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Online Adaptation of Convolutional Neural Networks for Video Object Segmentation

28 June 2017

Papers citing "Online Adaptation of Convolutional Neural Networks for Video Object Segmentation"

50 / 202 papers shown

Title
Robust Ego-Exo Correspondence with Long-Term Memory Yijun Hu Bing Fan Xin Gu Haiqing Ren Dongfang Liu Heng Fan Libo Zhang VLM 96 1 0 13 Oct 2025
Online Adaptation via Dual-Stage Alignment and Self-Supervision for Fast-Calibration Brain-Computer Interfaces Sheng-Bin Duan Jian-Long Hao Tian-Yu Xiang Xiao-Hu Zhou Mei-Jiang Gui Xiao-Liang Xie Shi-Qi Liu Zeng-Guang Hou 80 0 0 23 Sep 2025
MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Q. Yang Xingtai Lv Miaomiao Cui Liefeng Bo VLM 262 3 0 30 Apr 2025
Studying Image Diffusion Features for Zero-Shot Video Object Segmentation Thanos Delatolas Vicky S. Kalogeiton Dim P. Papadopoulos DiffM VOS 309 3 0 07 Apr 2025
EdgeTAM: On-Device Track Anything ModelComputer Vision and Pattern Recognition (CVPR), 2025 Chong Zhou Chenchen Zhu Yunyang Xiong Saksham Suri Fanyi Xiao ... Raghuraman Krishnamoorthi Bo Dai Chen Change Loy Vikas Chandra Bilge Soran VLM 284 8 0 13 Jan 2025
LiVOS: Light Video Object Segmentation with Gated Linear MatchingComputer Vision and Pattern Recognition (CVPR), 2024 Qin Liu Jianfeng Wang Zhiyong Yang Linjie Li Kevin Qinghong Lin Marc Niethammer Lijuan Wang VOS 263 3 0 05 Nov 2024
SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree Shuangrui Ding Rui Qian Xiaoyi Dong Pan Zhang Yuhang Zang Yuhang Cao Yuwei Guo Dahua Lin Jiaqi Wang VLM VOS 307 44 0 21 Oct 2024
Convolutional Networks as Extremely Small Foundation Models: Visual Prompting and Theoretical Perspective Jianqiao Wangni VLM 155 0 0 03 Sep 2024
Video Object Segmentation via SAM 2: The 4th Solution for LSVOS Challenge VOS Track Feiyu Pan Hao Fang Runmin Cong Wei Zhang Xiankai Lu VOS 214 4 0 19 Aug 2024
SAM 2: Segment Anything in Images and VideosInternational Conference on Learning Representations (ICLR), 2024 Nikhila Ravi Valentin Gabeur Yuan-Ting Hu Ronghang Hu Chaitanya K. Ryali ... Nicolas Carion Chao-Yuan Wu Ross B. Girshick Piotr Dollár Christoph Feichtenhofer VLM MLLM 466 2,093 0 01 Aug 2024
Strike the Balance: On-the-Fly Uncertainty based User Interactions for Long-Term Video Object SegmentationAsian Conference on Computer Vision (ACCV), 2024 Stéphane Vujasinović Kamil Dreczkowski Sebastian Bullinger Norbert Scherer-Negenborn Michael Arens VOS 254 1 0 31 Jul 2024
Learning Spatial-Semantic Features for Robust Video Object Segmentation Xin Li Deshui Miao Zhenyu He Longji Xu Huchuan Lu Ming-Hsuan Yang VOS 287 5 0 10 Jul 2024
RMem: Restricted Memory Banks Improve Video Object Segmentation Junbao Zhou Ziqi Pang Yu-Xiong Wang VOS 350 17 0 12 Jun 2024
One-shot Training for Video Object Segmentation Baiyu Chen Sixian Chan Xiaoqin Zhang VOS 175 0 0 22 May 2024
LVOS: A Benchmark for Large-scale Long-term Video Object Segmentation Lingyi Hong Zhongying Liu Wenchao Chen Chenzhi Tan Yuang Feng ... Jinglun Li Zhaoyu Chen Shuyong Gao Wei Zhang Wenqiang Zhang VLM VOS 271 30 0 30 Apr 2024
Dynamic in Static: Hybrid Visual Correspondence for Self-Supervised Video Object Segmentation Gensheng Pei Yazhou Yao Jianbo Jiao Wenguan Wang Liqiang Nie Jinhui Tang VOS 226 1 0 21 Apr 2024
