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2003.00908
Cited By
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Learning Fast and Robust Target Models for Video Object Segmentation
Computer Vision and Pattern Recognition (CVPR), 2020
27 February 2020
Andreas Robinson
Felix Järemo Lawin
Martin Danelljan
Fahad Shahbaz Khan
Michael Felsberg
VOS
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ArXiv (abs)
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Github (126★)
Papers citing
"Learning Fast and Robust Target Models for Video Object Segmentation"
50 / 75 papers shown
RobotSeg: A Model and Dataset for Segmenting Robots in Image and Video
Haiyang Mei
Qiming Huang
Hai Ci
Mike Zheng Shou
VOS
VLM
336
0
0
28 Nov 2025
Robust Ego-Exo Correspondence with Long-Term Memory
Yijun Hu
Bing Fan
Xin Gu
Haiqing Ren
Dongfang Liu
Heng Fan
Libo Zhang
VLM
180
1
0
13 Oct 2025
FreeVPS: Repurposing Training-Free SAM2 for Generalizable Video Polyp Segmentation
Qiang Hu
Ying Zhou
Gepeng Ji
Nick Barnes
Qiang Li
Zhiwei Wang
203
0
0
27 Aug 2025
HQ-SMem: Video Segmentation and Tracking Using Memory Efficient Object Embedding With Selective Update and Self-Supervised Distillation Feedback
Elham Soltani Kazemi
Imad Eddine Toubal
Gani Rahmon
Jaired Collins
K. Palaniappan
VOS
263
1
0
25 Jul 2025
SAM-I2V: Upgrading SAM to Support Promptable Video Segmentation with Less than 0.2% Training Cost
Computer Vision and Pattern Recognition (CVPR), 2025
Haiyang Mei
Pengyu Zhang
Mike Zheng Shou
VLM
280
8
0
02 Jun 2025
CoT-RVS: Zero-Shot Chain-of-Thought Reasoning Segmentation for Videos
Shiu-hong Kao
Yu-Wing Tai
Chi-Keung Tang
VOS
MLLM
VGen
LRM
477
0
0
24 May 2025
EdgeTAM: On-Device Track Anything Model
Computer 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
363
19
0
13 Jan 2025
Efficient Track Anything
Yunyang Xiong
Chong Zhou
Xiaoyu Xiang
Lemeng Wu
Chenchen Zhu
...
Ramya Akula
Forrest N. Iandola
Raghuraman Krishnamoorthi
Bilge Soran
Vikas Chandra
VLM
VOS
305
18
0
28 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
431
68
0
21 Oct 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
290
5
0
19 Aug 2024
SAM 2: Segment Anything in Images and Videos
International 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
627
2,885
0
01 Aug 2024
RMem: Restricted Memory Banks Improve Video Object Segmentation
Junbao Zhou
Ziqi Pang
Yu-Xiong Wang
VOS
463
25
0
12 Jun 2024
One-shot Training for Video Object Segmentation
Baiyu Chen
Sixian Chan
Xiaoqin Zhang
VOS
264
0
0
22 May 2024
Deep video representation learning: a survey
Elham Ravanbakhsh
Yongqing Liang
J. Ramanujam
Xin Li
261
7
0
10 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
336
36
0
30 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
227
6
0
26 Mar 2024
ClickVOS: Click Video Object Segmentation
Pinxue Guo
Lingyi Hong
Xinyu Zhou
Shuyong Gao
Wanyun Li
Jinglun Li
Zhaoyu Chen
Xiaoqiang Li
Wei Zhang
Wenqiang Zhang
VOS
274
2
0
10 Mar 2024
UniRef++: Segment Every Reference Object in Spatial and Temporal Spaces
Jiannan Wu
Yi Jiang
Bin Yan
Huchuan Lu
Zehuan Yuan
Ping Luo
VOS
325
28
0
25 Dec 2023
General Object Foundation Model for Images and Videos at Scale
Computer Vision and Pattern Recognition (CVPR), 2023
