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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 / 675 papers shown

Title
Building Scalable Video Understanding Benchmarks through Sports Aniket Agarwal Alex Zhang Karthik Narasimhan Igor Gilitschenski Vishvak Murahari Yash Kant 167 2 0 17 Jan 2023
TinyHD: Efficient Video Saliency Prediction with Heterogeneous Decoders using Hierarchical Maps DistillationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Feiyan Hu S. Palazzo Federica Proietto Salanitri Giovanni Bellitto Morteza Moradi C. Spampinato Kevin McGuinness 135 16 0 11 Jan 2023
Augmenting Ego-Vehicle for Traffic Near-Miss and Accident Classification Dataset using Manipulating Conditional Style TranslationInternational Conference on Digital Image Computing: Techniques and Applications (DICTA), 2022 Hilmil Pradana Minh-Son Dao K. Zettsu 137 6 0 06 Jan 2023
HierVL: Learning Hierarchical Video-Language EmbeddingsComputer Vision and Pattern Recognition (CVPR), 2023 Kumar Ashutosh Rohit Girdhar Lorenzo Torresani Kristen Grauman VLM AI4TS 394 69 0 05 Jan 2023
What You Say Is What You Show: Visual Narration Detection in Instructional Videos Kumar Ashutosh Rohit Girdhar Lorenzo Torresani Kristen Grauman 339 4 0 05 Jan 2023
Test of Time: Instilling Video-Language Models with a Sense of TimeComputer Vision and Pattern Recognition (CVPR), 2023 Piyush Bagad Makarand Tapaswi Cees G. M. Snoek 436 47 0 05 Jan 2023
Look, Listen, and Attack: Backdoor Attacks Against Video Action Recognition Hasan Hammoud Shuming Liu Mohammad Alkhrashi Fahad Albalawi Guohao Li AAML 262 12 0 03 Jan 2023
Bidirectional Cross-Modal Knowledge Exploration for Video Recognition with Pre-trained Vision-Language ModelsComputer Vision and Pattern Recognition (CVPR), 2022 Wenhao Wu Xiaohan Wang Haipeng Luo Jingdong Wang Yi Yang Wanli Ouyang 333 77 0 31 Dec 2022
An end-to-end multi-scale network for action prediction in videos Xiaofan Liu Jianqin Yin Yuanxi Sun Zhicheng Zhang Jin Tang 149 1 0 31 Dec 2022
StepNet: Spatial-temporal Part-aware Network for Isolated Sign Language Recognition Xi Shen Zhedong Zheng Yi Yang SLR 303 24 0 25 Dec 2022
Similarity Contrastive Estimation for Image and Video Soft Contrastive Self-Supervised LearningMachine Vision and Applications (MVA), 2022 J. Denize Jaonary Rabarisoa Astrid Orcesi Romain Hérault SSL 262 6 0 21 Dec 2022
MoQuad: Motion-focused Quadruple Construction for Video Contrastive Learning Yuan Liu Jiacheng Chen Hao Wu 217 3 0 21 Dec 2022
Cross-Modal Learning with 3D Deformable Attention for Action RecognitionIEEE International Conference on Computer Vision (ICCV), 2022 Sangwon Kim Dasom Ahn ByoungChul Ko ViT 3DPC 293 40 0 12 Dec 2022
VindLU: A Recipe for Effective Video-and-Language PretrainingComputer Vision and Pattern Recognition (CVPR), 2022 Feng Cheng Xizi Wang Jie Lei David J. Crandall Joey Tianyi Zhou Gedas Bertasius VLM 248 91 0 09 Dec 2022
VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive Captioners Shen Yan Tao Zhu Zirui Wang Yuan Cao Mi Zhang Soham Ghosh Yonghui Wu Jiahui Yu VLM VGen 284 69 0 09 Dec 2022
Tencent AVS: A Holistic Ads Video Dataset for Multi-modal Scene SegmentationIEEE Access (IEEE Access), 2022 Jie Jiang Zhimin Li Jiangfeng Xiong Rongwei Quan Qinglin Lu Wei Liu 174 3 0 09 Dec 2022
