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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 / 674 papers shown

Title
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 118 0 0 26 Nov 2025
Learning Skill-Attributes for Transferable Assessment in Video Kumar Ashutosh Kristen Grauman 85 0 0 17 Nov 2025
Do Blind Spots Matter for Word-Referent Mapping? A Computational Study with Infant Egocentric Video Zekai Shi Zhixi Cai Kalin Stefanov EgoV 80 0 0 13 Nov 2025
AdSum: Two-stream Audio-visual Summarization for Automated Video Advertisement Clipping Wen Xie Yanjun Zhu Gijs Overgoor Yakov Bart Agata Lapedriza Garcia Sarah Ostadabbas 55 0 0 30 Oct 2025
Seeing, Signing, and Saying: A Vision-Language Model-Assisted Pipeline for Sign Language Data Acquisition and Curation from Social Media Shakib Yazdani Yasser Hamidullah C. España-Bonet Josef van Genabith SLR 150 1 0 29 Oct 2025
Sign Language Translation with Sentence Embedding SupervisionAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Yasser Hamidullah Josef van Genabith C. España-Bonet SLR 204 11 0 22 Oct 2025
DGME-T: Directional Grid Motion Encoding for Transformer-Based Historical Camera Movement Classification Tingyu Lin Armin Dadras Florian Kleber Robert Sablatnig VGen 33 0 0 17 Oct 2025
Prompt-guided Disentangled Representation for Action Recognition Tianci Wu Guangming Zhu Jiang Lu Siyuan Wang Ning Wang Nuoye Xiong Zhang Liang 158 0 0 26 Sep 2025
Temporally Heterogeneous Graph Contrastive Learning for Multimodal Acoustic event Classification Yuanjian Chen Yang Xiao Jinjie Huang 68 0 0 18 Sep 2025
Video Understanding by Design: How Datasets Shape Architectures and Insights Lei Wang Piotr Koniusz Yongsheng Gao 3DV VGen AI4TS 189 0 0 11 Sep 2025
Aligning Moments in Time using Video Queries Yogesh Kumar Uday Agarwal Manish Gupta Anand Mishra 199 1 0 21 Aug 2025
CRAM: Large-scale Video Continual Learning with Bootstrapped Compression Shivani Mall Joao F. Henriques CLL VLM 96 0 0 07 Aug 2025
Hybrid Hypergraph Networks for Multimodal Sequence Data Classification Feng Xu Hui Wang Yuting Huang Danwei Zhang Zizhu Fan 86 0 0 30 Jul 2025
Multi-Focus Temporal Shifting for Precise Event Spotting in Sports Videos Hao Xu Sam Wells Mohamed Reda Bouadjenek Richard Dazeley 224 1 0 10 Jul 2025
AI-Generated Video Detection via Perceptual Straightening Christian Internò Robert Geirhos Markus Olhofer Sunny Liu Barbara Hammer David Klindt 238 1 0 01 Jul 2025
EVA02-AT: Egocentric Video-Language Understanding with Spatial-Temporal Rotary Positional Embeddings and Symmetric Optimization Xiaoqi Wang Yi Wang Lap-Pui Chau 140 1 0 17 Jun 2025
Enhancing Rating-Based Reinforcement Learning to Effectively Leverage Feedback from Large Vision-Language Models Tung M. Luu Younghwan Lee Donghoon Lee Sunho Kim Min Jun Kim Chang D. Yoo ALM VLM 140 6 0 15 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 187 2 0 11 Jun 2025
Geo-Sign: Hyperbolic Contrastive Regularisation for Geometrically Aware Sign Language Translation Edward Fish Richard Bowden SLR 453 4 0 30 May 2025
Unsupervised Transcript-assisted Video Summarization and Highlight Detection Spyros Barbakos Charalampos Antoniadis Gerasimos Potamianos Gianluca Setti OffRL AI4TS 400 0 0 29 May 2025
CA3D: Convolutional-Attentional 3D Nets for Efficient Video Activity Recognition on the Edge Gabriele Lagani Fabrizio Falchi Claudio Gennaro Giuseppe Amato 122 1 0 26 May 2025
Advancing Video Self-Supervised Learning via Image Foundation ModelsPattern Recognition Letters (Pattern Recogn. Lett.), 2025 Jingwei Wu Zhewei Huang Chang Liu 152 0 0 25 May 2025
ReWiND: Language-Guided Rewards Teach Robot Policies without New Demonstrations Jiahui Zhang Yusen Luo Abrar Anwar Sumedh Anand Sontakke Joseph J Lim Jesse Thomason Erdem Biyik Jesse Zhang OffRL LM&Ro 344 15 0 16 May 2025
Audio-Visual Class-Incremental Learning for Fish Feeding intensity Assessment in Aquaculture Meng Cui Xianghu Yue Xinyuan Qian Jinzheng Zhao Haohe Liu Xubo Liu Daoliang Li Wenwu Wang 295 1 0 21 Apr 2025
Text-Audio-Visual-conditioned Diffusion Model for Video Saliency Prediction Li Yu Xuanzhe Sun Wei Zhou Moncef Gabbouj DiffM 167 1 0 19 Apr 2025
DTFSal: Audio-Visual Dynamic Token Fusion for Video Saliency Prediction Kiana Hoshanfar Alireza Hosseini Ahmad Kalhor Babak N. Araabi 889 0 0 14 Apr 2025
Towards Scalable Modeling of Compressed Videos for Efficient Action Recognition Shristi Das Biswas Efstathia Soufleri Arani Roy Kaushik Roy 238 1 0 17 Mar 2025