Junfeng Wu
Yi Jiang
Qihao Liu
Zehuan Yuan
Xiang Bai
Song Bai
VOS
VLM
387
92
0
14 Dec 2023
SimulFlow: Simultaneously Extracting Feature and Identifying Target for Unsupervised Video Object Segmentation
ACM Multimedia (ACM MM), 2023
Lingyi Hong
Wei Zhang
Shuyong Gao
Hong Lu
Wenqiang Zhang
VOS
271
16
0
30 Nov 2023
Putting the Object Back into Video Object Segmentation
Ho Kei Cheng
Seoung Wug Oh
Brian Price
Joon-Young Lee
Alexander Schwing
VOS
491
212
0
19 Oct 2023
Memory-Efficient Continual Learning Object Segmentation for Long Video
IEEE Access (IEEE Access), 2023
Amir Nazemi
Mohammad Javad Shafiee
Zahra Gharaee
Paul Fieguth
VOS
CLL
296
0
0
26 Sep 2023
Adversarial Attacks on Video Object Segmentation with Hard Region Discovery
P. Li
Yu Zhang
L. Yuan
Jian Zhao
Xianghua Xu
Xiaoqing Zhang
AAML
VOS
251
24
0
25 Sep 2023
Efficient Long-Short Temporal Attention Network for Unsupervised Video Object Segmentation
Pattern Recognition (Pattern Recogn.), 2023
P. Li
Yu Zhang
L. Yuan
Huaxin Xiao
Binbin Lin
Xianghua Xu
VOS
237
21
0
21 Sep 2023
XMem++: Production-level Video Segmentation From Few Annotated Frames
IEEE International Conference on Computer Vision (ICCV), 2023
Maksym Bekuzarov
Ariana Bermúdez
Joon-Young Lee
Haohe Li
VLM
VOS
285
68
0
29 Jul 2023
MarS3D: A Plug-and-Play Motion-Aware Model for Semantic Segmentation on Multi-Scan 3D Point Clouds
Computer Vision and Pattern Recognition (CVPR), 2023
Jiahui Liu
Chirui Chang
Jianhui Liu
Xiaoyang Wu
Lan Ma
Xiaojuan Qi
3DPC
235
30
0
18 Jul 2023
Boosting Video Object Segmentation via Space-time Correspondence Learning
Computer Vision and Pattern Recognition (CVPR), 2023
Yurong Zhang
Liulei Li
Wenguan Wang
Rong Xie
Li Song
Wenjun Zhang
VOS
267
47
0
13 Apr 2023
CLVOS23: A Long Video Object Segmentation Dataset for Continual Learning
Amir Nazemi
Zeyad Moustafa
Paul Fieguth
VOS
CLL
248
6
0
09 Apr 2023
Co-attention Propagation Network for Zero-Shot Video Object Segmentation
IEEE Transactions on Image Processing (IEEE TIP), 2023
Gensheng Pei
Yazhou Yao
Fumin Shen
Daniel Huang
Xing-Rui Huang
Hengtao Shen
VOS
301
16
0
08 Apr 2023
OmniTracker: Unifying Object Tracking by Tracking-with-Detection
Junke Wang
Dongdong Chen
Dongdong Chen
Chong Luo
Xiyang Dai
Lu Yuan
Yu-Gang Jiang
VOT
298
19
0
21 Mar 2023
Unified Mask Embedding and Correspondence Learning for Self-Supervised Video Segmentation
Computer Vision and Pattern Recognition (CVPR), 2023
Liulei Li
Wenguan Wang
Tianfei Zhou
Jianwu Li
Yi Yang
VOS
332
28
0
17 Mar 2023
Universal Instance Perception as Object Discovery and Retrieval
Computer Vision and Pattern Recognition (CVPR), 2023
B. Yan
Yi Jiang
Jiannan Wu
D. Wang
Ping Luo
Zehuan Yuan
Huchuan Lu
VOS
VLM
LRM
464
249
0
12 Mar 2023
One-Shot Video Inpainting
Sangjin Lee
Suhwan Cho
Sangyoun Lee
226
3
0
28 Feb 2023
Flow-guided Semi-supervised Video Object Segmentation
Yushan Zhang
Andreas Robinson
M. Magnusson
Michael Felsberg
VOS
229
1
0
25 Jan 2023
High-Throughput, High-Performance Deep Learning-Driven Light Guide Plate Surface Visual Quality Inspection Tailored for Real-World Manufacturing Environments
AAAI Conference on Artificial Intelligence (AAAI), 2022
Carol Xu
M. Famouri
Gautam Bathla
M. Shafiee
Alexander Wong
204
2
0
20 Dec 2022
