| Multimodal Segmentation for Vocal Tract Modeling | Jun 22, 2024 | SegmentationVideo Segmentation | —Unverified | 0 |
| 2nd Place Solution for MeViS Track in CVPR 2024 PVUW Workshop: Motion Expression guided Video Segmentation | Jun 20, 2024 | Instance SegmentationReferring Video Object Segmentation | —Unverified | 0 |
| SALI: Short-term Alignment and Long-term Interaction Network for Colonoscopy Video Polyp Segmentation | Jun 19, 2024 | SegmentationVideo Polyp Segmentation | CodeCode Available | 1 |
| 1st Place Solution for MeViS Track in CVPR 2024 PVUW Workshop: Motion Expression guided Video Segmentation | Jun 11, 2024 | Referring Video Object SegmentationSegmentation | CodeCode Available | 1 |
| Visual Representation Learning with Stochastic Frame Prediction | Jun 11, 2024 | DecoderPose Tracking | —Unverified | 0 |
| I-MPN: Inductive Message Passing Network for Efficient Human-in-the-Loop Annotation of Mobile Eye Tracking Data | Jun 10, 2024 | NavigateObject | —Unverified | 0 |
| Training-Free Robust Interactive Video Object Segmentation | Jun 8, 2024 | Interactive Video Object SegmentationObject | —Unverified | 0 |
| 3rd Place Solution for MeViS Track in CVPR 2024 PVUW workshop: Motion Expression guided Video Segmentation | Jun 7, 2024 | Referring Video Object SegmentationSemantic Segmentation | —Unverified | 0 |
| Automatic Dance Video Segmentation for Understanding Choreography | May 30, 2024 | SegmentationVideo Segmentation | —Unverified | 0 |
| arcjetCV: an open-source software to analyze material ablation | Apr 17, 2024 | Video SegmentationVideo Semantic Segmentation | CodeCode Available | 0 |
| Decoupling Static and Hierarchical Motion Perception for Referring Video Segmentation | Apr 4, 2024 | Contrastive LearningReferring Expression | CodeCode Available | 2 |
| DVIS-DAQ: Improving Video Segmentation via Dynamic Anchor Queries | Mar 29, 2024 | ObjectVideo Instance Segmentation | CodeCode Available | 2 |
| Temporally Consistent Referring Video Object Segmentation with Hybrid Memory | Mar 28, 2024 | HTRObject | CodeCode Available | 1 |
| Triple Component Matrix Factorization: Untangling Global, Local, and Noisy Components | Mar 21, 2024 | Anomaly DetectionVideo Segmentation | —Unverified | 0 |
| Motion-Corrected Moving Average: Including Post-Hoc Temporal Information for Improved Video Segmentation | Mar 5, 2024 | Optical Flow EstimationSegmentation | —Unverified | 0 |
| UniVS: Unified and Universal Video Segmentation with Prompts as Queries | Feb 28, 2024 | DecoderReferring Expression Segmentation | CodeCode Available | 3 |
| PolypNextLSTM: A lightweight and fast polyp video segmentation network using ConvNext and ConvLSTM | Feb 18, 2024 | SegmentationVideo Segmentation | CodeCode Available | 0 |
| Is Two-shot All You Need? A Label-efficient Approach for Video Segmentation in Breast Ultrasound | Feb 7, 2024 | AllLesion Segmentation | —Unverified | 0 |
| We're Not Using Videos Effectively: An Updated Domain Adaptive Video Segmentation Baseline | Feb 1, 2024 | BenchmarkingDomain Adaptation | CodeCode Available | 1 |
| RAP-SAM: Towards Real-Time All-Purpose Segment Anything | Jan 18, 2024 | AllDecoder | CodeCode Available | 3 |
| MemSAM: Taming Segment Anything Model for Echocardiography Video Segmentation | Jan 1, 2024 | SegmentationVideo Segmentation | CodeCode Available | 2 |
| Infer from What You Have Seen Before: Temporally-dependent Classifier for Semi-supervised Video Segmentation | Jan 1, 2024 | Representation LearningSemantic Segmentation | CodeCode Available | 0 |
| DVIS++: Improved Decoupled Framework for Universal Video Segmentation | Dec 20, 2023 | Contrastive LearningDenoising | CodeCode Available | 1 |
| Appearance-Based Refinement for Object-Centric Motion Segmentation | Dec 18, 2023 | Motion SegmentationObject | —Unverified | 0 |
| AutoVisual Fusion Suite: A Comprehensive Evaluation of Image Segmentation and Voice Conversion Tools on HuggingFace Platform | Dec 17, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Hierarchical Graph Pattern Understanding for Zero-Shot VOS | Dec 15, 2023 | DecoderGraph Neural Network | CodeCode Available | 0 |
