Action Recognition Noureldien Hussein E. Gavves A. Smeulders 21 212 0 04 Dec 2018
Attentive Sequence to Sequence Translation for Localizing Clips of Interest by Natural Language Descriptions Ke Ning Linchao Zhu Ming Cai Yi Yang Di Xie Fei Wu 21 2 0 27 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
Correlation Net: Spatiotemporal multimodal deep learning for action recognition N. Yudistira Takio Kurita 32 21 0 22 Jul 2018
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation Tianwei Lin Xu Zhao Haisheng Su Chongjing Wang Ming Yang 139 700 0 08 Jun 2018
Motion Fused Frames: Data Level Fusion Strategy for Hand Gesture Recognition Okan Kopuklu Neslihan Köse Gerhard Rigoll 30 111 0 19 Apr 2018
Drive Video Analysis for the Detection of Traffic Near-Miss Incidents Hirokatsu Kataoka Teppei Suzuki S. Oikawa Y. Matsui Y. Satoh 12 37 0 07 Apr 2018
End-to-End Learning of Motion Representation for Video Understanding Lijie Fan Wen-bing Huang Chuang Gan Stefano Ermon Boqing Gong Junzhou Huang 21 213 0 02 Apr 2018
Disjoint Multi-task Learning between Heterogeneous Human-centric Tasks Dong-Jin Kim Jinsoo Choi Tae-Hyun Oh Youngjin Yoon In So Kweon 24 27 0 14 Feb 2018
Let's Dance: Learning From Online Dance Videos Daniel Castro Steven Hickson Patsorn Sangkloy Bhavishya Mittal Sean Dai James Hays Irfan Essa 35 24 0 23 Jan 2018
Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification Saining Xie Chen Sun Jonathan Huang Zhuowen Tu Kevin Patrick Murphy 3DH 52 1,309 0 13 Dec 2017
Single Shot Temporal Action Detection Tianwei Lin Xu Zhao Zheng Shou 36 451 0 17 Oct 2017
Recurrent Residual Learning for Action Recognition Ahsan Iqbal Alexander Richard Hilde Kuehne Juergen Gall 24 3 0 27 Jun 2017
Temporal Segment Networks for Action Recognition in Videos Limin Wang Yuanjun Xiong Zhe Wang Yu Qiao Dahua Lin Xiaoou Tang Luc Van Gool ViT 37 803 0 08 May 2017
The Pose Knows: Video Forecasting by Generating Pose Futures Jacob Walker Kenneth Marino Abhinav Gupta M. Hebert 35 349 0 28 Apr 2017
Spatio-temporal Person Retrieval via Natural Language Queries Masataka Yamaguchi Kuniaki Saito Yoshitaka Ushiku Tatsuya Harada 27 57 0 26 Apr 2017
Predictive-Corrective Networks for Action Detection Achal Dave Olga Russakovsky Deva Ramanan AI4TS 38 55 0 12 Apr 2017
TS-LSTM and Temporal-Inception: Exploiting Spatiotemporal Dynamics for Activity Recognition Chih-Yao Ma Min-Hung Chen Z. Kira G. Al-Regib AI4TS 32 241 0 30 Mar 2017
Learning Spatial Regularization with Image-level Supervisions for Multi-label Image Classification Feng Zhu Hongsheng Li Wanli Ouyang Nenghai Yu Xiaogang Wang 30 337 0 20 Feb 2017
Unsupervised Learning of Long-Term Motion Dynamics for Videos Zelun Luo Boya Peng De-An Huang Alexandre Alahi Li Fei-Fei SSL 32 193 0 07 Jan 2017