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| Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation | May 20, 2025 | Few-Shot Object DetectionInstance Segmentation | CodeCode Available | 1 |
| Unintended Bias in 2D+ Image Segmentation and Its Effect on Attention Asymmetry | May 20, 2025 | Image SegmentationSemantic Segmentation | —Unverified | 0 |
| ReservoirTTA: Prolonged Test-time Adaptation for Evolving and Recurring Domains | May 20, 2025 | Online ClusteringSemantic Segmentation | —Unverified | 0 |
| Scaling Vision Mamba Across Resolutions via Fractal Traversal | May 20, 2025 | Change Detectionimage-classification | —Unverified | 0 |
| CONSIGN: Conformal Segmentation Informed by Spatial Groupings via Decomposition | May 20, 2025 | Conformal PredictionImage Segmentation | —Unverified | 0 |
| EGFormer: Towards Efficient and Generalizable Multimodal Semantic Segmentation | May 20, 2025 | Computational EfficiencyDomain Adaptation | —Unverified | 0 |
| Enhancing Shape Perception and Segmentation Consistency for Industrial Image Inspection | May 19, 2025 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Self-Supervised Learning for Image Segmentation: A Comprehensive Survey | May 19, 2025 | ArticlesImage Segmentation | —Unverified | 0 |
| Robust Multimodal Segmentation with Representation Regularization and Hybrid Prototype Distillation | May 19, 2025 | Knowledge DistillationSemantic Segmentation | CodeCode Available | 0 |
| Enhancing Transformers Through Conditioned Embedded Tokens | May 19, 2025 | image-classificationImage Classification | —Unverified | 0 |
| Long-RVOS: A Comprehensive Benchmark for Long-term Referring Video Object Segmentation | May 19, 2025 | Referring Video Object SegmentationSemantic Segmentation | —Unverified | 0 |
| Industrial Synthetic Segment Pre-training | May 19, 2025 | Instance SegmentationSegmentation | —Unverified | 0 |
| FlowCut: Unsupervised Video Instance Segmentation via Temporal Mask Matching | May 19, 2025 | Instance SegmentationSegmentation | —Unverified | 0 |
| Mutual Evidential Deep Learning for Medical Image Segmentation | May 18, 2025 | Deep LearningImage Segmentation | —Unverified | 0 |
| Temporal-Spectral-Spatial Unified Remote Sensing Dense Prediction | May 18, 2025 | Change DetectionPrediction | CodeCode Available | 1 |
| AoP-SAM: Automation of Prompts for Efficient Segmentation | May 17, 2025 | Image SegmentationPrompt Engineering | —Unverified | 0 |
| PRS-Med: Position Reasoning Segmentation with Vision-Language Model in Medical Imaging | May 17, 2025 | Image SegmentationLanguage Modeling | —Unverified | 0 |
| Bayesian Deep Learning Approaches for Uncertainty-Aware Retinal OCT Image Segmentation for Multiple Sclerosis | May 17, 2025 | Image SegmentationSemantic Segmentation | —Unverified | 0 |
| MedVKAN: Efficient Feature Extraction with Mamba and KAN for Medical Image Segmentation | May 17, 2025 | Image SegmentationMamba | CodeCode Available | 1 |
| Bridging the Inter-Domain Gap through Low-Level Features for Cross-Modal Medical Image Segmentation | May 17, 2025 | Domain AdaptationImage Segmentation | CodeCode Available | 0 |
| EarthSynth: Generating Informative Earth Observation with Diffusion Models | May 17, 2025 | counterfactualDiversity | —Unverified | 0 |
| Technical Report for ICRA 2025 GOOSE 2D Semantic Segmentation Challenge: Boosting Off-Road Segmentation via Photometric Distortion and Exponential Moving Average | May 17, 2025 | 2D Semantic SegmentationDecoder | —Unverified | 0 |
| SoftPQ: Robust Instance Segmentation Evaluation via Soft Matching and Tunable Thresholds | May 17, 2025 | BenchmarkingBinary Classification | CodeCode Available | 0 |
| DPSeg: Dual-Prompt Cost Volume Learning for Open-Vocabulary Semantic Segmentation | May 16, 2025 | DecoderOpen Vocabulary Semantic Segmentation | —Unverified | 0 |