Spatial-Temporal Multi-level Association for Video Object SegmentationEuropean Conference on Computer Vision (ECCV), 2024 Deshui Miao Xin Li Zhenyu He Huchuan Lu Ming-Hsuan Yang VOS 160 4 0 09 Apr 2024
Efficient Video Object Segmentation via Modulated Cross-Attention Memory Abdelrahman M. Shaker Syed Talal Wasim Martin Danelljan Salman Khan Ming-Hsuan Yang Fahad Shahbaz Khan VOS 136 4 0 26 Mar 2024
OneVOS: Unifying Video Object Segmentation with All-in-One Transformer FrameworkEuropean Conference on Computer Vision (ECCV), 2024 Wanyun Li Pinxue Guo Xinyu Zhou Lingyi Hong Yangji He Xiangyu Zheng Wei Zhang Wenqiang Zhang VOS 255 9 0 13 Mar 2024
Point-VOS: Pointing Up Video Object Segmentation Idil Esen Zulfikar Sabarinath Mahadevan P. Voigtlaender Bastian Leibe VOS 191 5 0 08 Feb 2024
Learning Multi-Step Manipulation Tasks from A Single Human Demonstration Dingkun Guo 189 9 0 23 Dec 2023
TAM-VT: Transformation-Aware Multi-scale Video Transformer for Segmentation and TrackingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Raghav Goyal Wan-Cyuan Fan Mennatullah Siam Leonid Sigal VOS 200 4 0 13 Dec 2023
Learning the What and How of Annotation in Video Object Segmentation Thanos Delatolas Vicky S. Kalogeiton Dim P. Papadopoulos VOS 173 18 0 08 Nov 2023
Putting the Object Back into Video Object Segmentation Ho Kei Cheng Seoung Wug Oh Brian Price Joon-Young Lee Alexander Schwing VOS 302 175 0 19 Oct 2023
Memory-Efficient Continual Learning Object Segmentation for Long VideoIEEE Access (IEEE Access), 2023 Amir Nazemi Mohammad Javad Shafiee Zahra Gharaee Paul Fieguth VOS CLL 216 0 0 26 Sep 2023
PanoVOS: Bridging Non-panoramic and Panoramic Views with Transformer for Video SegmentationEuropean Conference on Computer Vision (ECCV), 2023 Shilin Yan Xiaohao Xu Renrui Zhang Lingyi Hong Wenchao Chen Wenqiang Zhang Wei Zhang VOS 247 12 0 21 Sep 2023
Integrating Boxes and Masks: A Multi-Object Framework for Unified Visual Tracking and SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Yuanyou Xu Zongxin Yang Yi Yang VOS 252 16 0 25 Aug 2023
Joint Modeling of Feature, Correspondence, and a Compressed Memory for Video Object Segmentation Kailai Li Yutao Cui Gangshan Wu Limin Wang VOS 221 10 0 25 Aug 2023
Semantics Meets Temporal Correspondence: Self-supervised Object-centric Learning in VideosIEEE International Conference on Computer Vision (ICCV), 2023 Rui Qian Shuangrui Ding Xian Liu Dahua Lin 366 21 0 19 Aug 2023
Scalable Video Object Segmentation with Simplified FrameworkIEEE International Conference on Computer Vision (ICCV), 2023 Qiangqiang Wu Tianyu Yang WU Wei Antoni B. Chan VOS 141 38 0 19 Aug 2023
Hierarchical Spatiotemporal Transformers for Video Object Segmentation Jun-Sang Yoo H. Lee Seung‐Won Jung VOS 156 1 0 17 Jul 2023
READMem: Robust Embedding Association for a Diverse Memory in Unconstrained Video Object SegmentationBritish Machine Vision Conference (BMVC), 2023 Stéphane Vujasinović Sebastian Bullinger S. Becker N. Scherer-Negenborn Michael Arens Rainer Stiefelhagen VOS 161 2 0 22 May 2023
Tracking through Containers and Occluders in the WildComputer Vision and Pattern Recognition (CVPR), 2023 Basile Van Hoorick P. Tokmakov Simon Stent Jie Li Carl Vondrick 196 18 0 04 May 2023