DroneAttention: Sparse Weighted Temporal Attention for Drone-Camera Based Activity RecognitionNeural Networks (NN), 2022 Santosh Kumar Yadav Achleshwar Luthra Esha Pahwa K. Tiwari Heena Rathore Hari Mohan Pandey Peter Corcoran 206 19 0 07 Dec 2022
Rethinking Video ViTs: Sparse Video Tubes for Joint Image and Video LearningComputer Vision and Pattern Recognition (CVPR), 2022 A. Piergiovanni Weicheng Kuo A. Angelova ViT 224 68 0 06 Dec 2022
VLG: General Video Recognition with Web Textual KnowledgeInternational Journal of Computer Vision (IJCV), 2022 Jintao Lin Zhaoyang Liu Wenhai Wang Wayne Wu Limin Wang 227 2 0 03 Dec 2022
Masked Contrastive Pre-Training for Efficient Video-Text Retrieval Fangxun Shu Biaolong Chen Yue Liao Shuwen Xiao Wenyu Sun Xiaobo Li Yousong Zhu Jinqiao Wang Si Liu CLIP 177 13 0 02 Dec 2022
Query Efficient Cross-Dataset Transferable Black-Box Attack on Action Recognition Rohit Gupta Naveed Akhtar Gaurav Kumar Nayak Lin Wang M. Shah AAML 179 1 0 23 Nov 2022
Dynamic Appearance: A Video Representation for Action Recognition with Joint Training Guoxi Huang A. Bors 163 1 0 23 Nov 2022
Perceiver-VL: Efficient Vision-and-Language Modeling with Iterative Latent AttentionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Zineng Tang Jaemin Cho Jie Lei Joey Tianyi Zhou VLM 162 10 0 21 Nov 2022
Generalizable Deepfake Detection with Phase-Based Motion AnalysisIEEE Transactions on Image Processing (IEEE TIP), 2022 Ekta Prashnani Michael Goebel B. S. Manjunath 188 15 0 17 Nov 2022
Dynamic Temporal Filtering in Video ModelsEuropean Conference on Computer Vision (ECCV), 2022 Fuchen Long Zhaofan Qiu Yingwei Pan Ting Yao Chong-Wah Ngo Tao Mei AI4TS 219 24 0 15 Nov 2022
Multi-Stage Based Feature Fusion of Multi-Modal Data for Human Activity Recognition Hyeongju Choi Apoorva Beedu H. Haresamudram Irfan Essa 121 9 0 08 Nov 2022
Two-Stream Network for Sign Language Recognition and TranslationNeural Information Processing Systems (NeurIPS), 2022 Yutong Chen Ronglai Zuo Fangyun Wei Yu-Huan Wu Shujie Liu Brian Mak SLR 206 190 0 02 Nov 2022
Sparse in Space and Time: Audio-visual Synchronisation with Trainable SelectorsBritish Machine Vision Conference (BMVC), 2022 Vladimir E. Iashin Weidi Xie Esa Rahtu Andrew Zisserman 138 31 0 13 Oct 2022
Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive LearningNeural Information Processing Systems (NeurIPS), 2022 Yuchong Sun Hongwei Xue Ruihua Song Bei Liu Huan Yang Jianlong Fu AI4TS VLM 255 84 0 12 Oct 2022
Contrastive Video-Language Learning with Fine-grained Frame Sampling Zixu Wang Yujie Zhong Yishu Miao Lin Ma Lucia Specia 215 15 0 10 Oct 2022
Quantitative Metrics for Evaluating Explanations of Video DeepFake DetectorsBritish Machine Vision Conference (BMVC), 2022 Federico Baldassarre Quentin Debard Gonzalo Fiz Pontiveros Tri Kurniawan Wijaya 186 5 0 07 Oct 2022
Locate before Answering: Answer Guided Question Localization for Video Question AnsweringIEEE transactions on multimedia (IEEE TMM), 2022 Tianwen Qian Ran Cui Yue Yu Pai Peng Xiao-Wei Guo Yu-Gang Jiang 311 25 0 05 Oct 2022
Alignment-guided Temporal Attention for Video Action RecognitionNeural Information Processing Systems (NeurIPS), 2022 Yizhou Zhao Zhenyang Li Xun Guo Yan Lu 139 19 0 30 Sep 2022
Make-A-Video: Text-to-Video Generation without Text-Video DataInternational Conference on Learning Representations (ICLR), 2022 Uriel Singer Adam Polyak Thomas Hayes Xiaoyue Yin Jie An ... Oron Ashual Oran Gafni Devi Parikh Sonal Gupta Yaniv Taigman DiffM VGen 283 1,766 0 29 Sep 2022
