A list of video object segmentation (VOS) papers.
Any suggestions and requests are always welcomed :)
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[Point-VOS] Point-VOS: Pointing Up Video Object Segmentation, CVPR [arXiv] [Page]
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[Cutie] Putting the Object Back into Video Object Segmentation, CVPR [arXiv] [Code]
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[DeVOS] DeVOS: Flow-Guided Deformable Transformer for Video Object Segmentation, WACV [Paper]
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[TTT] Test-time Training for Matching-based Video Object Segmentation, NeurIPS [Paper] [Code]
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[READMem] READMem: Robust Embedding Association for a Diverse Memory in Unconstrained Video Object Segmentation, BMVC [Paper] [arXiv] [Code]
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[XMem++] XMem++: Production-level Video Segmentation From Few Annotated Frames, ICCV [Paper] [arXiv] [Code]
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[SimVOS] Scalable Video Object Segmentation with Simplified Framework, ICCV [Paper] [arXiv] [Code]
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[TMRN] Alignment Before Aggregation: Trajectory Memory Retrieval Network for Video Object Segmentation, ICCV [Paper]
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[ISVOS] Look Before You Match: Instance Understanding Matters in Video Object Segmentation, CVPR [Paper] [arXiv]
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[CorrLearn] Boosting Video Object Segmentation via Space-time Correspondence Learning, CVPR [Paper] [arXiv] [Code]
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[MobileVOS] MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation, CVPR [Paper] [arXiv]
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[TSVOS] Two-shot Video Object Segmentation, CVPR [Paper] [arXiv] [Code]
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[LLB] Learning to Learn Better for Video Object Segmentation, AAAI [Paper] [arXiv] [Code]
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[DeAOT] Decoupling Features in Hierarchical Propagation for Video Object Segmentation, NeurIPS [Paper] [arXiv] [Code]
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[AOC] Towards Robust Video Object Segmentation with Adaptive Object Calibration, ACMMM [Paper] [arXiv] [Code]
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[BATMAN] BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation, ECCV [Paper] [arXiv]
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[XMem] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model, ECCV [Paper] [arXiv] [Code]
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[QDMN] Learning Quality-aware Dynamic Memory for Video Object Segmentation, ECCV [Paper] [arXiv] [Code]
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[TBD] Tackling Background Distraction in Video Object Segmentation, ECCV [Paper] [arXiv] [Code]
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[GSFM] Global Spectral Filter Memory Network for Video Object Segmentation, ECCV [Paper] [arXiv] [Code]
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[RDE-VOS] Recurrent Dynamic Embedding for Video Object Segmentation, CVPR [Paper] [arXiv] [Code]
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[PCVOS] Per-Clip Video Object Segmentation, CVPR [Paper] [arXiv] [Code]
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[CoVOS] Accelerating Video Object Segmentation with Compressed Video, CVPR [Paper] [arXiv] [Code]
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[SWEM] SWEM: Towards Real-Time Video Object Segmentation with Sequential Weighted Expectation-Maximization, CVPR [Paper] [arXiv] [Code]
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[RPCMVOS] Reliable Propagation-Correction Modulation for Video Object Segmentation, AAAI [Paper] [arXiv] [Code]
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[SITVOS] Siamese Network with Interactive Transformer for Video Object Segmentation, AAAI [Paper] [arXiv]
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[BMVOS] Pixel-Level Bijective Matching for Video Object Segmentation, WACV [Paper] [arXiv] [Code]
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[AOT] Associating Objects with Transformers for Video Object Segmentation, NeurIPS [Paper] [arXiv] [Code]
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[STCN] Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation, NeurIPS [Paper] [arXiv] [Code]
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[JOINT] Joint Inductive and Transductive Learning for Video Object Segmentation, ICCV [Paper] [arXiv] [Code]
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[HMMN] Hierarchical Memory Matching Network for Video Object Segmentation, ICCV [Paper] [arXiv] [Code]
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[DMN-AOA] Video Object Segmentation with Dynamic Memory Networks and Adaptive Object Alignment, ICCV [Paper] [Code]
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[RMNet] Efficient Regional Memory Network for Video Object Segmentation, CVPR [Paper] [arXiv] [Code]
