Image Segmentation

TTT-UNet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image Segmentation MIDL 2026 Uncertainty-Aware Vision-Language Segmentation for Medical Imaging WACV 2026 UniMapGen: A Generative Framework for Large-Scale Map Construction from Multi-modal Data AAAI 2026 Unlocking 2D Promptable Foundation Models for 3D Vessel Segmentation by Automatic Prompt Generation MIDL 2026 Unsupervised Multi-Scale Segmentation of 3D Subcellular World with Stable Diffusion Foundation Model CVPR 2026 Unsupervised Segmentation by Diffusing, Walking and Cutting WACV 2026 VasoMIM: Vascular Anatomy-Aware Masked Image Modeling for Vessel Segmentation AAAI 2026 Vesselpose: Vessel Graph Reconstruction from Learned Voxel-wise Direction Vectors in 3D Vascular Images MIDL 2026 VideoMaMa: Mask-Guided Video Matting via Generative Prior CVPR 2026 You Only Erase Once: Erasing Anything without Bringing Unexpected Content CVPR 2026 2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification CVPR 2025 3D Part Segmentation via Geometric Aggregation of 2D Visual Features WACV 2025 3DRealCar: An In-the-wild RGB-D Car Dataset with 360-degree Views ICCV 2025 3D Vision-Language Gaussian Splatting ICLR 2025 75-Speaker Annot-16: A benchmark dataset for speech articulatory rt-MRI annotation with articulator contours and phonetic alignment Interspeech 2025 ACAM-KD: Adaptive and Cooperative Attention Masking for Knowledge Distillation ICCV 2025 Active Learning for Image Segmentation with Binary User Feedback WACV 2025 Active Learning with Context Sampling and One-vs-Rest Entropy for Semantic Segmentation WACV 2025 Adapt Foundational Segmentation Models with Heterogeneous Searching Space ICCV 2025 Adapting In-Domain Few-Shot Segmentation to New Domains without Source Domain Retraining ICCV 2025 ADC-GS: Anchor-Driven Deformable and Compressed Gaussian Splatting for Dynamic Scene Reconstruction IJCAI 2025 Advancing Manga Analysis: Comprehensive Segmentation Annotations for the Manga109 Dataset CVPR 2025 A Generative Approach at the Instance-Level for Image Segmentation Under Limited Training Data Conditions (Student Abstract) AAAI 2025 AMDANet: Attention-Driven Multi-Perspective Discrepancy Alignment for RGB-Infrared Image Fusion and Segmentation ICCV 2025 AMNCutter: Affinity-Attention-Guided Multi-View Normalized Cutter for Unsupervised Surgical Instrument Segmentation WACV 2025