Contrastive Learning

UniSpector: Towards Universal Open-set Defect Recognition via Spectral-Contrastive Visual Prompting CVPR 2026 Universal 3D Shape Matching via Coarse-to-Fine Language Guidance CVPR 2026 Unpaired Multimodal Learning for Biological Datasets MIDL 2026 Unveiling the Unknown: Open-Set Entity Typing via Two-Stage Generation ACL 2026 WHU-MARS: A Multispectral Aerial-Ground Benchmark Towards Any-Scenario Person Re-Identification CVPR 2026 Why Mean Pooling Works: Quantifying Second-Order Collapse in Text Embeddings ACL 2026 WikiCLIP: An Efficient Contrastive Baseline for Open-domain Visual Entity Recognition CVPR 2026 WristMIR: Coarse-to-Fine Region-Aware Retrieval of Pediatric Wrist Radiographs with Radiology Report-Driven Learning MIDL 2026 x^2-Fusion: Cross-Modality and Cross-Dimension Flow Estimation in Event Edge Space CVPR 2026 X-Cardia: Phenotype-Guided Cross-Modal Alignment for Opportunistic Cardiac Screening on Routine Chest CT MIDL 2026 YNU-HPCC at SemEval-2026 Task 13: Robust Machine-Generated Code Detection under Distribution Shifts SemEval 2026 YNU-HPCC at SemEval-2026 Task 2: Contrastive Calibration and Temporal Modeling for Continuous Valence-Arousal Prediction SemEval 2026 A Balancing Act: Optimizing Classification and Retrieval in Cross-Modal Vision Models MIDL 2025 ACCon: Angle-Compensated Contrastive Regularizer for Deep Regression AAAI 2025 Adapting Multilingual Embedding Models to Historical Luxembourgish NAACL 2025 Adaptive Dataset Quantization AAAI 2025 Adaptive Multimodal Fusion: Dynamic Attention Allocation for Intent Recognition AAAI 2025 Adaptive Multi-prompt Contrastive Network for Few-shot Out-of-distribution Detection ICML 2025 Advancing Myopia To Holism: Fully Contrastive Language-Image Pre-training CVPR 2025 Adversarial Contrastive Graph Masked AutoEncoder Against Graph Structure and Feature Dual Attacks AAAI 2025 Adversarially Robust Anomaly Detection through Spurious Negative Pair Mitigation ICLR 2025 Aligning Multimodal Representations through an Information Bottleneck ICML 2025 Ambiguity-Restrained Text-Video Representation Learning for Partially Relevant Video Retrieval AAAI 2025 Ambiguous Instance-Aware Contrastive Network with Multi-Level Matching for Multi-View Document Clustering AAAI 2025 AMD: Adaptive Momentum and Decoupled Contrastive Learning Framework for Robust Long-Tail Trajectory Prediction ICCV 2025