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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
ThinkVideo: High-Quality Reasoning Video Segmentation with Chain of Thoughts Shiu-hong Kao Yu-Wing Tai Chi-Keung Tang VOS MLLM VGen LRM 105 0 0 01 Jul 2025
Emergent Temporal Correspondences from Video Diffusion Transformers Jisu Nam Soowon Son Dahyun Chung Jiyoung Kim Siyoon Jin Junhwa Hur Seungryong Kim VGen 23 0 0 20 Jun 2025
A Comprehensive Survey on Video Scene Parsing:Advances, Challenges, and Prospects Guohuan Xie Syed Ariff Syed Hesham Wenya Guo Bing Li Ming-Ming Cheng Guolei Sun Yun-Hai Liu 29 0 0 16 Jun 2025
Generative 4D Scene Gaussian Splatting with Object View-Synthesis Priors Wen-Hsuan Chu Lei Ke Jianmeng Liu Mingxiao Huo P. Tokmakov Katerina Fragkiadaki 3DGS 32 0 0 15 Jun 2025
StreamSplat: Towards Online Dynamic 3D Reconstruction from Uncalibrated Video Streams Zike Wu Qi Yan Xuanyu Yi Lele Wang Renjie Liao 3DGS 26 0 0 10 Jun 2025
Consistent Video Editing as Flow-Driven Image-to-Video Generation Ge Wang Songlin Fan Hangxu Liu Quanjian Song Hewei Wang Jinfeng Xu DiffM VGen 29 0 0 09 Jun 2025
Super Encoding Network: Recursive Association of Multi-Modal Encoders for Video Understanding Boyu Chen Siran Chen Kunchang Li Qinglin Xu Yu Qiao Yali Wang VOS 25 0 0 09 Jun 2025
Frame Guidance: Training-Free Guidance for Frame-Level Control in Video Diffusion Models Sangwon Jang Taekyung Ki Jaehyeong Jo Jaehong Yoon Soo Ye Kim Zhe Lin Sung Ju Hwang DiffM VGen 25 0 0 08 Jun 2025
THU-Warwick Submission for EPIC-KITCHEN Challenge 2025: Semi-Supervised Video Object Segmentation Mingqi Gao Haoran Duan Tianlu Zhang Jungong Han 12 0 0 07 Jun 2025
FADE: Frequency-Aware Diffusion Model Factorization for Video Editing Yixuan Zhu Haolin Wang Shilin Ma Wenliang Zhao Yansong Tang Lei Chen Jie Zhou DiffM VGen 47 0 0 06 Jun 2025
FRAME: Pre-Training Video Feature Representations via Anticipation and Memory Sethuraman TV Savya Khosla Vignesh Srinivasakumar Jiahui Huang Seoung Wug Oh Simon Jenni Derek Hoiem Joon-Young Lee 36 0 0 05 Jun 2025
SAM-I2V: Upgrading SAM to Support Promptable Video Segmentation with Less than 0.2% Training Cost Haiyang Mei Pengyu Zhang Mike Zheng Shou VLM 47 0 0 02 Jun 2025
UniGeo: Taming Video Diffusion for Unified Consistent Geometry Estimation Yang-tian Sun Xin Yu Zehuan Huang Yi-Hua Huang Yuan-Chen Guo Ziyi Yang Yan-Pei Cao Xiaojuan Qi DiffM VGen MDE 46 1 0 30 May 2025
Maximum Likelihood Learning of Latent Dynamics Without Reconstruction Samo Hromadka Kai Biegun Lior Fox James Heald M. Sahani BDL AI4TS 28 0 0 29 May 2025
MMSI-Bench: A Benchmark for Multi-Image Spatial Intelligence Sihan Yang Runsen Xu Yiman Xie Sizhe Yang Mo Li ... Haodong Duan Xiangyu Yue Dahua Lin Tai Wang Jiangmiao Pang VLM LRM 53 1 0 29 May 2025
Sci-Fi: Symmetric Constraint for Frame Inbetweening Liuhan Chen Xiaodong Cun Xiaoyu Li Xianyi He Shenghai Yuan Jie Chen Ying Shan Li Yuan VGen 81 0 0 27 May 2025