Enhancing Video Understanding: Deep Neural Networks for Spatiotemporal Analysis Amir Hosein Fadaei M. Dehaqani 285 0 0 11 Feb 2025
Imitation Learning from a Single Temporally Misaligned Video William Huey Huaxiaoyue Wang Anne Wu Yoav Artzi Sanjiban Choudhury AI4TS 293 1 0 08 Feb 2025
EditIQ: Automated Cinematic Editing of Static Wide-Angle Videos via Dialogue Interpretation and Saliency CuesInternational Conference on Intelligent User Interfaces (IUI), 2025 Rohit Girmaji Bhav Beri Ramanathan Subramanian Vineet Gandhi VGen 354 1 0 04 Feb 2025
Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action CuesIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025 Rohit Girmaji Siddharth Jain Bhav Beri Sarthak Bansal Vineet Gandhi ViT 190 2 0 01 Feb 2025
BILLNET: A Binarized Conv3D-LSTM Network with Logic-gated residual architecture for hardware-efficient video inferenceIEEE Workshop on Signal Processing Systems (SiPS), 2022 Van Thien Nguyen William Guicquero Gilles Sicard 3DV MQ 261 2 0 24 Jan 2025
WhACC: Whisker Automatic Contact Classifier with Expert Human-Level PerformancebioRxiv (bioRxiv), 2023 Phillip Maire Samson G. King Jonathan Andrew Cheung Stefanie Walker Samuel Andrew Hires 299 0 0 06 Jan 2025
GFG -- Gender-Fair Generation: A CALAMITA Challenge Simona Frenda Andrea Piergentili Beatrice Savoldi Marco Madeddu Martina Rosola Silvia Casola Chiara Ferrando V. Patti Matteo Negri L. Bentivogli 248 10 0 31 Dec 2024
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video RecognitionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Yulin Wang Haoji Zhang Yang Yue Shiji Song Chao Deng Junlan Feng Gao Huang 235 11 0 15 Dec 2024
Reversing the Damage: A QP-Aware Transformer-Diffusion Approach for 8K Video Restoration under Codec CompressionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Ali Mollaahmadi Dehaghi Reza Razavi Mohammad Moshirpour 257 3 0 12 Dec 2024
Relevance-guided Audio Visual Fusion for Video Saliency Prediction Li Yu Xuanzhe Sun Pan Gao Moncef Gabbouj 239 1 0 18 Nov 2024
AM Flow: Adapters for Temporal Processing in Action Recognition Tanay Agrawal Abid Ali A. Dantcheva François Brémond 199 0 0 04 Nov 2024
MM-WLAuslan: Multi-View Multi-Modal Word-Level Australian Sign Language Recognition DatasetNeural Information Processing Systems (NeurIPS), 2024 Xin Shen Heming Du Hongwei Sheng Shuyun Wang Hui Chen ... Xiaobiao Du Shuyun Wang Ruihan Lu Qingzheng Xu Xin Yu SLR 156 10 0 25 Oct 2024
GenAI Assisting Medical Training Stefan Gerd Fritsch Matthias Tschoepe Vitor Fortes Rey Lars Krupp Agnes Gruenerbl Eloise Monger Sarah Travenna 144 0 0 21 Oct 2024
Bridging Today and the Future of Humanity: AI Safety in 2024 and Beyond Shanshan Han 479 1 0 09 Oct 2024
Grounding is All You Need? Dual Temporal Grounding for Video Dialog You Qin Wei Ji Xinze Lan Hao Fei Xun Yang Dan Guo Roger Zimmermann Lizi Liao VGen 225 2 0 08 Oct 2024
Enhancing Temporal Modeling of Video LLMs via Time GatingConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Zi-Yuan Hu Yiwu Zhong Shijia Huang Michael R. Lyu Liwei Wang VLM 152 6 0 08 Oct 2024
VEDIT: Latent Prediction Architecture For Procedural Video Representation LearningInternational Conference on Learning Representations (ICLR), 2024 Han Lin Tushar Nagarajan Nicolas Ballas Mido Assran Mojtaba Komeili Joey Tianyi Zhou Koustuv Sinha AI4TS 217 5 0 04 Oct 2024
REST-HANDS: Rehabilitation with Egocentric Vision Using Smartglasses for Treatment of Hands after Surviving Stroke Wiktor Mucha Kentaro Tanaka M. Kampel 184 0 0 30 Sep 2024
Temporally Aligned Audio for Video with AutoregressionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Ilpo Viertola Vladimir E. Iashin Esa Rahtu VGen 168 41 0 20 Sep 2024
High-Order Evolving Graphs for Enhanced Representation of Traffic Dynamics Aditya Humnabadkar Arindam Sikdar Benjamin Cave Huaizhong Zhang P. Bakaki Ardhendu Behera 298 0 0 17 Sep 2024
KOI: Accelerating Online Imitation Learning via Hybrid Key-state GuidanceConference on Robot Learning (CoRL), 2024 Jingxian Lu Wenke Xia Dong Wang Zhigang Wang Bin Zhao Di Hu Xuelong Li 151 4 0 06 Aug 2024
Is 3D Convolution with 5D Tensors Really Necessary for Video Analysis? Habib Hajimolahoseini Walid Ahmed Austin Wen Yang Liu 182 0 0 23 Jul 2024
Self-Supervised Video Representation Learning in a Heuristic Decoupled Perspective Changwen Zheng Wenwen Qiang Jianqi Zhang Changwen Zheng Jingyao Wang SSL 220 0 0 19 Jul 2024