Rethinking Resolution in the Context of Efficient Video RecognitionNeural Information Processing Systems (NeurIPS), 2022 Chuofan Ma Qiushan Guo Yi Jiang Zehuan Yuan Ping Luo Xiaojuan Qi 195 16 0 26 Sep 2022
LGDN: Language-Guided Denoising Network for Video-Language ModelingNeural Information Processing Systems (NeurIPS), 2022 Haoyu Lu Mingyu Ding Nanyi Fei Yuqi Huo Zhiwu Lu VLM 256 19 0 23 Sep 2022
Multi-level Adversarial Spatio-temporal Learning for Footstep Pressure based FoG DetectionIEEE journal of biomedical and health informatics (IEEE JBHI), 2022 Kun Hu Shaohui Mei Wei Wang K. E. Martens Liang Wang S. Lewis Dagan Feng Zhiyong Wang 187 9 0 22 Sep 2022
OmniVL:One Foundation Model for Image-Language and Video-Language TasksNeural Information Processing Systems (NeurIPS), 2022 Junke Wang Dongdong Chen Zuxuan Wu Chong Luo Luowei Zhou Yucheng Zhao Yujia Xie Ce Liu Yu-Gang Jiang Lu Yuan MLLM VLM 259 178 0 15 Sep 2022
Multiple View Performers for Shape Completion David Watkins-Valls Peter K. Allen K. Choromanski Jacob Varley Nicholas R. Waytowich 103 1 0 13 Sep 2022
An Empirical Study of End-to-End Video-Language Transformers with Masked Visual ModelingComputer Vision and Pattern Recognition (CVPR), 2022 Tsu-Jui Fu Linjie Li Zhe Gan Kevin Qinghong Lin William Yang Wang Lijuan Wang Zicheng Liu VLM 586 82 0 04 Sep 2022
Dynamic Spatio-Temporal Specialization Learning for Fine-Grained Action RecognitionEuropean Conference on Computer Vision (ECCV), 2022 Tianjiao Li Lin Geng Foo Qiuhong Ke Hossein Rahmani Anran Wang Jinghua Wang Jing Liu 190 28 0 03 Sep 2022
ModSelect: Automatic Modality Selection for Synthetic-to-Real Domain Generalization Zdravko Marinov Alina Roitberg David Schneider Rainer Stiefelhagen 196 6 0 19 Aug 2022
M2HF: Multi-level Multi-modal Hybrid Fusion for Text-Video Retrieval Shuo Liu Weize Quan Mingyuan Zhou Sihong Chen Jian Kang Zhenlan Zhao Chen Chen Dong-Ming Yan 126 3 0 16 Aug 2022
TL;DW? Summarizing Instructional Videos with Task Relevance & Cross-Modal SaliencyEuropean Conference on Computer Vision (ECCV), 2022 Medhini Narasimhan Arsha Nagrani Chen Sun Michael Rubinstein Trevor Darrell Anna Rohrbach Cordelia Schmid 200 41 0 14 Aug 2022
Motion Sensitive Contrastive Learning for Self-supervised Video RepresentationEuropean Conference on Computer Vision (ECCV), 2022 Jingcheng Ni Nana Zhou Jie Qin Qianrun Wu Junqi Liu Boxun Li Di Huang SSL 180 20 0 12 Aug 2022
Class-attention Video Transformer for Engagement Intensity Prediction Xusheng Ai Victor S. Sheng Chunhua Li Zhiming Cui ViT 129 12 0 12 Aug 2022
Dual Domain-Adversarial Learning for Audio-Visual Saliency Prediction Ying Fan Longfei Han Yue Zhang Lechao Cheng Chenzhen Xia Di Hu SSL 164 1 0 10 Aug 2022
Sports Video Analysis on Large-Scale DataEuropean Conference on Computer Vision (ECCV), 2022 Dekun Wu Henghui Zhao Xingce Bao Richard P. Wildes 130 23 0 09 Aug 2022
Frozen CLIP Models are Efficient Video LearnersEuropean Conference on Computer Vision (ECCV), 2022 Ziyi Lin Shijie Geng Renrui Zhang Shiyang Feng Gerard de Melo Xiaogang Wang Jifeng Dai Yu Qiao Jiaming Song CLIP VLM 231 251 0 06 Aug 2022
Expanding Language-Image Pretrained Models for General Video RecognitionEuropean Conference on Computer Vision (ECCV), 2022 Bolin Ni Houwen Peng Minghao Chen Songyang Zhang Gaofeng Meng Jianlong Fu Shiming Xiang Haibin Ling VLM CLIP ViT 263 425 0 04 Aug 2022