| GenDeF: Learning Generative Deformation Field for Video Generation | Dec 7, 2023 | DisentanglementVideo Editing | —Unverified | 0 |
| DeepPyramid+: Medical Image Segmentation using Pyramid View Fusion and Deformable Pyramid Reception | Dec 6, 2023 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| A Simple Video Segmenter by Tracking Objects Along Axial Trajectories | Nov 30, 2023 | GPUObject | CodeCode Available | 1 |
| Betrayed by Attention: A Simple yet Effective Approach for Self-supervised Video Object Segmentation | Nov 29, 2023 | ClusteringObject | CodeCode Available | 1 |
| DatasetNeRF: Efficient 3D-aware Data Factory with Generative Radiance Fields | Nov 18, 2023 | DecoderPoint Cloud Segmentation | CodeCode Available | 0 |
| Correlation-aware active learning for surgery video segmentation | Nov 15, 2023 | Active LearningContrastive Learning | —Unverified | 0 |
| Concatenated Masked Autoencoders as Spatial-Temporal Learner | Nov 2, 2023 | Action RecognitionData Augmentation | CodeCode Available | 1 |
| Understanding Video Transformers for Segmentation: A Survey of Application and Interpretability | Oct 18, 2023 | SegmentationVideo Segmentation | —Unverified | 0 |
| CoralVOS: Dataset and Benchmark for Coral Video Segmentation | Oct 3, 2023 | SegmentationSemantic Segmentation | —Unverified | 0 |
| SimLVSeg: Simplifying Left Ventricular Segmentation in 2D+Time Echocardiograms with Self- and Weakly-Supervised Learning | Sep 30, 2023 | Left Ventricle SegmentationLV Segmentation | CodeCode Available | 0 |
| MediViSTA: Medical Video Segmentation via Temporal Fusion SAM Adaptation for Echocardiography | Sep 24, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Rethinking Amodal Video Segmentation from Learning Supervised Signals with Object-centric Representation | Sep 23, 2023 | ObjectVideo Segmentation | CodeCode Available | 0 |
| PanoVOS: Bridging Non-panoramic and Panoramic Views with Transformer for Video Segmentation | Sep 21, 2023 | Autonomous DrivingSegmentation | CodeCode Available | 1 |
| SANPO: A Scene Understanding, Accessibility and Human Navigation Dataset | Sep 21, 2023 | Autonomous VehiclesDepth Estimation | —Unverified | 0 |
| MoDA: Leveraging Motion Priors from Videos for Advancing Unsupervised Domain Adaptation in Semantic Segmentation | Sep 21, 2023 | Domain AdaptationImage Segmentation | CodeCode Available | 0 |
| GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation | Sep 20, 2023 | Domain AdaptationGraph Matching | CodeCode Available | 1 |
| GL-Fusion: Global-Local Fusion Network for Multi-view Echocardiogram Video Segmentation | Sep 20, 2023 | Video SegmentationVideo Semantic Segmentation | CodeCode Available | 0 |
| CATR: Combinatorial-Dependence Audio-Queried Transformer for Audio-Visual Video Segmentation | Sep 18, 2023 | Video SegmentationVideo Semantic Segmentation | CodeCode Available | 1 |
| Tracking Anything with Decoupled Video Segmentation | Sep 7, 2023 | Open-Vocabulary Video SegmentationOpen-World Video Segmentation | CodeCode Available | 3 |
| VideoCutLER: Surprisingly Simple Unsupervised Video Instance Segmentation | Aug 28, 2023 | Instance SegmentationOptical Flow Estimation | CodeCode Available | 3 |
| Robotic Scene Segmentation with Memory Network for Runtime Surgical Context Inference | Aug 24, 2023 | Scene SegmentationSegmentation | CodeCode Available | 0 |
| MEGA: Multimodal Alignment Aggregation and Distillation For Cinematic Video Segmentation | Aug 22, 2023 | Scene SegmentationSegmentation | —Unverified | 0 |
| MeViS: A Large-scale Benchmark for Video Segmentation with Motion Expressions | Aug 16, 2023 | Motion Expressions Guided Video SegmentationObject | CodeCode Available | 2 |
| Immersive Human-Machine Teleoperation Framework for Precision Agriculture: Integrating UAV-based Digital Mapping and Virtual Reality Control | Aug 14, 2023 | Video SegmentationVideo Semantic Segmentation | —Unverified | 0 |
