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Two-Stream Convolutional Networks for Action Recognition in Videos

Neural Information Processing Systems (NeurIPS), 2014

9 June 2014

Karen Simonyan

Andrew Zisserman

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Papers citing "Two-Stream Convolutional Networks for Action Recognition in Videos"

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Title
Towards Adaptive Fusion of Multimodal Deep Networks for Human Action Recognition Novanto Yudistira 88 0 0 04 Dec 2025
Video Diffusion Models Excel at Tracking Similar-Looking Objects Without Supervision Chenshuang Zhang Kang Zhang Joon Son Chung In So Kweon Junmo Kim Chengzhi Mao DiffM 212 0 0 02 Dec 2025
Generative Action Tell-Tales: Assessing Human Motion in Synthesized Videos Xavier Thomas Youngsun Lim Ananya Srinivasan Audrey Zheng Deepti Ghadiyaram EGVM VGen 312 0 0 01 Dec 2025
Beyond Real versus Fake Towards Intent-Aware Video Analysis Saurabh Atreya Nabyl Quignon Baptiste Chopin Abhijit Das A. Dantcheva AAML 56 0 0 27 Nov 2025
Towards an Effective Action-Region Tracking Framework for Fine-grained Video Action Recognition Baoli Sun Y. X. R. Wang Xinzhu Ma Zhihui Wang Kun Lu Zhiyong Wang 190 0 0 26 Nov 2025
Smooth regularization for efficient video recognition Gil Goldman Raja Giryes Mahadev Satyanarayanan AI4TS 171 0 0 25 Nov 2025
Auto-US: An Ultrasound Video Diagnosis Agent Using Video Classification Framework and LLMs Yuezhe Yang Yiyue Guo Wenjie Cai Qingqing Ruan Siying Wang Xingbo Dong Zhe Jin Yong Dai 104 0 0 11 Nov 2025
Grounding Foundational Vision Models with 3D Human Poses for Robust Action Recognition Nicholas Babey Tiffany Gu Yiheng Li Cristian Meo Kevin Zhu 92 0 0 06 Nov 2025
Disentangled Concepts Speak Louder Than Words: Explainable Video Action Recognition Jongseo Lee Wooil Lee Gyeong-Moon Park Seong Tae Kim J. Choi 136 0 0 05 Nov 2025
A Lightweight 3D-CNN for Event-Based Human Action Recognition with Privacy-Preserving Potential Mehdi Sefidgar Dilmaghani Francis Fowley Peter Corcoran 112 0 0 05 Nov 2025
M3PD Dataset: Dual-view Photoplethysmography (PPG) Using Front-and-rear Cameras of Smartphones in Lab and Clinical Settings Jiankai Tang Tao Zhang Jia Li Y. Zhang Mingyu Zhang ... Haiyang Li X. Wang Yuanchun Shi Y. Wang Sichong Qian 216 1 0 04 Nov 2025
FLoC: Facility Location-Based Efficient Visual Token Compression for Long Video Understanding Janghoon Cho Jungsoo Lee Munawar Hayat Kyuwoong Hwang Fatih Porikli Sungha Choi 52 0 0 31 Oct 2025
A Renaissance of Explicit Motion Information Mining from Transformers for Action Recognition Peiqin Zhuang Wenlong Zhang Yichao Wu Ding Liang Luping Zhou Yali Wang Wanli Ouyang 175 0 0 21 Oct 2025
MAVR-Net: Robust Multi-View Learning for MAV Action Recognition with Cross-View Attention Nengbo Zhang Hann Woei Ho 132 1 0 17 Oct 2025
Learning to Recognize Correctly Completed Procedure Steps in Egocentric Assembly Videos through Spatio-Temporal ModelingComputer Vision and Image Understanding (CVIU), 2025 Tim J. Schoonbeek Shao-Hsuan Hung Dan Lehman H. Onvlee Jacek Kustra Peter H. N. de With Fons van der Sommen 108 0 0 14 Oct 2025