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[LCM] Learning Position and Target Consistency for Memory-Based Video Object Segmentation, CVPR [Paper] [arXiv]
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[GIEL] Video Object Segmentation Using Global and Instance Embedding Learning, CVPR [Paper]
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[SwiftNet] SwiftNet: Real-time Video Object Segmentation, CVPR [Paper] [arXiv] [Code]
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[SSTVOS] SSTVOS: Sparse Spatiotemporal Transformers for Video Object Segmentation, CVPR [Paper] [arXiv] [Code]
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[Reuse-VOS] Learning Dynamic Network Using a Reuse Gate Function in Semi-Supervised Video Object Segmentation, CVPR [Paper] [arXiv] [Code]
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[STG-Net] Spatiotemporal Graph Neural Network Based Mask Reconstruction for Video Object Segmentation, AAAI [Paper] [arXiv]
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[QMRA] Query-Memory Re-Aggregation for Weakly-Supervised Video Object Segmentation, AAAI [Paper]
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[STM-cycle] Delving into the Cyclic Mechanism in Semi-supervised Video Object Segmentation, NeurIPS [Paper] [arXiv] [Code]
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[AFB-URR] Video Object Segmentation with Adaptive Feature Bank and Uncertain-Region Refinement, NeurIPS [Paper] [arXiv] [Code]
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[e-OSVOS] Make One-Shot Video Object Segmentation Efficient Again, NeurIPS [Paper] [arXiv] [Code]
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[LWL] Learning What to Learn for Video Object Segmentation, ECCV [Paper] [arXiv] [Code]
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[EGMN] Video Object Segmentation with Episodic Graph Memory Networks, ECCV [Paper] [arXiv] [Code]
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[CFBI] Collaborative Video Object Segmentation by Foreground-Background Integration, ECCV [Paper] [arXiv] [Code]
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[GC] Fast Video Object Segmentation using the Global Context Module, ECCV [Paper] [arXiv]
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[KMN] Kernelized Memory Network for Video Object Segmentation, ECCV [Paper] [arXiv]
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[SAT] State-Aware Tracker for Real-Time Video Object Segmentation, CVPR [Paper] [arXiv] [Code]
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[FRTM] Learning Fast and Robust Target Models for Video Object Segmentation, CVPR [Paper] [arXiv] [Code]
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[TVOS] A Transductive Approach for Video Object Segmentation, CVPR [Paper] [arXiv] [Code]
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[TAN-DTTM] Fast Video Object Segmentation With Temporal Aggregation Network and Dynamic Template Matching, CVPR [Paper] [arXiv]
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[FTMU] Fast Template Matching and Update for Video Object Tracking and Segmentation, CVPR [Paper] [arXiv] [Code]
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[DIPNet] DIPNet: Dynamic Identity Propagation Network for Video Object Segmentation, WACV [Paper]
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[DMM-Net] DMM-Net: Differentiable Mask-Matching Network for Video Object Segmentation, ICCV [Paper] [arXiv] [Code]
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[AGSS-VOS] AGSS-VOS: Attention Guided Single-Shot Video Object Segmentation, ICCV [Paper] [Code]
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[RANet] RANet: Ranking Attention Network for Fast Video Object Segmentation, ICCV [Paper] [arXiv] [Code]
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[DTN] Fast Video Object Segmentation via Dynamic Targeting Network, ICCV [Paper]
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[CapsuleVOS] CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule Routing, ICCV [Paper] [arXiv] [Code]
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[STM] Video Object Segmentation Using Space-Time Memory Networks, ICCV [Paper] [arXiv] [Code]
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[MHP-VOS] MHP-VOS: Multiple Hypotheses Propagation for Video Object Segmentation, CVPR [Paper] [arXiv] [Code]
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[STCNN] Spatiotemporal CNN for Video Object Segmentation, CVPR [Paper] [arXiv] [Code]
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[RVOS] RVOS: End-To-End Recurrent Network for Video Object Segmentation, CVPR [Paper] [arXiv] [Code]
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[A-GAME] A Generative Appearance Model for End-To-End Video Object Segmentation, CVPR [Paper] [arXiv] [Code]
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[FEELVOS] FEELVOS: Fast End-To-End Embedding Learning for Video Object Segmentation, CVPR [Paper] [arXiv] [Code]
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[SiamMask] Fast Online Object Tracking and Segmentation: A Unifying Approach, CVPR [Paper] [arXiv] [Code]