Boosting Video Object Segmentation via Space-time Correspondence LearningComputer Vision and Pattern Recognition (CVPR), 2023 Yurong Zhang Liulei Li Wenguan Wang Rong Xie Li Song Wenjun Zhang VOS 223 43 0 13 Apr 2023
CLVOS23: A Long Video Object Segmentation Dataset for Continual Learning Amir Nazemi Zeyad Moustafa Paul Fieguth VOS CLL 192 6 0 09 Apr 2023
A Comprehensive Survey on Test-Time Adaptation under Distribution ShiftsInternational Journal of Computer Vision (IJCV), 2023 Jian Liang Ran He Tien-Ping Tan OOD VLM TTA 296 370 0 27 Mar 2023
Two-shot Video Object SegmentationComputer Vision and Pattern Recognition (CVPR), 2023 Kun Yan Xiao Li Fangyun Wei Jinglu Wang Chenbin Zhang Ping Wang Yan Lu VOS 147 23 0 21 Mar 2023
Flow-guided Semi-supervised Video Object Segmentation Yushan Zhang Andreas Robinson M. Magnusson Michael Felsberg VOS 161 1 0 25 Jan 2023
Learning a Fast 3D Spectral Approach to Object Segmentation and Tracking over Space and TimeArtificial Intelligence (AI), 2022 Elena Burceanu Marius Leordeanu VOS 177 0 0 15 Dec 2022
Breaking the "Object" in Video Object SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 P. Tokmakov Jie Li Adrien Gaidon VOS 295 47 0 12 Dec 2022
LVOS: A Benchmark for Long-term Video Object SegmentationIEEE International Conference on Computer Vision (ICCV), 2022 Li Hong Wen-Chao Chen Zhongying Liu Wei Zhang Pinxue Guo Zhaoyu Chen Wenqiang Zhang VOS 242 79 0 18 Nov 2022
Decoupling Features in Hierarchical Propagation for Video Object SegmentationNeural Information Processing Systems (NeurIPS), 2022 Zongxin Yang Yi Yang VOS 264 189 0 18 Oct 2022
Global Spectral Filter Memory Network for Video Object SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Yong-Jin Liu R. Yu Jiahao Wang Xinyuan Zhao Yitong Wang Yansong Tang Yujiu Yang VOS 233 43 0 11 Oct 2022
A Simple and Powerful Global Optimization for Unsupervised Video Object SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Georgy Ponimatkin Nermin Samet Yanghua Xiao Yuming Du Renaud Marlet Vincent Lepetit VOS 212 23 0 19 Sep 2022
Spatial-then-Temporal Self-Supervised Learning for Video CorrespondenceComputer Vision and Pattern Recognition (CVPR), 2022 Rui Li Dong Liu 550 20 0 16 Sep 2022
Per-Clip Video Object SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Kwanyong Park Sanghyun Woo Seoung Wug Oh In So Kweon Joon-Young Lee VLM VOS 193 61 0 03 Aug 2022
Region Aware Video Object Segmentation with Deep Motion ModelingIEEE Transactions on Image Processing (IEEE TIP), 2022 Bo Miao Bennamoun Yongsheng Gao Lin Wang VOS 225 25 0 21 Jul 2022
GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Cristiano Saltori E. Krivosheev Stéphane Lathuilière Andrii Zadaianchuk Fabio Galasso G. Fiameni Elisa Ricci Fabio Poiesi 3DPC 201 39 0 20 Jul 2022
Learning Quality-aware Dynamic Memory for Video Object SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Yong Liu R. Yu Fei Yin Xinyuan Zhao Wei Zhao Weihao Xia Yujiu Yang VOS 144 62 0 16 Jul 2022
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory ModelEuropean Conference on Computer Vision (ECCV), 2022 Ho Kei Cheng Alex Schwing VLM VOS 321 548 0 14 Jul 2022