| AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation | Sep 30, 2024 | Long-tail LearningSemantic Segmentation | CodeCode Available | 1 |
| Automating MedSAM by Learning Prompts with Weak Few-Shot Supervision | Sep 30, 2024 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation | Sep 29, 2024 | AllData Compression | CodeCode Available | 1 |
| X-Prompt: Multi-modal Visual Prompt for Video Object Segmentation | Sep 28, 2024 | Semantic SegmentationVideo Object Segmentation | CodeCode Available | 1 |
| SDCL: Students Discrepancy-Informed Correction Learning for Semi-supervised Medical Image Segmentation | Sep 25, 2024 | Image SegmentationLeft Atrium Segmentation | CodeCode Available | 1 |
| First Place Solution to the ECCV 2024 BRAVO Challenge: Evaluating Robustness of Vision Foundation Models for Semantic Segmentation | Sep 25, 2024 | DecoderSemantic Segmentation | CodeCode Available | 1 |
| CAD: Memory Efficient Convolutional Adapter for Segment Anything | Sep 24, 2024 | DecoderGPU | CodeCode Available | 1 |
| DecoupleNet: A Lightweight Backbone Network With Efficient Feature Decoupling for Remote Sensing Visual Tasks | Sep 23, 2024 | ARCComputational Efficiency | CodeCode Available | 1 |
| The BRAVO Semantic Segmentation Challenge Results in UNCV2024 | Sep 23, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Lidar Panoptic Segmentation in an Open World | Sep 22, 2024 | Autonomous VehiclesInstance Segmentation | CodeCode Available | 1 |
| GAInS: Gradient Anomaly-aware Biomedical Instance Segmentation | Sep 21, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Exploring Fine-Grained Image-Text Alignment for Referring Remote Sensing Image Segmentation | Sep 20, 2024 | Image SegmentationReferring Expression | CodeCode Available | 1 |
| Prompting Segment Anything Model with Domain-Adaptive Prototype for Generalizable Medical Image Segmentation | Sep 19, 2024 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 |
| MambaClinix: Hierarchical Gated Convolution and Mamba-Based U-Net for Enhanced 3D Medical Image Segmentation | Sep 19, 2024 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 |
| MSDNet: Multi-Scale Decoder for Few-Shot Semantic Segmentation via Transformer-Guided Prototyping | Sep 17, 2024 | DecoderFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| HS3-Bench: A Benchmark and Strong Baseline for Hyperspectral Semantic Segmentation in Driving Scenarios | Sep 17, 2024 | Autonomous DrivingHyperspectral Image Segmentation | CodeCode Available | 1 |
| TTT-Unet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image Segmentation | Sep 17, 2024 | Cell SegmentationImage Segmentation | CodeCode Available | 1 |
| Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark | Sep 17, 2024 | Few-Shot Semantic SegmentationGeneralized Few-Shot Semantic Segmentation | CodeCode Available | 1 |
| MetaFormer and CNN Hybrid Model for Polyp Image Segmentation | Sep 16, 2024 | BenchmarkingImage Segmentation | CodeCode Available | 1 |
| SparX: A Sparse Cross-Layer Connection Mechanism for Hierarchical Vision Mamba and Transformer Networks | Sep 15, 2024 | Image ClassificationObject Detection | CodeCode Available | 1 |
| Open-Vocabulary Remote Sensing Image Semantic Segmentation | Sep 12, 2024 | Semantic Segmentation | CodeCode Available | 1 |
| Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation? | Sep 12, 2024 | DecoderDomain Generalization | CodeCode Available | 1 |
| 2D Semantic-Guided Semantic Scene Completion | Sep 12, 2024 | 2D Semantic Segmentation3D Semantic Scene Completion | CodeCode Available | 1 |
| Swin-LiteMedSAM: A Lightweight Box-Based Segment Anything Model for Large-Scale Medical Image Datasets | Sep 11, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Sam2Rad: A Segmentation Model for Medical Images with Learnable Prompts | Sep 10, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