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[TIS] Tukey-Inspired Video Object Segmentation, WACV [Paper] [arXiv] [Code]
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[S2S] YouTube-VOS: Sequence-to-Sequence Video Object Segmentation, ECCV [Paper] [arXiv] [Code]
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[PReMVOS] PReMVOS: Proposal-generation, Refinement and Merging for Video Object Segmentation, ACCV [arXiv] [Code]
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[OSMN] Efficient Video Object Segmentation via Network Modulation, CVPR [Paper] [arXiv] [Code]
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[RGMP] Fast Video Object Segmentation by Reference-Guided Mask Propagation, CVPR [Paper] [Code]
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[FAVOS] Fast and Accurate Online Video Object Segmentation via Tracking Parts, CVPR [Paper] [arXiv] [Code]
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[SegFlow] SegFlow: Joint Learning for Video Object Segmentation and Optical Flow, ICCV [Paper] [arXiv] [Code]
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[OSVOS] One-Shot Video Object Segmentation, CVPR [Paper] [arXiv] [Code]
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[MaskTrack] Learning Video Object Segmentation from Static Images, CVPR [Paper] [arXiv] [Code]
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[DPA] Dual Prototype Attention for Unsupervised Video Object Segmentation, CVPR [arXiv] [Code]
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[GSA-Net] Guided Slot Attention for Unsupervised Video Object Segmentation, CVPR [arXiv] [Code]
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[DATTT] Depth-aware Test-Time Training for Zero-shot Video Object Segmentation, CVPR [arXiv] [Code]
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[GFA] Generalizable Fourier Augmentation for Unsupervised Video Object Segmentation, AAAI [Paper]
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[SimulFlow] SimulFlow: Simultaneously Extracting Feature and Identifying Target for Unsupervised Video Object Segmentation, ACMMM [Paper] [arXiv]
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[TGFormer] Temporally Efficient Gabor Transformer for Unsupervised Video Object Segmentation, ACMMM [Paper]
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[Isomer] Isomer: Isomerous Transformer for Zero-Shot Video Object Segmentation, ICCV [Paper] [arXiv] [Code]
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[OAST] Unsupervised Video Object Segmentation with Online Adversarial Self-Tuning, ICCV [Paper]
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[PMN] Unsupervised Video Object Segmentation via Prototype Memory Network, WACV [Paper] [arXiv] [Code]
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[TMO] Treating Motion as Option to Reduce Motion Dependency in Unsupervised Video Object Segmentation, WACV [Paper] [arXiv] [Code]
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[HFAN] Hierarchical Feature Alignment Network for Unsupervised Video Object Segmentation, ECCV [Paper] [arXiv] [Code]
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[IMP] Iteratively Selecting an Easy Reference Frame Makes Unsupervised Video Object Segmentation Easier, AAAI [Paper] [arXiv]
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[D2Conv3D] D2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos, WACV [Paper] [arXiv] [Code]
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[CFAM] Video Salient Object Detection via Contrastive Features and Attention Modules, WACV [Paper] [arXiv]
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[FSNet] Full-Duplex Strategy for Video Object Segmentation, ICCV [Paper] [arXiv] [Code]
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[TransportNet] Deep Transport Network for Unsupervised Video Object Segmentation, ICCV [Paper]
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[AMC-Net] Learning Motion-Appearance Co-Attention for Zero-Shot Video Object Segmentation, ICCV [Paper] [Code]
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[RTNet] Reciprocal Transformations for Unsupervised Video Object Segmentation, CVPR [Paper] [Code]
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[F2Net] F2Net: Learning to Focus on the Foreground for Unsupervised Video Object Segmentation, AAAI [Paper] [arXiv] [Code]
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[FrameSelect] Mask Selection and Propagation for Unsupervised Video Object Segmentation, WACV [Paper] [Code]
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[3DC-Seg] Making a Case for 3D Convolutions for Object Segmentation in Videos, BMVC [Paper] [arXiv] [Code]
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[WCS-Net] Unsupervised Video Object Segmentation with Joint Hotspot Tracking, ECCV [Paper] [Code]
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[DFNet] Learning Discriminative Feature with CRF for Unsupervised Video Object Segmentation, ECCV [Paper] [arXiv]
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[MATNet] Motion-Attentive Transition for Zero-Shot Video Object Segmentation, AAAI [Paper] [arXiv] [Code]
