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The 2017 DAVIS Challenge on Video Object Segmentation

3 April 2017

Luc Van Gool

Papers citing "The 2017 DAVIS Challenge on Video Object Segmentation"

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Title
Fusion of Short-term and Long-term Attention for Video Mirror Detection Mingchen Xu Jing Wu Yukun Lai Ze Ji 61 1 0 10 Jul 2024
Learning Spatial-Semantic Features for Robust Video Object Segmentation Xin Li Deshui Miao Zhenyu He Yansen Wang Huchuan Lu Ming-Hsuan Yang VOS 169 4 0 10 Jul 2024
Controlling Space and Time with Diffusion Models Daniel Watson Saurabh Saxena Lala Li Andrea Tagliasacchi David J. Fleet VGen 163 32 0 10 Jul 2024
GVDIFF: Grounded Text-to-Video Generation with Diffusion Models Huanzhang Dou Ruixiang Li Wei Su Xi Li DiffM 88 1 0 02 Jul 2024
Zero-Shot Video Restoration and Enhancement Using Pre-Trained Image Diffusion Model Cong Cao Huanjing Yue Xin Liu Jingyu Yang DiffM VGen 178 1 0 02 Jul 2024
Dense Monocular Motion Segmentation Using Optical Flow and Pseudo Depth Map: A Zero-Shot Approach Yuxiang Huang Yuhao Chen John S. Zelek MDE 71 2 0 27 Jun 2024
Video Inpainting Localization with Contrastive Learning Zijie Lou Gang Cao Man Lin 100 1 0 25 Jun 2024
Splatter a Video: Video Gaussian Representation for Versatile Processing Yang-tian Sun Yi-Hua Huang Lin Ma Xiaoyang Lyu Yan-Pei Cao Xiaojuan Qi 3DGS 80 9 0 19 Jun 2024
Trusted Video Inpainting Localization via Deep Attentive Noise Learning Zijie Lou Gang Cao Man Lin AAML 85 3 0 19 Jun 2024
RMem: Restricted Memory Banks Improve Video Object Segmentation Junbao Zhou Ziqi Pang Yu-Xiong Wang VOS 133 7 0 12 Jun 2024
A Labelled Dataset for Sentiment Analysis of Videos on YouTube, TikTok, and Other Sources about the 2024 Outbreak of Measles Nirmalya Thakur Vanessa Su Mingchen Shao Kesha A. Patel Hongseok Jeong Victoria Knieling Andrew Bian 60 1 0 11 Jun 2024
Visual Representation Learning with Stochastic Frame Prediction Huiwon Jang Dongyoung Kim Junsu Kim Jinwoo Shin Pieter Abbeel Younggyo Seo 90 3 0 11 Jun 2024
UVIS: Unsupervised Video Instance Segmentation Shuaiyi Huang Saksham Suri Kamal Gupta Sai Saketh Rambhatla Ser-Nam Lim Abhinav Shrivastava VLM 81 3 0 11 Jun 2024
NaRCan: Natural Refined Canonical Image with Integration of Diffusion Prior for Video Editing Ting-Hsuan Chen Jiewen Chan Hau-Shiang Shiu Shih-Han Yen Chang-Han Yeh Yu-Lun Liu VGen DiffM 110 3 0 10 Jun 2024
Training-Free Robust Interactive Video Object Segmentation Xiaoli Wei Zhaoqing Wang Yandong Guo Chunxia Zhang Tongliang Liu Mingming Gong VLM VOS 80 1 0 08 Jun 2024
MotionClone: Training-Free Motion Cloning for Controllable Video Generation Pengyang Ling Jiazi Bu Pan Zhang Xiaoyi Dong Yuhang Zang Tong Wu H. Chen Jiaqi Wang Yi Jin VGen DiffM 90 41 0 08 Jun 2024
Ada-VE: Training-Free Consistent Video Editing Using Adaptive Motion Prior Tanvir Mahmud Mustafa Munir R. Marculescu Diana Marculescu VGen 71 0 0 07 Jun 2024
1st Place Solution for MOSE Track in CVPR 2024 PVUW Workshop: Complex Video Object Segmentation Deshui Miao Xin Li Zhenyu He Yaowei Wang Ming-Hsuan Yang 69 1 0 07 Jun 2024
Matching Anything by Segmenting Anything Siyuan Li Lei Ke Martin Danelljan Luigi Piccinelli Mattia Segu Luc Van Gool Fisher Yu VOS 105 26 0 06 Jun 2024
Enhancing Temporal Consistency in Video Editing by Reconstructing Videos with 3D Gaussian Splatting Inkyu Shin Qihang Yu Xiaohui Shen In So Kweon KuK-Jin Yoon Liang-Chieh Chen VGen DiffM 123 1 0 04 Jun 2024
Temporally Consistent Object Editing in Videos using Extended Attention AmirHossein Zamani Amir G. Aghdam Tiberiu Popa Eugene Belilovsky DiffM 107 1 0 01 Jun 2024
Intrinsic Dynamics-Driven Generalizable Scene Representations for Vision-Oriented Decision-Making Applications Dayang Liang Jinyang Lai Yunlong Liu 88 0 0 30 May 2024
Lifelong Learning Using a Dynamically Growing Tree of Sub-networks for Domain Generalization in Video Object Segmentation Islam I. Osman Mohamed S. Shehata 132 0 0 29 May 2024