Two-stream network-driven vision-based tactile sensor for object feature extraction and fusion perception Muxing Huang Zibin Chen Weiliang Xu Zilan Li Yuanzhi Zhou Guoyuan Zhou Wenjing Chen Xinming Li 104 0 0 14 Oct 2025
Mixup Helps Understanding Multimodal Video Better Xiaoyu Ma Ding Ding Hao Chen 116 0 0 13 Oct 2025
SAM2-3dMed: Empowering SAM2 for 3D Medical Image Segmentation Yeqing Yang Le Xu Lixia Tian MedIm 64 0 0 10 Oct 2025
Q-Router: Agentic Video Quality Assessment with Expert Model Routing and Artifact Localization Shuo Xing Soumik Dey Mingyang Wu Ashirbad Mishra Naveen Ravipati Binbin Li Hansi Wu Zhengzhong Tu 171 1 0 09 Oct 2025
Flow4Agent: Long-form Video Understanding via Motion Prior from Optical Flow Ruyang Liu Shangkun Sun Haoran Tang Ge Li Wei-Nan Gao VGen VLM 88 3 0 07 Oct 2025
REALIGN: Regularized Procedure Alignment with Matching Video Embeddings via Partial Gromov-Wasserstein Optimal Transport Soumyadeep Chandra Kaushik Roy 101 0 0 29 Sep 2025
Prompt-guided Disentangled Representation for Action Recognition Tianci Wu Guangming Zhu Jiang Lu Siyuan Wang Ning Wang Nuoye Xiong Zhang Liang 210 0 0 26 Sep 2025
Temporal vs. Spatial: Comparing DINOv3 and V-JEPA2 Feature Representations for Video Action Analysis Sai Varun Kodathala Rakesh Vunnam 84 0 0 25 Sep 2025
Six Sigma For Neural Networks: Taguchi-based optimization Sai Varun Kodathala 84 0 0 22 Sep 2025
MoCrop: Training Free Motion Guided Cropping for Efficient Video Action Recognition Binhua Huang Wendong Yao Shaowu Chen Guoxin Wang Qingyuan Wang Soumyabrata Dev 60 0 0 22 Sep 2025
MoCLIP-Lite: Efficient Video Recognition by Fusing CLIP with Motion Vectors Binhua Huang Nan Wang Arjun Parakash Soumyabrata Dev CLIP VLM 85 0 0 21 Sep 2025
LSTC-MDA: A Unified Framework for Long-Short Term Temporal Convolution and Mixed Data Augmentation in Skeleton-Based Action Recognition Feng Ding H. Fu Soroush Oraki Jie Liang 56 0 0 18 Sep 2025
Vi-SAFE: A Spatial-Temporal Framework for Efficient Violence Detection in Public Surveillance Ligang Chang Shengkai Xu Liangchang Shen Binhan Xu Junqiao Wang Lewei He Yanhui Du 56 0 0 16 Sep 2025
Enhancing Video Large Language Models with Structured Multi-Video Collaborative Reasoning Zhihao He Tianyao He Yun Xu Yun Xu Huabin Liu Chaofan Gan Gui Zou W. Lin 152 2 0 16 Sep 2025
Video Understanding by Design: How Datasets Shape Architectures and Insights Lei Wang Piotr Koniusz Yongsheng Gao 3DV VGen AI4TS 233 0 0 11 Sep 2025
Dual-Model Weight Selection and Self-Knowledge Distillation for Medical Image Classification Ayaka Tsutsumi Guang Li Ren Togo Takahiro Ogawa Satoshi Kondo Miki Haseyama 92 0 0 28 Aug 2025
A Novel Deep Hybrid Framework with Ensemble-Based Feature Optimization for Robust Real-Time Human Activity Recognition Wasi Ullah Yasir Noman Khalid Saddam Hussain Khan 158 2 0 26 Aug 2025
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models?Social Science Research Network (SSRN), 2025 Fatemeh Ziaeetabar 100 0 0 25 Aug 2025
