| Take the Bull by the Horns: Learning to Segment Hard Samples | Jan 1, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Generative Hard Example Augmentation for Semantic Point Cloud Segmentation | Jan 1, 2025 | Point Cloud SegmentationSegmentation | —Unverified | 0 |
| EntityErasure: Erasing Entity Cleanly via Amodal Entity Segmentation and Completion | Jan 1, 2025 | Segmentation | —Unverified | 0 |
| WISNet: Pseudo Label Generation on Unbalanced and Patch Annotated Waste Images | Jan 1, 2025 | Pseudo LabelSegmentation | —Unverified | 0 |
| Incomplete Multi-modal Brain Tumor Segmentation via Learnable Sorting State Space Model | Jan 1, 2025 | Brain Tumor SegmentationMamba | —Unverified | 0 |
| Decoupled Motion Expression Video Segmentation | Jan 1, 2025 | Instance SegmentationReferring Video Object Segmentation | —Unverified | 0 |
| SeaLion: Semantic Part-Aware Latent Point Diffusion Models for 3D Generation | Jan 1, 2025 | 3D GenerationData Augmentation | —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 |
| Towards Continual Universal Segmentation | Jan 1, 2025 | Image SegmentationSegmentation | —Unverified | 0 |
| Segmenting Maxillofacial Structures in CBCT Volumes | Jan 1, 2025 | AnatomyBenchmarking | —Unverified | 0 |
| D^3CTTA: Domain-Dependent Decorrelation for Continual Test-Time Adaption of 3D LiDAR Segmentation | Jan 1, 2025 | Autonomous DrivingSegmentation | —Unverified | 0 |
| DSV-LFS: Unifying LLM-Driven Semantic Cues with Visual Features for Robust Few-Shot Segmentation | Jan 1, 2025 | Few-Shot Semantic SegmentationSegmentation | —Unverified | 0 |
| Understanding Multi-Task Activities from Single-Task Videos | Jan 1, 2025 | Action SegmentationSegmentation | —Unverified | 0 |
| DocSAM: Unified Document Image Segmentation via Query Decomposition and Heterogeneous Mixed Learning | Jan 1, 2025 | Document Layout AnalysisImage Segmentation | —Unverified | 0 |
| EntitySAM: Segment Everything in Video | Jan 1, 2025 | DecoderObject | —Unverified | 0 |
| Convex Combination Star Shape Prior for Data-driven Image Semantic Segmentation | Jan 1, 2025 | Image SegmentationSegmentation | —Unverified | 0 |
| Text Augmented Correlation Transformer For Few-shot Classification & Segmentation | Jan 1, 2025 | Few-Shot Classification and SegmentationFew-Shot Learning | —Unverified | 0 |
| Scaling up Image Segmentation across Data and Tasks | Jan 1, 2025 | DiversityImage Segmentation | —Unverified | 0 |
| Unified Medical Lesion Segmentation via Self-referring Indicator | Jan 1, 2025 | In-Context LearningLesion Segmentation | —Unverified | 0 |
| Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning | Jan 1, 2025 | ClusteringDecoder | —Unverified | 0 |
| VidSeg: Training-free Video Semantic Segmentation based on Diffusion Models | Jan 1, 2025 | SegmentationSemantic 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 |
| SemiDAViL: Semi-supervised Domain Adaptation with Vision-Language Guidance for Semantic Segmentation | Jan 1, 2025 | Domain AdaptationRepresentation Learning | —Unverified | 0 |
| Advancing Manga Analysis: Comprehensive Segmentation Annotations for the Manga109 Dataset | Jan 1, 2025 | Instance SegmentationSegmentation | —Unverified | 0 |
| PolarNeXt: Rethink Instance Segmentation with Polar Representation | Jan 1, 2025 | Instance SegmentationSegmentation | —Unverified | 0 |