Semantic Segmentation

TSAM: Temporal SAM Augmented with Multimodal Prompts for Referring Audio-Visual Segmentation CVPR 2025 Two Losses, One Goal: Balancing Conflict Gradients for Semi-supervised Semantic Segmentation ICCV 2025 UAVScenes: A Multi-Modal Dataset for UAVs ICCV 2025 UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction ICML 2025 U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation AAAI 2025 Ultra-High Resolution Segmentation via Boundary-Enhanced Patch-Merging Transformer AAAI 2025 U-MixFormer: UNet-Like Transformer with Mix-Attention for Efficient Semantic Segmentation WACV 2025 Unbiased Region-Language Alignment for Open-Vocabulary Dense Prediction ICCV 2025 UncertainSAM: Fast and Efficient Uncertainty Quantification of the Segment Anything Model ICML 2025 Uncertainty and Energy Based Loss Guided Semi-Supervised Semantic Segmentation WACV 2025 Uncertainty-Aware Scene Understanding via Efficient Sampling-Free Confidence Estimation CoRL 2025 Understanding Fine-tuning CLIP for Open-vocabulary Semantic Segmentation in Hyperbolic Space CVPR 2025 Understanding Personal Concept in Open-Vocabulary Semantic Segmentation ICCV 2025 UniDxMD: Towards Unified Representation for Cross-Modal Unsupervised Domain Adaptation in 3D Semantic Segmentation ICCV 2025 Unified Category-Level Object Detection and Pose Estimation from RGB Images using 3D Prototypes ICCV 2025 Unified Dense Prediction of Video Diffusion CVPR 2025 Unified Medical Lesion Segmentation via Self-referring Indicator CVPR 2025 Unified Open-World Segmentation with Multi-Modal Prompts ICCV 2025 Universal Domain Adaptation for Semantic Segmentation CVPR 2025 Unleashing the Power of Visual Foundation Models for Generalizable Semantic Segmentation AAAI 2025 Unlocking Constraints: Source-Free Occlusion-Aware Seamless Segmentation ICCV 2025 Unlocking the Power of SAM 2 for Few-Shot Segmentation ICML 2025 UnMix-NeRF: Spectral Unmixing Meets Neural Radiance Fields ICCV 2025 unMORE: Unsupervised Multi-Object Segmentation via Center-Boundary Reasoning ICML 2025 Unsupervised Audio-Visual Segmentation with Modality Alignment AAAI 2025