Scene Understanding

SimRecon: SimReady Compositional Scene Reconstruction from Real Videos CVPR 2026 Sky2Ground: A Benchmark for Site Modeling under Varying Altitude CVPR 2026 SLARM: Streaming and Language-Aligned Reconstruction Model for Dynamic Scenes CVPR 2026 SoccerMaster: A Vision Foundation Model for Soccer Understanding CVPR 2026 SOMA: Feature Gradient Enhanced Affine-Flow Matching for SAR-Optical Registration AAAI 2026 Sparsity-Aware Voxel Attention and Foreground Modulation for 3D Semantic Scene Completion CVPR 2026 Spatial Matters: Position-Guided 3D Referring Expression Segmentation CVPR 2026 Splannequin: Freezing Monocular Mannequin-Challenge Footage with Dual-Detection Splatting WACV 2026 Spot The Ball: A Benchmark for Visual Social Inference CVPR 2026 SRGCD: Stability-Driven Region Growth Framework for 3D Change Detection CVPR 2026 ST4R-Splat: Spatio-Temporal Referring Segmentation in 4D Gaussian Splatting CVPR 2026 STRinGS: Selective Text Refinement in Gaussian Splatting WACV 2026 Structure-Aware Feature Rectification with Region Adjacency Graphs for Training-free Open-Vocabulary Semantic Segmentation WACV 2026 Sun-E: Dataset and Benchmark for Event-Based Sun Sensing WACV 2026 TGSFormer: Scalable Temporal Gaussian Splatting for Embodied Semantic Scene Completion CVPR 2026 Thinking in 360deg: Humanoid Visual Search in the Wild CVPR 2026 Tiny Scales, Great Challenges: The Limits of Multimodal LLMs in Scale Recognition ACL 2026 Token Warping Helps MLLMs Look from Nearby Viewpoints CVPR 2026 TopoHR: Hierarchical Centerline Representation for Cyclic Topology Reasoning in Driving Scenes with Point-to-Instance Relations CVPR 2026 Topology-Aware Vision Transformers for Enhanced Scene Recognition AAAI 2026 Towards Temporal Fusion Beyond the Field of View for Camera-based Semantic Scene Completion AAAI 2026 Towards Test-time Efficient Visual Place Recognition via Asymmetric Query Processing AAAI 2026 Towards Unconstrained Cross-View Pose Estimation WACV 2026 TuningIQA: Fine-Grained Blind Image Quality Assessment for Livestreaming Camera Tuning AAAI 2026 Understanding Dynamic Scenes in Ego Centric 4D Point Clouds AAAI 2026