DMT-JEPA: Discriminative Masked Targets for Joint-Embedding Predictive Architecture Shentong Mo Sukmin Yun 91 3 0 28 May 2024
MoSca: Dynamic Gaussian Fusion from Casual Videos via 4D Motion Scaffolds Jiahui Lei Yijia Weng Adam W. Harley Leonidas Guibas Kostas Daniilidis 3DGS 102 44 0 27 May 2024
Unified Editing of Panorama, 3D Scenes, and Videos Through Disentangled Self-Attention Injection Gihyun Kwon Jangho Park Jong Chul Ye VGen DiffM 128 0 0 27 May 2024
I2VEdit: First-Frame-Guided Video Editing via Image-to-Video Diffusion Models Wenqi Ouyang Yi Dong Lei Yang Jianlou Si Xingang Pan VGen DiffM 98 16 0 26 May 2024
Looking Backward: Streaming Video-to-Video Translation with Feature Banks Feng Liang Akio Kodaira Chenfeng Xu Masayoshi Tomizuka Kurt Keutzer Diana Marculescu DiffM VGen 195 9 0 24 May 2024
One-shot Training for Video Object Segmentation Baiyu Chen Sixian Chan Xiaoqin Zhang VOS 48 0 0 22 May 2024
Slicedit: Zero-Shot Video Editing With Text-to-Image Diffusion Models Using Spatio-Temporal Slices Nathaniel Cohen Vladimir Kulikov Matan Kleiner Inbar Huberman-Spiegelglas T. Michaeli VGen DiffM 71 17 0 20 May 2024
DINO as a von Mises-Fisher mixture model Hariprasath Govindarajan Per Sidén Jacob Roll Fredrik Lindsten 90 12 0 17 May 2024
Global Motion Understanding in Large-Scale Video Object Segmentation Volodymyr Fedynyak Yaroslav Romanus Oles Dobosevych Igor Babin Roman Riazantsev VOS 107 1 0 11 May 2024
DeVOS: Flow-Guided Deformable Transformer for Video Object Segmentation Volodymyr Fedynyak Yaroslav Romanus Bohdan Hlovatskyi Bohdan Sydor Oles Dobosevych Igor Babin Roman Riazantsev VOS 78 3 0 11 May 2024
Deep video representation learning: a survey Elham Ravanbakhsh Yongqing Liang J. Ramanujam Xin Li 78 3 0 10 May 2024
Space-time Reinforcement Network for Video Object Segmentation Yadang Chen Wentao Zhu Zhixin Yang Enhua Wu VOS 21 0 0 07 May 2024
DreamScene4D: Dynamic Multi-Object Scene Generation from Monocular Videos Wen-Hsuan Chu Lei Ke Katerina Fragkiadaki 3DGS VGen 103 33 0 03 May 2024
Zero-Shot Monocular Motion Segmentation in the Wild by Combining Deep Learning with Geometric Motion Model Fusion Yuxiang Huang Yuhao Chen John S. Zelek 65 1 0 02 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 76 14 0 30 Apr 2024
Chameleon: A Data-Efficient Generalist for Dense Visual Prediction in the Wild Donggyun Kim Seongwoong Cho Semin Kim Chong Luo Seunghoon Hong VLM 88 3 0 29 Apr 2024
AudioScenic: Audio-Driven Video Scene Editing Kaixin Shen Ruijie Quan Linchao Zhu Jun Xiao Yi Yang VGen DiffM 62 1 0 25 Apr 2024
PM-VIS: High-Performance Box-Supervised Video Instance Segmentation Zhangjing Yang Dun Liu Wensheng Cheng Jinqiao Wang Yi Wu VLM 65 2 0 22 Apr 2024
360VOTS: Visual Object Tracking and Segmentation in Omnidirectional Videos Yinzhe Xu Huajian Huang Yingshu Chen Sai-Kit Yeung VOS 102 2 0 22 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 98 1 0 21 Apr 2024
Moving Object Segmentation: All You Need Is SAM (and Flow) Junyu Xie Charig Yang Weidi Xie Andrew Zisserman 98 11 0 18 Apr 2024
Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model Han Lin Jaemin Cho Abhaysinh Zala Mohit Bansal DiffM VGen 151 28 0 15 Apr 2024
Event-Enhanced Snapshot Compressive Videography at 10K FPS Bo Zhang J. Suo Qionghai Dai VGen 121 1 0 11 Apr 2024
Spatial-Temporal Multi-level Association for Video Object Segmentation Deshui Miao Xin Li Zhenyu He Huchuan Lu Ming-Hsuan Yang VOS 63 0 0 09 Apr 2024
Deep Optics for Video Snapshot Compressive Imaging Ping Wang Lishun Wang Xin Yuan 44 11 0 08 Apr 2024
SpatialTracker: Tracking Any 2D Pixels in 3D Space Yuxi Xiao Qianqian Wang Shangzhan Zhang Nan Xue Sida Peng Yujun Shen Xiaowei Zhou 101 66 0 05 Apr 2024
Decoupling Static and Hierarchical Motion Perception for Referring Video Segmentation Shuting He Henghui Ding VOS 85 25 0 04 Apr 2024