Semantic Segmentation

Learning Yourself: Class-Incremental Semantic Segmentation with Language-Inspired Bootstrapped Disentanglement ICCV 2025 LeGrad: An Explainability Method for Vision Transformers via Feature Formation Sensitivity ICCV 2025 LogoSP: Local-global Grouping of Superpoints for Unsupervised Semantic Segmentation of 3D Point Clouds CVPR 2025 LOMA: Language-assisted Semantic Occupancy Network via Triplane Mamba AAAI 2025 Looking in the Mirror: A Faithful Counterfactual Explanation Method for Interpreting Deep Image Classification Models ICCV 2025 LPOSS: Label Propagation Over Patches and Pixels for Open-vocabulary Semantic Segmentation CVPR 2025 M3Net: Multimodal Multi-task Learning for 3D Detection, Segmentation, and Occupancy Prediction in Autonomous Driving AAAI 2025 M^3-VOS: Multi-Phase, Multi-Transition, and Multi-Scenery Video Object Segmentation CVPR 2025 Mamba4D: Efficient 4D Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models CVPR 2025 Mamba as a Bridge: Where Vision Foundation Models Meet Vision Language Models for Domain-Generalized Semantic Segmentation CVPR 2025 MambaVision: A Hybrid Mamba-Transformer Vision Backbone CVPR 2025 Masked Point-Entity Contrast for Open-Vocabulary 3D Scene Understanding CVPR 2025 MaskPrompt: Open-Vocabulary Affordance Segmentation with Object Shape Mask Prompts AAAI 2025 MaskTwins: Dual-form Complementary Masking for Domain-Adaptive Image Segmentation ICML 2025 MaskViM: Domain Generalized Semantic Segmentation with State Space Models AAAI 2025 MaSS13K: A Matting-level Semantic Segmentation Benchmark CVPR 2025 MatAnyone: Stable Video Matting with Consistent Memory Propagation CVPR 2025 Matching While Perceiving: Enhance Image Feature Matching with Applicable Semantic Amalgamation AAAI 2025 MatSpectNet: Material Segmentation Network with Domain-Aware and Physically-Constrained Hyperspectral Reconstruction WACV 2025 Memory-Augmented Re-Completion for 3D Semantic Scene Completion AAAI 2025 Mesh-Prompted Anatomy Segmentation MIDL 2025 Minding Fuzzy Regions: A Data-driven Alternating Learning Paradigm for Stable Lesion Segmentation CVPR 2025 Mitigating Geometric Degradation in Fast DownSampling via FastAdapter for Point Cloud Segmentation ICCV 2025 M-Net: MRI Brain Tumor Sequential Segmentation Network via Mesh-Cast ICCV 2025 Modality-Incremental Learning with Disjoint Relevance Mapping Networks for Image-Based Semantic Segmentation WACV 2025