Computer Vision

Beyond Prompt Degradation: Prototype-guided Dual-pool Prompting for Incremental Object Detection CVPR 2026 Beyond Quadratic: Linear-Time Change Detection with RWKV AAAI 2026 Beyond Realism: Learning the Art of Expressive Composition with StickerNet WACV 2026 Beyond Reassembly: Fractured Object Recovery with Missing Parts CVPR 2026 Beyond scalar losses: calibrating segmentation models via gradient vector field surgery MIDL 2026 Beyond Scanpaths: Graph-Based Gaze Simulation in Dynamic Scenes CVPR 2026 Beyond Semantic Features: Pixel-level Mapping for Generalized AI-Generated Image Detection AAAI 2026 Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval CVPR 2026 Beyond Sequential Tools: A Unified VLM Agent System for Photographic Post-Processing via Dynamic Multi-Expert Fusion CVPR 2026 Beyond Single Solution: Multi-Hypothesis Deep Unfolding Network for Image Compressive Sensing CVPR 2026 BeyondSparse: Facilitating Mamba to Enhance Cross-Domain 3D Semantic Segmentation in Adverse Weather AAAI 2026 Beyond Static Frames: Temporal Aggregate-and-Restore Vision Transformer for Human Pose Estimation CVPR 2026 Beyond Strict Pairing: Arbitrarily Paired Training for High-Performance Infrared and Visible Image Fusion CVPR 2026 Beyond the Encoder: Joint Encoder-Decoder Contrastive Pre-Training Improves Dense Prediction WACV 2026 Beyond the Golden Data: Resolving the Motion-Vision Quality Dilemma via Timestep Selective Training CVPR 2026 Beyond the Ground Truth: Enhanced Supervision for Image Restoration CVPR 2026 Beyond the Horizon: Decoupling Multi-View UAV Action Recognition via Partial Order Transfer AAAI 2026 Beyond the Last Frame: Process-aware Evaluation for Generative Video Reasoning ACL 2026 Beyond the Panorama: Training-Free Hierarchical Perception-Reasoning for Fine-Grained Vision in MLLMs ACL 2026 Beyond the Static-World: Lifelong Learning for All-in-One Medical Image Restoration CVPR 2026 Beyond Tie Points: Satellite Image Block Adjustment based on Dense Feature Consistency CVPR 2026 Beyond Weak Supervision: MLLMs-Guided Graded Knowledge Distillation for Unsupervised Camouflaged Object Detection CVPR 2026 Beyond What's Shared: Recovering Lost Unique Information from Intermediate Layers to Boost Multimodal Geo-Foundation Models CVPR 2026 Beyond Wide-Angle Images: Structure-to-Detail Video Portrait Correction via Unsupervised Spatiotemporal Adaptation AAAI 2026 Bezier Degradation Modeling for LiDAR-based Human Motion Capture CVPR 2026