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[UnOVOST] UnOVOST: Unsupervised Offline Video Object Segmentation and Tracking, WACV [Paper] [arXiv] [Code]
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[EpO-Net] EpO-Net: Exploiting Geometric Constraints on Dense Trajectories for Motion Saliency, WACV [Paper] [arXiv] [Code]
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[AD-Net] Anchor Diffusion for Unsupervised Video Object Segmentation, ICCV [Paper] [arXiv] [Code]
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[AGNN] Zero-Shot Video Object Segmentation via Attentive Graph Neural Networks, ICCV [Paper] [arXiv] [Code]
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[AGS] Learning Unsupervised Video Object Segmentation Through Visual Attention, CVPR [Paper] [Code]
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[COSNet] See More, Know More: Unsupervised Video Object Segmentation With Co-Attention Siamese Networks, CVPR [Paper] [arXiv] [Code]
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[SSAV] Shifting More Attention to Video Salient Object Detection, CVPR [Paper] [Code]
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[MOTAdapt] Video Object Segmentation using Teacher-Student Adaptation in a Human Robot Interaction (HRI) Setting, ICRA [Paper] [arXiv] [Code]
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[LoSh] LoSh: Long-Short Text Joint Prediction Network for Referring Video Object Segmentation, CVPR [arXiv] [Code]
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[MUTR] Referred by Multi-Modality: A Unified Temporal Transformer for Video Object Segmentation, AAAI [Paper] [arXiv] [Code]
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[TCE-RVOS] Temporal Context Enhanced Referring Video Object Segmentation, WACV [Paper] [Code]
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[SOC] SOC: Semantic-Assisted Object Cluster for Referring Video Object Segmentation, NeurIPS [Paper] [arXiv] [Page]
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[HTML] HTML: Hybrid Temporal-scale Multimodal Learning Framework for Referring Video Object Segmentation, ICCV [Paper] [Page]
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[OnlineRefer] OnlineRefer: A Simple Online Baseline for Referring Video Object Segmentation, ICCV [Paper] [arXiv] [Code]
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[CMA] Learning Cross-Modal Affinity for Referring Video Object Segmentation Targeting Limited Samples, ICCV [Paper] [arXiv] [Code]
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[R2VOS] Robust Referring Video Object Segmentation with Cyclic Structural Consensus, ICCV [Paper] [arXiv] [Code]
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[SgMg] Spectrum-guided Multi-granularity Referring Video Object Segmentation, ICCV [Paper] [arXiv] [Code]
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[TempCD] Temporal Collection and Distribution for Referring Video Object Segmentation, ICCV [Paper] [arXiv] [Code]
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[MANet] Multi-Attention Network for Compressed Video Referring Object Segmentation, ACMMM [Paper] [arXiv] [Code]
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[MTTR] End-to-End Referring Video Object Segmentation with Multimodal Transformers, CVPR [Paper] [arXiv] [Code]
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[ReferFormer] Language as Queries for Referring Video Object Segmentation, CVPR [Paper] [arXiv] [Code]
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[LBDT] Language-Bridged Spatial-Temporal Interaction for Referring Video Object Segmentation, CVPR [Paper] [arXiv] [Code]
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[MLRL] Multi-Level Representation Learning with Semantic Alignment for Referring Video Object Segmentation, CVPR [Paper]
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[YOFO] You Only Infer Once: Cross-Modal Meta-Transfer for Referring Video Object Segmentation, AAAI [Paper]
- [URVOS] URVOS: Unified Referring Video Object Segmentation Network with a Large-Scale Benchmark, ECCV [Paper] [Code]
- [EVA-VOS] Learning the What and How of Annotation in Video Object Segmentation, WACV [Paper] [arXiv] [Code]
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[Training-Free-VOS] From ViT Features to Training-free Video Object Segmentation via Streaming-data Mixture Models, NeurIPS [Paper] [Code]
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[DVSOD] DVSOD: RGB-D Video Salient Object Detection, NeurIPS [Paper] [arXiv] [Page]
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[VOSPGD] Exploring the Adversarial Robustness of Video Object Segmentation via One-shot Adversarial Attacks, ACMMM [Paper]
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[DEVA] Tracking Anything with Decoupled Video Segmentation, ICCV [Paper] [arXiv] [Code]
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[Timetuning] Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations, ICCV [Paper] [arXiv] [Code]
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[VOS-VFI] Video Object Segmentation-aware Video Frame Interpolation, ICCV [Paper] [Code]
