Semantic Segmentation

Revisiting Downsampling in Semantic Segmentation: Fighting Aliasing with Dynamic Gaussian and Gabor Frequency Filters AAAI 2026 Revisiting Retentive Networks for Fast Range-View 3D LiDAR Semantic Segmentation WACV 2026 Rewis3d: Reconstruction Improves Weakly-Supervised Semantic Segmentation CVPR 2026 RS2-SAM2: Customized SAM2 for Referring Remote Sensing Image Segmentation AAAI 2026 S$^2$AM3D: Scale-controllable Part Segmentation of 3D Point Clouds CVPR 2026 S2C2Seg: Semantic-Spatial Consistency and Category Optimization for Open-Vocabulary Segmentation CVPR 2026 SAQ-SAM: Semantically-Aligned Quantization for Segment Anything Model AAAI 2026 SceneEdited: A City-Scale Benchmark for 3D HD Map Updating via Image-Guided Change Detection WACV 2026 Seeing in Double: Dual-Granularity BEV Segmentation via Mamba-Driven Alignment and Polar-Decoupled Experts AAAI 2026 SegCompass: Exploring Interpretable Alignment with Sparse Autoencoders for Enhanced Reasoning Segmentation CVPR 2026 SegEarth-R2: Towards Comprehensive Language-guided Segmentation for Remote Sensing Images CVPR 2026 SegMango: Early Deep Mango Yield Prediction based on Flower Segmentation and Weather Data WACV 2026 SegMaST: Mamba-based Spatio-Temporal Modeling to Improve Longitudinal Disease Detection and Segmentation MIDL 2026 Selective, Regularized, and Calibrated: Harnessing Vision Foundation Models for Cross-Domain Few-Shot Semantic Segmentation CVPR 2026 SemiGDA: Generative Dual-distribution Alignment for Semi-Supervised Medical Image Segmentation CVPR 2026 SemLayer: Semantic-aware Generative Segmentation and Layer Construction for Abstract Icons CVPR 2026 SGS-3D: High-Fidelity 3D Instance Segmentation via Reliable Semantic Mask Splitting and Growing AAAI 2026 Shift-Equivariant Complex-Valued Convolutional Neural Networks WACV 2026 SIGMA: A Physics-Based Benchmark for Gas Chimney Understanding in Seismic Images CVPR 2026 Sim4Seg: Boosting Multimodal Multi-disease Medical Diagnosis Segmentation with Region-Aware Vision-Language Similarity Masks AAAI 2026 SOUPLE: Enhancing Audio-Visual Localization and Segmentation with Learnable Prompt Contexts CVPR 2026 SPAR-Det: Segmentation-guided and Prior-Aided Routing for Small Object Detection WACV 2026 SPAR: Single-Pass Any-Resolution ViT for Open-vocabulary Segmentation CVPR 2026 SPOC: Spatially-Progressing Object State Change Segmentation in Video WACV 2026 SSR: Semantic and Spatial Rectification for CLIP-based Weakly Supervised Segmentation AAAI 2026