Aligning Moments in Time using Video Queries Yogesh Kumar Uday Agarwal Manish Gupta Anand Mishra 259 1 0 21 Aug 2025
Generative Model-Based Feature Attention Module for Video Action Analysis G. Wang Peng Zhao Cong Zhao Jing Huang Siyan Guo Shusen Yang 112 0 0 19 Aug 2025
ESSENTIAL: Episodic and Semantic Memory Integration for Video Class-Incremental Learning Jongseo Lee Kyungho Bae Kyle Min Gyeong-Moon Park J. Choi CLL VLM 175 0 0 14 Aug 2025
Trokens: Semantic-Aware Relational Trajectory Tokens for Few-Shot Action Recognition Pulkit Kumar Shuaiyi Huang Matthew Walmer Sai Saketh Rambhatla Abhinav Shrivastava ViT 163 2 0 05 Aug 2025
VLM4D: Towards Spatiotemporal Awareness in Vision Language Models Shijie Zhou Alexander Vilesov Xuehai He Ziyu Wan Shuwang Zhang Aditya Nagachandra Di Chang DongDong Chen Xin Eric Wang A. Kadambi VLM 174 14 0 04 Aug 2025
Efficient Spatial-Temporal Modeling for Real-Time Video Analysis: A Unified Framework for Action Recognition and Object Tracking Shahla John 111 1 0 30 Jul 2025
Dual Guidance Semi-Supervised Action Detection Ankit Singh E. Gavves Cees G. M. Snoek Hilde Kuehne 143 0 0 28 Jul 2025
HumanSAM: Classifying Human-centric Forgery Videos in Human Spatial, Appearance, and Motion Anomaly Chang Liu Yunfan Ye Fan Zhang Q. Zhou Yuchuan Luo Zhiping Cai 235 1 0 26 Jul 2025
SPACT18: Spiking Human Action Recognition Benchmark Dataset with Complementary RGB and Thermal Modalities Yasser Ashraf Ahmed Sharshar V. Bojkovic Bin Gu 122 0 0 22 Jul 2025
Procedure Learning via Regularized Gromov-Wasserstein Optimal Transport Syed Ahmed Mahmood Ali Shah Ali Umer Ahmed Fawad Javed Fateh M. Zia Quoc-Huy Tran 163 2 0 21 Jul 2025
DynImg: Key Frames with Visual Prompts are Good Representation for Multi-Modal Video Understanding Xiaoyi Bao Chenwei Xie Hao Tang Tingyu Weng Xiaofeng Wang Yun Zheng Xingang Wang VGen 135 1 0 21 Jul 2025
Large Language Models for Crash Detection in Video: A Survey of Methods, Datasets, and Challenges Sanjeda Akter Ibne Farabi Shihab Anuj Sharma VLM 293 2 0 02 Jul 2025
Zero-Shot Skeleton-Based Action Recognition With Prototype-Guided Feature AlignmentIEEE Transactions on Image Processing (IEEE TIP), 2025 Kai Zhou Shuhai Zhang Zeng You Jinwu Hu Mingkui Tan Fei Liu 219 0 0 01 Jul 2025
D $^2$ ST-Adapter: Disentangled-and-Deformable Spatio-Temporal Adapter for Few-shot Action Recognition Wenjie Pei Qizhong Tan Guangming Lu Jiandong Tian Jun Yu 468 2 0 01 Jul 2025
ActAlign: Zero-Shot Fine-Grained Video Classification via Language-Guided Sequence Alignment Amir Aghdam Vincent Tao Hu Bjorn Ommer VLM 251 2 0 28 Jun 2025
Language-driven Description Generation and Common Sense Reasoning for Video Action Recognition Xiaodan Hu Chuhang Zou Suchen Wang Jaechul Kim Narendra Ahuja LRM 167 0 0 20 Jun 2025
An Effective End-to-End Solution for Multimodal Action RecognitionInternational Conference on Pattern Recognition (ICPR), 2025 Songping Wang Xiantao Hu Yueming Lyu Caifeng Shan 223 2 0 11 Jun 2025