TDVE-Assessor: Benchmarking and Evaluating the Quality of Text-Driven Video Editing with LMMs Juntong Wang Jiarui Wang Huiyu Duan Guangtao Zhai Xiongkuo Min 41 1 0 26 May 2025
A Unified Solution to Video Fusion: From Multi-Frame Learning to Benchmarking Zixiang Zhao Haowen Bai Bingxin Ke Yukun Cui Lilun Deng Yulun Zhang Kai Zhang Konrad Schindler VGen 48 0 0 26 May 2025
Reasoning Segmentation for Images and Videos: A Survey Yiqing Shen Chenjia Li Fei Xiong Jeong-O Jeong Tianpeng Wang Michael Latman Mathias Unberath VOS 244 0 0 24 May 2025
RoPECraft: Training-Free Motion Transfer with Trajectory-Guided RoPE Optimization on Diffusion Transformers Ahmet Berke Gokmen Yigit Ekin Bahri Batuhan Bilecen Aysegül Dündar 155 0 0 19 May 2025
Efficient Neural Video Representation with Temporally Coherent Modulation Seungjun Shin S. Kim Dokwan Oh 72 0 0 01 May 2025
DINOv2-powered Few-Shot Semantic Segmentation: A Unified Framework via Cross-Model Distillation and 4D Correlation Mining Wei Zhuo Zhiyue Tang Wufeng Xue Hao Ding Linlin Shen 111 0 0 22 Apr 2025
Plug-and-Play Versatile Compressed Video Enhancement Huimin Zeng Jiacheng Li Zhiwei Xiong 65 0 0 21 Apr 2025
MoBGS: Motion Deblurring Dynamic 3D Gaussian Splatting for Blurry Monocular Video Minh-Quan Viet Bui Jongmin Park J. P. Bello Jaeho Moon Jihyong Oh Munchurl Kim 440 0 0 21 Apr 2025
Seurat: From Moving Points to Depth Seokju Cho Jiahui Huang S. Kim Joon-Young Lee 3DPC MDE 77 1 0 20 Apr 2025
LoftUp: Learning a Coordinate-Based Feature Upsampler for Vision Foundation Models Haiwen Huang Anpei Chen Volodymyr Havrylov Andreas Geiger Dan Zhang 64 2 0 18 Apr 2025
UniEdit-Flow: Unleashing Inversion and Editing in the Era of Flow Models Guanlong Jiao Biqing Huang Kuan-Chieh Wang Renjie Liao DiffM 139 0 0 17 Apr 2025
Physical Reservoir Computing in Hook-Shaped Rover Wheel Spokes for Real-Time Terrain Identification Xiao Jin Zihan Wang Zhenhua Yu Changrak Choi Kalind Carpenter T. Nanayakkara 76 2 0 17 Apr 2025
Perception Encoder: The best visual embeddings are not at the output of the network Daniel Bolya Po-Yao (Bernie) Huang Peize Sun Jang Hyun Cho Andrea Madotto ... Shiyu Dong Nikhila Ravi Daniel Li Piotr Dollár Christoph Feichtenhofer ObjD VOS 329 9 0 17 Apr 2025
DC-SAM: In-Context Segment Anything in Images and Videos via Dual Consistency Mengshi Qi Pengfei Zhu Xianrui Li Xiaoyang Bi Lu Qi Huadong Ma Ming-Hsuan Yang VOS VLM 133 0 0 16 Apr 2025
Understanding Attention Mechanism in Video Diffusion Models Bingyan Liu Chengyu Wang Tongtong Su Huan Ten Jun Huang K. Guo Kui Jia VGen 101 1 0 16 Apr 2025
PVUW 2025 Challenge Report: Advances in Pixel-level Understanding of Complex Videos in the Wild Henghui Ding Chang Liu Nikhila Ravi Shuting He Y. Wei ... Haobo Yuan Xuelong Li Tao Zhang Lu Qi Ming-Hsuan Yang 92 1 0 15 Apr 2025
