OCSampler: Compressing Videos to One Clip with Single-step Sampling

OCSampler: Compressing Videos to One Clip with Single-step Sampling

12 January 2022

Papers citing "OCSampler: Compressing Videos to One Clip with Single-step Sampling"

19 / 19 papers shown

Title
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Yulin Wang Haoji Zhang Yang Yue Shiji Song Chao Deng Junlan Feng Gao Huang 77 3 0 15 Dec 2024
Streamlining Forest Wildfire Surveillance: AI-Enhanced UAVs Utilizing the FLAME Aerial Video Dataset for Lightweight and Efficient Monitoring Lemeng Zhao Junjie Hu Jianchao Bi Yanbing Bai Erick Mas Shunichi Koshimura 14 0 0 31 Aug 2024
HaltingVT: Adaptive Token Halting Transformer for Efficient Video Recognition Qian Wu Ruoxuan Cui Yuke Li Haoqi Zhu ViT 17 1 0 10 Jan 2024
Revisiting Kernel Temporal Segmentation as an Adaptive Tokenizer for Long-form Video Understanding Mohamed Afham Satya Narayan Shukla Omid Poursaeed Pengchuan Zhang Ashish Shah Sernam Lim VLM 11 2 0 20 Sep 2023
Differentiable Resolution Compression and Alignment for Efficient Video Classification and Retrieval Rui Deng Qian Wu Yuke Li Haoran Fu 8 2 0 15 Sep 2023
Audio-Visual Glance Network for Efficient Video Recognition Muhammad Adi Nugroho Sangmin Woo Sumin Lee Changick Kim 11 5 0 18 Aug 2023
Sample Less, Learn More: Efficient Action Recognition via Frame Feature Restoration Harry Cheng Yangyang Guo Liqiang Nie Zhiyong Cheng Mohan S. Kankanhalli 17 7 0 27 Jul 2023
SpotEM: Efficient Video Search for Episodic Memory Santhosh Kumar Ramakrishnan Ziad Al-Halah Kristen Grauman VLM 18 9 0 28 Jun 2023
Efficient Video Action Detection with Token Dropout and Context Refinement Lei Chen Zhan Tong Yibing Song Gangshan Wu Limin Wang 21 14 0 17 Apr 2023
PMI Sampler: Patch Similarity Guided Frame Selection for Aerial Action Recognition Ruiqi Xian Xijun Wang D. Kothandaraman Dinesh Manocha 18 6 0 14 Apr 2023
Chat2Map: Efficient Scene Mapping from Multi-Ego Conversations Sagnik Majumder Hao Jiang Pierre Moulon E. Henderson P. Calamia Kristen Grauman V. Ithapu EgoV 10 7 0 04 Jan 2023
VLG: General Video Recognition with Web Textual Knowledge Jintao Lin Zhaoyang Liu Wenhai Wang Wayne Wu Limin Wang 29 0 0 03 Dec 2022
AdaFocusV3: On Unified Spatial-temporal Dynamic Video Recognition Yulin Wang Yang Yue Xin-Wen Xu Ali Hassani V. Kulikov Nikita Orlov S. Song Humphrey Shi Gao Huang 11 17 0 27 Sep 2022
Rethinking Resolution in the Context of Efficient Video Recognition Chuofan Ma Qiushan Guo Yi-Xin Jiang Zehuan Yuan Ping Luo Xiaojuan Qi 57 12 0 26 Sep 2022
NSNet: Non-saliency Suppression Sampler for Efficient Video Recognition Boyang Xia Wenhao Wu Haoran Wang Rui Su Dongliang He Haosen Yang Xiaoran Fan Wanli Ouyang 8 21 0 21 Jul 2022
Temporal Saliency Query Network for Efficient Video Recognition Boyang Xia Zhihao Wang Wenhao Wu Haoran Wang Jungong Han 29 15 0 21 Jul 2022
AdaFuse: Adaptive Temporal Fusion Network for Efficient Action Recognition Yue Meng Rameswar Panda Chung-Ching Lin P. Sattigeri Leonid Karlinsky Kate Saenko A. Oliva Rogerio Feris 66 62 0 10 Feb 2021
AdaFrame: Adaptive Frame Selection for Fast Video Recognition Zuxuan Wu Caiming Xiong Chih-Yao Ma R. Socher L. Davis 110 194 0 29 Nov 2018
ECO: Efficient Convolutional Network for Online Video Understanding Mohammadreza Zolfaghari Kamaljeet Singh Thomas Brox 119 495 0 24 Apr 2018