Semantic Segmentation

Few-Shot Incremental Learning via Foreground Aggregation and Knowledge Transfer for Audio-Visual Semantic Segmentation AAAI 2025 Few-Shot Pattern Detection via Template Matching and Regression ICCV 2025 FFR: Frequency Feature Rectification for Weakly Supervised Semantic Segmentation CVPR 2025 Fine-Grained Image-Text Correspondence with Cost Aggregation for Open-Vocabulary Part Segmentation CVPR 2025 FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation ICCV 2025 FOCUS: Towards Universal Foreground Segmentation AAAI 2025 Foreground-Covering Prototype Generation and Matching for SAM-Aided Few-Shot Segmentation AAAI 2025 FreeDNA: Endowing Domain Adaptation of Diffusion-Based Dense Prediction with Training-Free Domain Noise Alignment ICCV 2025 FreeGen: Bridging Visual-Linguistic Discrepancies Towards Diffusion-based Pixel-level Data Synthesis AAAI 2025 Frequency-Domain Refinement of Vision Transformers for Robust Medical Image Segmentation under Degradation WACV 2025 Frequency Dynamic Convolution for Dense Image Prediction CVPR 2025 From Enhancement to Understanding: Build a Generalized Bridge for Low-light Vision via Semantically Consistent Unsupervised Fine-tuning ICCV 2025 Functionality Understanding and Segmentation in 3D Scenes CVPR 2025 GAUDA: Generative Adaptive Uncertainty-Guided Diffusion-Based Augmentation for Surgical Segmentation WACV 2025 GaussRender: Learning 3D Occupancy with Gaussian Rendering ICCV 2025 Generalized Few-shot 3D Point Cloud Segmentation with Vision-Language Model CVPR 2025 Generalized Zero-Shot Learning for Point Cloud Segmentation with Evidence-Based Dynamic Calibration AAAI 2025 Generate, Refine, and Encode: Leveraging Synthesized Novel Samples for On-the-Fly Fine-Grained Category Discovery ICCV 2025 Generative Hard Example Augmentation for Semantic Point Cloud Segmentation CVPR 2025 Generative Map Priors for Collaborative BEV Semantic Segmentation CVPR 2025 Generative Model-Based Fusion for Improved Few-Shot Semantic Segmentation of Infrared Images WACV 2025 GeoPixel: Pixel Grounding Large Multimodal Model in Remote Sensing ICML 2025 Global-Aware Monocular Semantic Scene Completion with State Space Models ICCV 2025 Golden Cudgel Network for Real-Time Semantic Segmentation CVPR 2025 GrabS: Generative Embodied Agent for 3D Object Segmentation without Scene Supervision ICLR 2025