MASSeg : 2nd Technical Report for 4th PVUW MOSE Track Xuqiang Cao Linnan Zhao Jiaxuan Zhao Fang Liu Puhua Chen Wenping Ma 81 0 0 14 Apr 2025
FVOS for MOSE Track of 4th PVUW Challenge: 3rd Place Solution Mengjiao Wang Junpei Zhang Xu Liu Yuting Yang Mengru Ma VOS 77 0 0 13 Apr 2025
UniFlowRestore: A General Video Restoration Framework via Flow Matching and Prompt Guidance Siyang Song Yu Zhang Chen Wu Dianjie Lu Dianjie Lu Guijuan Zhan Yang Weng Zhuoran Zheng DiffM VGen 61 0 0 12 Apr 2025
STSeg-Complex Video Object Segmentation: The 1st Solution for 4th PVUW MOSE Challenge Kehuan Song Xinglin Xie Kexin Zhang Licheng Jiao Lingling Li Steve Yang VOS 87 0 0 11 Apr 2025
Robust SAM: On the Adversarial Robustness of Vision Foundation Models Jiahuan Long Zhengqin Xu Tingsong Jiang Wen Yao Shuai Jia Chao Ma Xiaoqian Chen AAML VLM 98 1 0 11 Apr 2025
ZS-VCOS: Zero-Shot Outperforms Supervised Video Camouflaged Object Segmentation Wenqi Guo Shan Du VLM 97 0 0 10 Apr 2025
D^2USt3R: Enhancing 3D Reconstruction with 4D Pointmaps for Dynamic Scenes Jisang Han Honggyu An Jaewoo Jung Takuya Narihira Junyoung Seo Kazumi Fukuda Chaehyun Kim Sunghwan Hong Yuki Mitsufuji Seungryong Kim 100 2 0 08 Apr 2025
Studying Image Diffusion Features for Zero-Shot Video Object Segmentation Thanos Delatolas Vicky S. Kalogeiton Dim P. Papadopoulos DiffM VOS 128 2 0 07 Apr 2025
Caption Anything in Video: Fine-grained Object-centric Captioning via Spatiotemporal Multimodal Prompting Yunlong Tang Jing Bi Chao Huang Susan Liang Daiki Shimada ... Jinxi He Liu He Zeliang Zhang Jiebo Luo Chenliang Xu 107 1 0 07 Apr 2025
ConMo: Controllable Motion Disentanglement and Recomposition for Zero-Shot Motion Transfer Jiayi Gao Zijin Yin Changcheng Hua Yuxin Peng Kongming Liang Zhanyu Ma Jiaxin Guo Yang Liu VGen DiffM 104 2 0 03 Apr 2025
Zero-Shot 4D Lidar Panoptic Segmentation Yushan Zhang Aljosa Osep Laura Leal-Taixé Tim Meinhardt 3DPC 98 1 0 01 Apr 2025
SMILE: Infusing Spatial and Motion Semantics in Masked Video Learning Fida Mohammad Thoker Letian Jiang Chen Zhao Bernard Ghanem 140 0 0 01 Apr 2025
FreeInv: Free Lunch for Improving DDIM Inversion Yuxiang Bao Huijie Liu Xun Gao Huan Fu Guoliang Kang 59 0 0 29 Mar 2025
Zero4D: Training-Free 4D Video Generation From Single Video Using Off-the-Shelf Video Diffusion Jangho Park Taesung Kwon Jong Chul Ye VGen 105 1 0 28 Mar 2025
Segment Any Motion in Videos Nan Huang Wenzhao Zheng Chenfeng Xu Kurt Keutzer Shanghang Zhang Angjoo Kanazawa Qianqian Wang VOS 100 1 0 28 Mar 2025
MVFNet: Multipurpose Video Forensics Network using Multiple Forms of Forensic Evidence Tai D. Nguyen Matthew C. Stamm 124 0 0 26 Mar 2025
EfficientMT: Efficient Temporal Adaptation for Motion Transfer in Text-to-Video Diffusion Models Yufei Cai Hu Han Yuxiang Wei Shiguang Shan Xilin Chen DiffM VGen 95 0 0 25 Mar 2025
TransAnimate: Taming Layer Diffusion to Generate RGBA Video Xuewei Chen Zhimin Chen Yiren Song VGen 123 2 0 23 Mar 2025