Long-term Temporal Convolutions for Action Recognition

15 April 2016

Papers citing "Long-term Temporal Convolutions for Action Recognition"

50 / 120 papers shown

Title
Enhancing Video Understanding: Deep Neural Networks for Spatiotemporal Analysis Amir Hosein Fadaei M. Dehaqani 45 0 0 11 Feb 2025
Object-based (yet Class-agnostic) Video Domain Adaptation Dantong Niu Amir Bar Roei Herzig Trevor Darrell Anna Rohrbach 43 1 0 29 Nov 2023
Modality Mixer Exploiting Complementary Information for Multi-modal Action Recognition Sumin Lee Sangmin Woo Muhammad Adi Nugroho Changick Kim 30 0 0 21 Nov 2023
View while Moving: Efficient Video Recognition in Long-untrimmed Videos Ye Tian Meng Yang Lanshan Zhang Zhizhen Zhang Yang Liu Xiao-Zhu Xie Xirong Que Wendong Wang 24 7 0 09 Aug 2023
VideoComposer: Compositional Video Synthesis with Motion Controllability Xiang Wang Hangjie Yuan Shiwei Zhang Dayou Chen Jiuniu Wang Yingya Zhang Yujun Shen Deli Zhao Jingren Zhou VGen DiffM 33 319 0 03 Jun 2023
Video Action Recognition Collaborative Learning with Dynamics via PSO-ConvNet Transformer N. H. Phong B. Ribeiro 29 15 0 17 Feb 2023
Simple Hardware-Efficient Long Convolutions for Sequence Modeling Daniel Y. Fu Elliot L. Epstein Eric N. D. Nguyen A. Thomas Michael Zhang Tri Dao Atri Rudra Christopher Ré 22 52 0 13 Feb 2023
Sport Task: Fine Grained Action Detection and Classification of Table Tennis Strokes from Videos for MediaEval 2022 Pierre-Etienne Martin J. Calandre Boris Mansencal J. Benois-Pineau Renaud Péteri L. Mascarilla J. Morlier 32 4 0 31 Jan 2023
HierVL: Learning Hierarchical Video-Language Embeddings Kumar Ashutosh Rohit Girdhar Lorenzo Torresani Kristen Grauman VLM AI4TS 30 53 0 05 Jan 2023
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 36 12 0 07 Dec 2022
Extending Temporal Data Augmentation for Video Action Recognition Artjoms Gorpincenko Michal Mackiewicz ViT 29 4 0 09 Nov 2022
InterCap: Joint Markerless 3D Tracking of Humans and Objects in Interaction Yinghao Huang Omid Tehari Michael J. Black Amsterdam 110 61 0 26 Sep 2022
MECCANO: A Multimodal Egocentric Dataset for Humans Behavior Understanding in the Industrial-like Domain Francesco Ragusa Antonino Furnari G. Farinella EgoV 51 24 0 19 Sep 2022
ViT-ReT: Vision and Recurrent Transformer Neural Networks for Human Activity Recognition in Videos James Wensel Hayat Ullah Arslan Munir ViT 18 42 0 16 Aug 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
Multimodal Generation of Novel Action Appearances for Synthetic-to-Real Recognition of Activities of Daily Living Zdravko Marinov David Schneider Alina Roitberg Rainer Stiefelhagen VGen 34 2 0 03 Aug 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
3D Convolutional Networks for Action Recognition: Application to Sport Gesture Recognition Pierre-Etienne Martin J. Benois-Pineau Renaud Péteri A. Zemmari J. Morlier 29 5 0 13 Apr 2022
FineDiving: A Fine-grained Dataset for Procedure-aware Action Quality Assessment Jinglin Xu Yongming Rao Xumin Yu Guangyi Chen Jie Zhou Jiwen Lu 27 88 0 07 Apr 2022
End-to-End Compressed Video Representation Learning for Generic Event Boundary Detection Congcong Li Xinyao Wang Longyin Wen Dexiang Hong Tiejian Luo Libo Zhang 28 16 0 29 Mar 2022
Local-Global Context Aware Transformer for Language-Guided Video Segmentation Chen Liang Wenguan Wang Tianfei Zhou Jiaxu Miao Yawei Luo Yi Yang VOS 31 74 0 18 Mar 2022
Temporal Context Matters: Enhancing Single Image Prediction with Disease Progression Representations Aishik Konwer Xuan Xu Joseph Bae Chaoyu Chen Prateek Prasanna MedIm 39 15 0 02 Mar 2022
