Computer Vision

Learning Unified Spatio-temporal Representations for Efficient Compressed Video Understanding WACV 2026 Learning What Matters: Dynamic Dimension Selection and Aggregation for Interpretable Vision-Language Reward Modeling ACL 2026 Learning What to Trust: Bayesian Prior-Guided Optimization for Visual Generation CVPR 2026 Learning Where to Look and How to Judge: Resolution-agnostic Image Quality Assessment with Quality-aware Saliency CVPR 2026 LensWalk: Agentic Video Understanding by Planning How You See in Videos CVPR 2026 LENVIZ: A High-Resolution Low-Exposure Night Vision Benchmark Dataset WACV 2026 LESA: Learnable Stage-Aware Predictors for Diffusion Model Acceleration CVPR 2026 Less Is Better: Sparse Instance Learning for Cross-Domain Few-Shot Object Detection AAAI 2026 Less is More: Data-Efficient Adaptation for Controllable Text-to-Video Generation CVPR 2026 Let it Snow! Animating 3D Gaussian Scenes with Dynamic Weather Effects via Physics-Guided Score Distillation CVPR 2026 Let Your Image Move with Your Motion! -- Implicit Multi-Object Multi-Motion Transfer CVPR 2026 Leveraging Class Distributions in CLIP for Weakly Supervised Semantic Segmentation CVPR 2026 Leveraging Multispectral Sensors for Color Correction in Mobile Cameras CVPR 2026 Leveraging Pretrained Representations for Cross-Modal Point Cloud Completion WACV 2026 Leveraging Semantic Attribute Binding for Free-Lunch Color Control in Diffusion Models WACV 2026 Leveraging Verifier-Based Reinforcement Learning in Image Editing CVPR 2026 LF-BVN: Blind-View Network for Self-Supervised Light Field Denoising CVPR 2026 LiDARCrafter: Dynamic 4D World Modeling from LiDAR Sequences AAAI 2026 LiDAR-DHMT: LiDAR-Adaptive Dual Hierarchical Mask Transformer for Robust Freespace Detection and Semantic Segmentation WACV 2026 LiDAR-GS++: Improving LiDAR Gaussian Reconstruction via Diffusion Priors AAAI 2026 LidarPainter: One-Step Away from Any Lidar View to Novel Guidance AAAI 2026 LiDAR Prompted Spatio-Temporal Multi-View Stereo for Autonomous Driving CVPR 2026 LiDAR-to-4DRadar Diffusion Bridge via Cross-Modal Alignment and Translation in Latent Space CVPR 2026 LiDAS: Lighting-driven Dynamic Active Sensing for Nighttime Perception CVPR 2026 LifeEval: A Multimodal Benchmark for Assistive AI in Egocentric Daily Life Tasks CVPR 2026