Learning to Learn Better for Video Object Segmentation
AAAI Conference on Artificial Intelligence (AAAI), 2022
Meng Lan
Jing Zhang
Lefei Zhang
Dacheng Tao
VOS
254
22
0
05 Dec 2022
LVOS: A Benchmark for Long-term Video Object Segmentation
IEEE International Conference on Computer Vision (ICCV), 2022
Li Hong
Wen-Chao Chen
Zhongying Liu
Wei Zhang
Pinxue Guo
Zhaoyu Chen
Wenqiang Zhang
VOS
382
89
0
18 Nov 2022
Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An Overview
IEEE/CAA Journal of Automatica Sinica (JCAS), 2022
Wenqi Ren
Yang Tang
Qiyu Sun
Chaoqiang Zhao
Qing‐Long Han
VLM
252
68
0
13 Nov 2022
Pixel-Level Equalized Matching for Video Object Segmentation
Suhwan Cho
Woojin Kim
Myeongah Cho
Seunghoon Lee
Minhyeok Lee
Chaewon Park
Sangyoun Lee
VOS
310
4
0
04 Sep 2022
SWEM: Towards Real-Time Video Object Segmentation with Sequential Weighted Expectation-Maximization
Computer Vision and Pattern Recognition (CVPR), 2022
Zhihui Lin
Tianyu Yang
Maomao Li
Ziyu Wang
Chuner Yuan
Wenhao Jiang
Wei Liu
VOS
366
60
0
22 Aug 2022
Semi-Supervised Video Inpainting with Cycle Consistency Constraints
Computer Vision and Pattern Recognition (CVPR), 2022
Zhiliang Wu
Hanyu Xuan
Changchang Sun
Kang Zhang
Yan Yan
300
16
0
14 Aug 2022
Region Aware Video Object Segmentation with Deep Motion Modeling
IEEE Transactions on Image Processing (IEEE TIP), 2022
Bo Miao
Bennamoun
Yongsheng Gao
Lin Wang
VOS
321
27
0
21 Jul 2022
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
European Conference on Computer Vision (ECCV), 2022
Ho Kei Cheng
Alex Schwing
VLM
VOS
438
613
0
14 Jul 2022
Towards Grand Unification of Object Tracking
European Conference on Computer Vision (ECCV), 2022
B. Yan
Yi Jiang
Pei Sun
D. Wang
Zehuan Yuan
Ping Luo
Huchuan Lu
ViT
VOT
506
176
0
14 Jul 2022
Tackling Background Distraction in Video Object Segmentation
European Conference on Computer Vision (ECCV), 2022
Suhwan Cho
Heansung Lee
Minhyeok Lee
Chaewon Park
Sungjun Jang
Minjung Kim
Sangyoun Lee
VOS
393
34
0
14 Jul 2022
CellDefectNet: A Machine-designed Attention Condenser Network for Electroluminescence-based Photovoltaic Cell Defect Inspection
Canadian Conference on Computer and Robot Vision (CRV), 2022
Carol Xu
M. Famouri
Gautam Bathla
Saeejith Nair
M. Shafiee
Alexander Wong
327
5
0
25 Apr 2022
LightDefectNet: A Highly Compact Deep Anti-Aliased Attention Condenser Neural Network Architecture for Light Guide Plate Surface Defect Detection
Carol Xu
M. Famouri
Gautam Bathla
M. Shafiee
Alexander Wong
174
1
0
25 Apr 2022
Siamese Network with Interactive Transformer for Video Object Segmentation
AAAI Conference on Artificial Intelligence (AAAI), 2021
Meng Lan
Jing Zhang
Fengxiang He
Lefei Zhang
ViT
224
41
0
28 Dec 2021
A Discriminative Single-Shot Segmentation Network for Visual Object Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
A. Lukežič
Jirí Matas
Matej Kristan
VOS
288
14
0
22 Dec 2021
Visual Object Tracking with Discriminative Filters and Siamese Networks: A Survey and Outlook
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
S. Javed
Martin Danelljan
Fahad Shahbaz Khan
Muhammad Haris Khan
Michael Felsberg
Jirí Matas
256
198
0
06 Dec 2021
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