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[LVOS] LVOS: A Benchmark for Long-term Video Object Segmentation, ICCV [Paper] [arXiv] [Page]
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[MOSE] MOSE: A New Dataset for Video Object Segmentation in Complex Scenes, ICCV [Paper] [arXiv] [Page]
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[RCF] Bootstrapping Objectness from Videos by Relaxed Common Fate and Visual Grouping, CVPR [Paper] [arXiv] [Code]
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[VOST] Breaking the “Object” in Video Object Segmentation, CVPR [Paper] [arXiv] [Page]
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[InstMove] InstMove: Instance Motion for Object-centric Video Segmentation, CVPR [Paper] [arXiv] [Code]
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[SSL-VOS] A Simple and Powerful Global Optimization for Unsupervised Video Object Segmentation, WACV [Paper] [arXiv] [Code]
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[BURST] BURST: A Benchmark for Unifying Object Recognition, Segmentation and Tracking in Video, WACV [Paper] [arXiv] [Code]
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[EPIC-KITCHENS] EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations, NeurIPS [Paper] [arXiv] [Page]
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[SaVos] Self-supervised Amodal Video Object Segmentation, NeurIPS [Paper] [arXiv]
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[YouMVOS] YouMVOS: An Actor-centric Multi-shot Video Object Segmentation Dataset, CVPR [Paper] [Page]
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[Wnet] Wnet: Audio-Guided Video Object Segmentation via Wavelet-Based Cross-Modal Denoising Networks, CVPR [Paper] [Code]
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[DUL] Dense Unsupervised Learning for Video Segmentation, NeurIPS [Paper] [arXiv] [Code]
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[AMD] The Emergence of Objectness: Learning Zero-Shot Segmentation from Videos, NeurIPS [Paper] [arXiv] [Code]
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[MotionGroup] Self-supervised Video Object Segmentation by Motion Grouping, ICCV [Paper] [arXiv] [Code]
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[GMB] Generating Masks from Boxes by Mining Spatio-Temporal Consistencies in Videos, ICCV [Paper] [arXiv] [Code]
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[DANet] Delving Deep Into Many-to-Many Attention for Few-Shot Video Object Segmentation, CVPR [Paper] [Code]
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[IVOS-W] Learning to Recommend Frame for Interactive Video Object Segmentation in the Wild, CVPR [Paper] [arXiv] [Code]
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[GIS] Guided Interactive Video Object Segmentation Using Reliability-Based Attention Maps, CVPR [Paper] [arXiv] [Code]
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[MiVOS] Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion, CVPR [Paper] [arXiv] [Code]
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[ContrastCorr] Contrastive Transformation for Self-supervised Correspondence Learning, AAAI [Paper] [arXiv] [Code]
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[TAO-VOS] Reducing the Annotation Effort for Video Object Segmentation Datasets, WACV [Paper] [arXiv] [Page]
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[CRW] Space-Time Correspondence as a Contrastive Random Walk, NeurIPS [Paper] [arXiv] [Code]
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[ODMS] Learning Object Depth from Camera Motion and Video Object Segmentation, ECCV [Paper] [arXiv] [Code]
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[ScribbleBox] ScribbleBox: Interactive Annotation Framework for Video Object Segmentation, ECCV [Paper] [arXiv] [Page]
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[ATNet] Interactive Video Object Segmentation Using Global and Local Transfer Modules, ECCV [Paper] [arXiv] [Code]
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[MAST] MAST: A Memory-Augmented Self-Supervised Tracker, CVPR [Paper] [arXiv] [Code]
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[MuG] Learning Video Object Segmentation From Unlabeled Videos, CVPR [Paper] [arXiv] [Code]
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[MA-Net] Memory Aggregation Networks for Efficient Interactive Video Object Segmentation, CVPR [Paper] [arXiv] [Code]
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[TimeCycle] Learning Correspondence from the Cycle-Consistency of Time, CVPR [Paper] [arXiv] [Code]
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[BubbleNets] BubbleNets: Learning to Select the Guidance Frame in Video Object Segmentation by Deep Sorting Frames, CVPR [Paper] [arXiv] [Code]
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[IPNet] Fast User-Guided Video Object Segmentation by Interaction-And-Propagation Networks, CVPR [Paper] [arXiv] [Code]
- [YouTube-VOS] A Large-Scale Benchmark for Video Object Segmentation Dataset, preprint [arXiv] [Page]
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