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| Uncertainty and Energy based Loss Guided Semi-Supervised Semantic Segmentation | Jan 3, 2025 | Semantic SegmentationSemi-Supervised Semantic Segmentation | —Unverified | 0 |
| Tree-NET: Enhancing Medical Image Segmentation Through Efficient Low-Level Feature Training | Jan 3, 2025 | Computational EfficiencyImage Segmentation | —Unverified | 0 |
| Merging Context Clustering with Visual State Space Models for Medical Image Segmentation | Jan 3, 2025 | ClusteringImage Segmentation | CodeCode Available | 2 |
| A Multi-task Supervised Compression Model for Split Computing | Jan 2, 2025 | Edge-computingimage-classification | CodeCode Available | 0 |
| Evidential Calibrated Uncertainty-Guided Interactive Segmentation paradigm for Ultrasound Images | Jan 2, 2025 | DiagnosticImage Segmentation | —Unverified | 0 |
| Efficient Connectivity-Preserving Instance Segmentation with Supervoxel-Based Loss Function | Jan 2, 2025 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Leverage Cross-Attention for End-to-End Open-Vocabulary Panoptic Reconstruction | Jan 2, 2025 | Instance SegmentationScene Understanding | —Unverified | 0 |
| nnY-Net: Swin-NeXt with Cross-Attention for 3D Medical Images Segmentation | Jan 2, 2025 | DecoderImage Segmentation | —Unverified | 0 |
| EntitySAM: Segment Everything in Video | Jan 1, 2025 | DecoderObject | —Unverified | 0 |
| EffiDec3D: An Optimized Decoder for High-Performance and Efficient 3D Medical Image Segmentation | Jan 1, 2025 | DecoderImage Segmentation | CodeCode Available | 1 |
| Relation3D : Enhancing Relation Modeling for Point Cloud Instance Segmentation | Jan 1, 2025 | 3D Instance SegmentationContrastive Learning | CodeCode Available | 1 |
| DSV-LFS: Unifying LLM-Driven Semantic Cues with Visual Features for Robust Few-Shot Segmentation | Jan 1, 2025 | Few-Shot Semantic SegmentationSegmentation | —Unverified | 0 |
| Mamba4D: Efficient 4D Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models | Jan 1, 2025 | Action RecognitionAction Segmentation | CodeCode Available | 1 |
| WISH: Weakly Supervised Instance Segmentation using Heterogeneous Labels | Jan 1, 2025 | Instance SegmentationSegmentation | —Unverified | 0 |
| Understanding Fine-tuning CLIP for Open-vocabulary Semantic Segmentation in Hyperbolic Space | Jan 1, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | —Unverified | 0 |
| SAM2Object: Consolidating View Consistency via SAM2 for Zero-Shot 3D Instance Segmentation | Jan 1, 2025 | 3D Instance SegmentationInstance Segmentation | —Unverified | 0 |
| Common3D: Self-Supervised Learning of 3D Morphable Models for Common Objects in Neural Feature Space | Jan 1, 2025 | Instance SegmentationObject | CodeCode Available | 0 |
| Minimizing Labeled, Maximizing Unlabeled: An Image-Driven Approach for Video Instance Segmentation | Jan 1, 2025 | Instance SegmentationSemantic Segmentation | —Unverified | 0 |
| Advancing Manga Analysis: Comprehensive Segmentation Annotations for the Manga109 Dataset | Jan 1, 2025 | Instance SegmentationSegmentation | —Unverified | 0 |
| Take the Bull by the Horns: Learning to Segment Hard Samples | Jan 1, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| DocSAM: Unified Document Image Segmentation via Query Decomposition and Heterogeneous Mixed Learning | Jan 1, 2025 | Document Layout AnalysisImage Segmentation | —Unverified | 0 |
| A Semantic Knowledge Complementarity based Decoupling Framework for Semi-supervised Class-imbalanced Medical Image Segmentation | Jan 1, 2025 | DecoderImage Segmentation | —Unverified | 0 |
| Keep the Balance: A Parameter-Efficient Symmetrical Framework for RGB+X Semantic Segmentation | Jan 1, 2025 | parameter-efficient fine-tuningSegmentation | —Unverified | 0 |
| Higher-Order Ratio Cycles for Fast and Globally Optimal Shape Matching | Jan 1, 2025 | GPUImage Segmentation | CodeCode Available | 0 |
