| DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation | Dec 17, 2024 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| ZoRI: Towards Discriminative Zero-Shot Remote Sensing Instance Segmentation | Dec 17, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Exploring Semantic Consistency and Style Diversity for Domain Generalized Semantic Segmentation | Dec 16, 2024 | DiversitySemantic Segmentation | CodeCode Available | 1 |
| MaskCLIP++: A Mask-Based CLIP Fine-tuning Framework for Open-Vocabulary Image Segmentation | Dec 16, 2024 | Image SegmentationOpen Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| MoRe: Class Patch Attention Needs Regularization for Weakly Supervised Semantic Segmentation | Dec 15, 2024 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 1 |
| DCSEG: Decoupled 3D Open-Set Segmentation using Gaussian Splatting | Dec 14, 2024 | 3D ReconstructionSegmentation | CodeCode Available | 1 |
| RapidNet: Multi-Level Dilated Convolution Based Mobile Backbone | Dec 14, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Towards Open-Vocabulary Video Semantic Segmentation | Dec 12, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Benchmarking Large Vision-Language Models via Directed Scene Graph for Comprehensive Image Captioning | Dec 11, 2024 | AttributeBenchmarking | CodeCode Available | 1 |
| EOV-Seg: Efficient Open-Vocabulary Panoptic Segmentation | Dec 11, 2024 | DecoderGPU | CodeCode Available | 1 |
| Knowledge Transfer and Domain Adaptation for Fine-Grained Remote Sensing Image Segmentation | Dec 9, 2024 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| MCP-MedSAM: A Powerful Lightweight Medical Segment Anything Model Trained with a Single GPU in Just One Day | Dec 8, 2024 | GPUImage Segmentation | CodeCode Available | 1 |
| RSUniVLM: A Unified Vision Language Model for Remote Sensing via Granularity-oriented Mixture of Experts | Dec 7, 2024 | Change DetectionImage Comprehension | CodeCode Available | 1 |
| MRGen: Diffusion-based Controllable Data Engine for MRI Segmentation towards Unannotated Modalities | Dec 4, 2024 | Image GenerationImage Segmentation | CodeCode Available | 1 |
| Active Negative Loss: A Robust Framework for Learning with Noisy Labels | Dec 3, 2024 | Image SegmentationLearning with noisy labels | CodeCode Available | 1 |
| COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training | Dec 2, 2024 | Self-Supervised LearningSemantic Segmentation | CodeCode Available | 1 |
| Multi-Granularity Video Object Segmentation | Dec 2, 2024 | ObjectSegmentation | CodeCode Available | 1 |
| Referring Video Object Segmentation via Language-aligned Track Selection | Dec 2, 2024 | ObjectObject Tracking | CodeCode Available | 1 |
| SyncVIS: Synchronized Video Instance Segmentation | Dec 1, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Token Cropr: Faster ViTs for Quite a Few Tasks | Dec 1, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| TAROT: Targeted Data Selection via Optimal Transport | Nov 30, 2024 | motion predictionSemantic Segmentation | CodeCode Available | 1 |
| Bootstraping Clustering of Gaussians for View-consistent 3D Scene Understanding | Nov 29, 2024 | 3D geometry3DGS | CodeCode Available | 1 |
| Deformable Mamba for Wide Field of View Segmentation | Nov 25, 2024 | DecoderMamba | CodeCode Available | 1 |
| Learn from Foundation Model: Fruit Detection Model without Manual Annotation | Nov 25, 2024 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 |
| A SAM-guided and Match-based Semi-Supervised Segmentation Framework for Medical Imaging | Nov 25, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| MulModSeg: Enhancing Unpaired Multi-Modal Medical Image Segmentation with Modality-Conditioned Text Embedding and Alternating Training | Nov 23, 2024 | Computed Tomography (CT)Image Segmentation | CodeCode Available | 1 |
| Revisiting the Integration of Convolution and Attention for Vision Backbone | Nov 21, 2024 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 1 |
| CLIPer: Hierarchically Improving Spatial Representation of CLIP for Open-Vocabulary Semantic Segmentation | Nov 21, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| XMask3D: Cross-modal Mask Reasoning for Open Vocabulary 3D Semantic Segmentation | Nov 20, 2024 | 3D geometry3D Semantic Segmentation | CodeCode Available | 1 |
| ITACLIP: Boosting Training-Free Semantic Segmentation with Image, Text, and Architectural Enhancements | Nov 18, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| RETR: Multi-View Radar Detection Transformer for Indoor Perception | Nov 15, 2024 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| OneNet: A Channel-Wise 1D Convolutional U-Net | Nov 14, 2024 | DecoderImage Segmentation | CodeCode Available | 1 |
| Fast and Efficient Transformer-based Method for Bird's Eye View Instance Prediction | Nov 11, 2024 | Autonomous VehiclesInstance Segmentation | CodeCode Available | 1 |
| Arctique: An artificial histopathological dataset unifying realism and controllability for uncertainty quantification | Nov 11, 2024 | BenchmarkingImage Segmentation | CodeCode Available | 1 |
| ZAHA: Introducing the Level of Facade Generalization and the Large-Scale Point Cloud Facade Semantic Segmentation Benchmark Dataset | Nov 7, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution Shifts | Nov 6, 2024 | Domain GeneralizationOut of Distribution (OOD) Detection | CodeCode Available | 1 |
| LiVOS: Light Video Object Segmentation with Gated Linear Matching | Nov 5, 2024 | GPUSemantic Segmentation | CodeCode Available | 1 |
| Rethinking Decoders for Transformer-based Semantic Segmentation: A Compression Perspective | Nov 5, 2024 | DecoderSegmentation | CodeCode Available | 1 |
| Automated Classification of Cell Shapes: A Comparative Evaluation of Shape Descriptors | Nov 1, 2024 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| MLLA-UNet: Mamba-like Linear Attention in an Efficient U-Shape Model for Medical Image Segmentation | Oct 31, 2024 | Image SegmentationMamba | CodeCode Available | 1 |
| Text-DiFuse: An Interactive Multi-Modal Image Fusion Framework based on Text-modulated Diffusion Model | Oct 31, 2024 | Semantic SegmentationSpecificity | CodeCode Available | 1 |
| COSNet: A Novel Semantic Segmentation Network using Enhanced Boundaries in Cluttered Scenes | Oct 31, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Unsupervised Modality Adaptation with Text-to-Image Diffusion Models for Semantic Segmentation | Oct 29, 2024 | Domain AdaptationPseudo Label | CodeCode Available | 1 |
| Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic Segmentation | Oct 29, 2024 | Cross-Domain Few-ShotFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| IndraEye: Infrared Electro-Optical UAV-based Perception Dataset for Robust Downstream Tasks | Oct 28, 2024 | Domain Adaptationobject-detection | CodeCode Available | 1 |
| Unlocking Comics: The AI4VA Dataset for Visual Understanding | Oct 27, 2024 | Depth EstimationSaliency Detection | CodeCode Available | 1 |
| Fusion-then-Distillation: Toward Cross-modal Positive Distillation for Domain Adaptive 3D Semantic Segmentation | Oct 25, 2024 | 3D Semantic SegmentationDomain Adaptation | CodeCode Available | 1 |
| Context-Based Visual-Language Place Recognition | Oct 25, 2024 | Semantic SegmentationVisual Place Recognition | CodeCode Available | 1 |
| Gaze-Assisted Medical Image Segmentation | Oct 23, 2024 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| ROCKET-1: Mastering Open-World Interaction with Visual-Temporal Context Prompting | Oct 23, 2024 | Decision MakingMinecraft | CodeCode Available | 1 |
