Breaking Shortcut: Exploring Fully Convolutional Cycle-Consistency for Video Correspondence Learning May 12, 2021 Landmark Tracking Pose Tracking
Code Code Available 5 EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations Sep 26, 2022 Object Segmentation
Code Code Available 5 Exploiting Temporal State Space Sharing for Video Semantic Segmentation Mar 26, 2025 Mamba Semantic Segmentation
Code Code Available 5 Exploring Pre-trained Text-to-Video Diffusion Models for Referring Video Object Segmentation Mar 18, 2024 Referring Video Object Segmentation Semantic Segmentation
Code Code Available 5 BST: Badminton Stroke-type Transformer for Skeleton-based Action Recognition in Racket Sports Feb 28, 2025 Action Recognition Line Detection
Code Code Available 5 Learning Object Depth from Camera Motion and Video Object Segmentation Jul 11, 2020 Object Segmentation
Code Code Available 5 Exploring the Semi-supervised Video Object Segmentation Problem from a Cyclic Perspective Nov 2, 2021 Segmentation Semantic Segmentation
Code Code Available 5 BURST: A Benchmark for Unifying Object Recognition, Segmentation and Tracking in Video Sep 25, 2022 Long-tail Video Object Segmentation Multi-Object Tracking
Code Code Available 5 Learning Video Object Segmentation from Unlabeled Videos Mar 10, 2020 Object Representation Learning
Code Code Available 5 CamSAM2: Segment Anything Accurately in Camouflaged Videos Mar 25, 2025 Camouflaged Object Segmentation Object
Code Code Available 5 Betrayed by Attention: A Simple yet Effective Approach for Self-supervised Video Object Segmentation Nov 29, 2023 Clustering Object
Code Code Available 5 Efficient Semantic Video Segmentation with Per-frame Inference Feb 26, 2020 Knowledge Distillation Optical Flow Estimation
Code Code Available 5 CATR: Combinatorial-Dependence Audio-Queried Transformer for Audio-Visual Video Segmentation Sep 18, 2023 Video Segmentation Video Semantic Segmentation
Code Code Available 5 General and Task-Oriented Video Segmentation Jul 9, 2024 Disentanglement Diversity
Code Code Available 5 LVOS: A Benchmark for Long-term Video Object Segmentation Nov 18, 2022 Object Semantic Segmentation
Code Code Available 5 M^3-VOS: Multi-Phase, Multi-Transition, and Multi-Scenery Video Object Segmentation Dec 18, 2024 Object Semantic Segmentation
Code Code Available 5 Interactive Video Object Segmentation Using Global and Local Transfer Modules Jul 16, 2020 Decoder Interactive Video Object Segmentation
Code Code Available 5 Making a Case for 3D Convolutions for Object Segmentation in Videos Aug 26, 2020 Decoder Segmentation
Code Code Available 5 A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information Jun 6, 2022 Action Recognition Semantic Segmentation
Code Code Available 5 AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation Oct 24, 2021 Optical Flow Estimation Segmentation
Code Code Available 5 Clockwork Convnets for Video Semantic Segmentation Aug 11, 2016 Image Segmentation Scheduling
Code Code Available 5 MATNet: Motion-Attentive Transition Network for Zero-Shot Video Object Segmentation Aug 20, 2020 Object Semantic Segmentation
Code Code Available 5 Efficient Regional Memory Network for Video Object Segmentation Mar 24, 2021 Object One-shot visual object segmentation
Code Code Available 5 Learning Local and Global Temporal Contexts for Video Semantic Segmentation Apr 7, 2022 Segmentation Semantic Segmentation
Code Code Available 5 AutoVisual Fusion Suite: A Comprehensive Evaluation of Image Segmentation and Voice Conversion Tools on HuggingFace Platform Dec 17, 2023 Image Segmentation Segmentation
Code Code Available 5 MediViSTA: Medical Video Segmentation via Temporal Fusion SAM Adaptation for Echocardiography Sep 24, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Efficient Multimodal Semantic Segmentation via Dual-Prompt Learning Dec 1, 2023 Decoder object-detection
Code Code Available 5 Efficient Semantic Segmentation by Altering Resolutions for Compressed Videos Mar 13, 2023 Segmentation Semantic Segmentation
Code Code Available 5 Isomer: Isomerous Transformer for Zero-shot Video Object Segmentation Aug 13, 2023 Semantic Segmentation Video Object Segmentation
Code Code Available 5 DVIS++: Improved Decoupled Framework for Universal Video Segmentation Dec 20, 2023 Contrastive Learning Denoising
Code Code Available 5 DropMAE: Masked Autoencoders with Spatial-Attention Dropout for Tracking Tasks Apr 2, 2023 Diversity Object Tracking
Code Code Available 5 Adaptive Multi-source Predictor for Zero-shot Video Object Segmentation Mar 18, 2023 Object Optical Flow Estimation
Code Code Available 5 Event-Free Moving Object Segmentation from Moving Ego Vehicle Apr 28, 2023 Autonomous Driving Benchmarking
Code Code Available 5 1st Place Solution for MeViS Track in CVPR 2024 PVUW Workshop: Motion Expression guided Video Segmentation Jun 11, 2024 Referring Video Object Segmentation Segmentation
Code Code Available 5 End-to-End Referring Video Object Segmentation with Multimodal Transformers Nov 29, 2021 Inductive Bias Instance Segmentation
Code Code Available 5 In-N-Out Generative Learning for Dense Unsupervised Video Segmentation Mar 29, 2022 Contrastive Learning Semantic Segmentation
Code Code Available 5 Integrating Boxes and Masks: A Multi-Object Framework for Unified Visual Tracking and Segmentation Aug 25, 2023 Object Object Tracking
Code Code Available 5 Joint Inductive and Transductive Learning for Video Object Segmentation Aug 8, 2021 Inductive Learning Object
Code Code Available 5 Attention-guided Temporally Coherent Video Object Matting May 24, 2021 Image Matting Object
Code Code Available 5 A Transductive Approach for Video Object Segmentation Apr 15, 2020 Instance Segmentation Object
Code Code Available 5 Domain Adaptive Video Segmentation via Temporal Consistency Regularization Jul 23, 2021 Segmentation Unsupervised Domain Adaptation
Code Code Available 5 Actor and Action Video Segmentation from a Sentence Mar 20, 2018 Action Segmentation Decoder
Code Code Available 5 Domain Adaptive Video Segmentation via Temporal Pseudo Supervision Jul 6, 2022 Segmentation Semantic Segmentation
Code Code Available 5 Cross-Modal Progressive Comprehension for Referring Segmentation May 15, 2021 Attribute Image Segmentation
Code Code Available 5 Learning Dynamic Network Using a Reuse Gate Function in Semi-supervised Video Object Segmentation Dec 21, 2020 One-shot visual object segmentation Segmentation
Code Code Available 5 CrOC: Cross-View Online Clustering for Dense Visual Representation Learning Mar 23, 2023 Clustering Online Clustering
Code Code Available 5 A Survey on Deep Learning Technique for Video Segmentation Jul 2, 2021 Autonomous Driving Deep Learning
Code Code Available 5 Domain Adaptive Video Semantic Segmentation via Cross-Domain Moving Object Mixing Nov 4, 2022 Domain Adaptation Semantic Segmentation
Code Code Available 5 High Temporal Consistency through Semantic Similarity Propagation in Semi-Supervised Video Semantic Segmentation for Autonomous Flight Mar 19, 2025 Image Segmentation Knowledge Distillation
Code Code Available 5 Differentiable Soft-Masked Attention Jun 1, 2022 Object Segmentation
Code Code Available 5 