Towards To-a-T Spatio-Temporal Focus for Skeleton-Based Action Recognition Lipeng Ke Kuan-Chuan Peng Siwei Lyu 3DPC 29 33 0 04 Feb 2022
Continual Transformers: Redundancy-Free Attention for Online Inference Lukas Hedegaard Arian Bakhtiarnia Alexandros Iosifidis CLL 27 11 0 17 Jan 2022
3D Skeleton-based Few-shot Action Recognition with JEANIE is not so Naïve Lei Wang Jun Liu Piotr Koniusz 42 20 0 23 Dec 2021
Distillation of Human-Object Interaction Contexts for Action Recognition Muna Almushyti Frederick W. Li 34 3 0 17 Dec 2021
D^2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos Christian Schmidt A. Athar Sabarinath Mahadevan Bastian Leibe VOS 27 30 0 15 Nov 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
Temporal Action Localization Using Gated Recurrent Units Hassan Keshvari Khojasteh Hoda Mohammadzade H. Behroozi 23 3 0 07 Aug 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
Modeling long-term interactions to enhance action recognition Alejandro Cartas Petia Radeva Mariella Dimiccoli EgoV 27 6 0 23 Apr 2021
SportsCap: Monocular 3D Human Motion Capture and Fine-grained Understanding in Challenging Sports Videos Xin Chen Anqi Pang Wei Yang Yuexin Ma Lan Xu Jingyi Yu 149 56 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
Space-Time Crop & Attend: Improving Cross-modal Video Representation Learning Mandela Patrick Yuki M. Asano Bernie Huang Ishan Misra Florian Metze Joao Henriques Andrea Vedaldi AI4TS 31 33 0 18 Mar 2021
NAS-TC: Neural Architecture Search on Temporal Convolutions for Complex Action Recognition Pengzhen Ren Gang Xiao Xiaojun Chang Yun Xiao Zhihui Li Xiaojiang Chen ViT 32 4 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
RMS-Net: Regression and Masking for Soccer Event Spotting Matteo Tomei Lorenzo Baraldi Simone Calderara Simone Bronzin Rita Cucchiara 40 28 0 15 Feb 2021
Coarse Temporal Attention Network (CTA-Net) for Driver's Activity Recognition Zachary Wharton Ardhendu Behera Yonghuai Liu Nikolaos Bessis 39 35 0 17 Jan 2021
TDN: Temporal Difference Networks for Efficient Action Recognition Limin Wang Zhan Tong Bin Ji Gangshan Wu 28 391 0 18 Dec 2020
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
Temporal Stochastic Softmax for 3D CNNs: An Application in Facial Expression Recognition T. Ayral M. Pedersoli Simon L Bacon Eric Granger CVBM 3DH 13 11 0 10 Nov 2020
Making a Case for 3D Convolutions for Object Segmentation in Videos Sabarinath Mahadevan A. Athar Aljosa Osep Sebastian Hennen Laura Leal-Taixé Bastian Leibe VOS 21 87 0 26 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
Aligning Videos in Space and Time Senthil Purushwalkam Tian-Chun Ye Saurabh Gupta Abhinav Gupta 30 23 0 09 Jul 2020
Multi-Precision Policy Enforced Training (MuPPET): A precision-switching strategy for quantised fixed-point training of CNNs A. Rajagopal D. A. Vink Stylianos I. Venieris C. Bouganis MQ 18 14 0 16 Jun 2020
Adaptive Interaction Modeling via Graph Operations Search Haoxin Li Weishi Zheng Yu Tao Haifeng Hu Jianhuang Lai 26 5 0 05 May 2020
Suspicious Behavior Detection on Shoplifting Cases for Crime Prevention by Using 3D Convolutional Neural Networks Guillermo A. Martínez-Mascorro J. R. Abreu-Pederzini J. C. Ortíz-Bayliss Hugo Terashima-Marín 18 15 0 30 Apr 2020
TEA: Temporal Excitation and Aggregation for Action Recognition Yan-Ran Li Bin Ji Xintian Shi Jianguo Zhang Bin Kang Limin Wang ViT 42 439 0 03 Apr 2020
Unified Image and Video Saliency Modeling Richard Droste Jianbo Jiao J. A. Noble 68 157 0 11 Mar 2020