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Papers (including subtopics)

Beyond Boundaries: Leveraging Vision Foundation Models for Source-Free Object Detection AAAI 2026 Beyond Classification: Elaborating Network Predictions for Better Weakly Supervised Quantization MIDL 2026 Beyond [CLS] Token: Query-Driven Token-Level Forgery Purification for Generalizable Deepfake Detection CVPR 2026 Beyond Duality: A Hybrid Framework of Leveraging Shared and Private Features for RGB-Event Object Detection CVPR 2026 Beyond Endpoints: Path-Centric Reasoning for Vectorized Off-Road Network Extraction CVPR 2026 Beyond Explicit Language: Plug-and-Play Visual-to-Linguistic Modeling Toward General Object Tracking CVPR 2026 Beyond Faces: A Multimodal Person Clustering for Unconstrained Environments WACV 2026 Beyond Geometry: Artistic Disparity Synthesis for Immersive 2D-to-3D CVPR 2026 Beyond Heuristic Prompting: A Concept-Guided Bayesian Framework for Zero-Shot Image Recognition CVPR 2026 Beyond Illumination: Fine-Grained Detail Preservation in Extreme Dark Image Restoration AAAI 2026 Beyond Objects: Contextual Synthetic Data Generation for Fine-Grained Classification CVPR 2026 Beyond Predictive Resampling: Learning Input-Agnostic Downsampling for Efficient Aligned Vision Recognition AAAI 2026 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 Reassembly: Fractured Object Recovery with Missing Parts 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 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 the Encoder: Joint Encoder-Decoder Contrastive Pre-Training Improves Dense Prediction WACV 2026 Beyond the Horizon: Decoupling Multi-View UAV Action Recognition via Partial Order Transfer AAAI 2026 Beyond Weak Supervision: MLLMs-Guided Graded Knowledge Distillation for Unsupervised Camouflaged Object Detection CVPR 2026 Bezier Degradation Modeling for LiDAR-based Human Motion Capture CVPR 2026 Bi-directional Autoregressive Diffusion for Large Complex Motion Interpolation CVPR 2026 Bidirectional Cross-Modal Prompting for Event-Frame Asymmetric Stereo CVPR 2026