Contrastive Learning

MAD: Modality-Adaptive Decoding for Mitigating Cross-Modal Hallucinations in Multimodal Large Language Models CVPR 2026 Mamba-Driven Multi-View Discriminative Clustering via Global-Local Cross-View Sequence Modeling AAAI 2026 MANTA: Physics-Informed Generalized Underwater Object Tracking WACV 2026 Mask the Redundancy: Evolving Masking Representation Learning for Multivariate Time-Series Clustering AAAI 2026 MCIE: Multimodal LLM-Driven Complex Instruction Image Editing with Spatial Guidance AAAI 2026 MedROV: Towards Real-Time Open-Vocabulary Detection Across Diverse Medical Imaging Modalities WACV 2026 MetaDiT: Enabling Fine-grained Constraints in High-degree-of Freedom Metasurface Design AAAI 2026 Mitigating Degree Bias in Hypergraphs via Attribute-as-Structure Approach EACL 2026 Mitigating Object and Action Hallucinations in Multimodal LLMs via Self-Augmented Contrastive Alignment WACV 2026 MM-TS: Multi-Modal Temperature and Margin Schedules for Contrastive Learning with Long-Tail Data WACV 2026 Modeling Turn-Taking with Semantically Informed Gestures EACL 2026 MolSight: Optical Chemical Structure Recognition with SMILES Pretraining, Multi-Granularity Learning and Reinforcement Learning AAAI 2026 MOSAIC: Masked Objective with Selective Adaptation for In-domain Contrastive Learning EACL 2026 MovSemCL: Movement-Semantics Contrastive Learning for Trajectory Similarity AAAI 2026 MTP: Exploring Multimodal Urban Traffic Profiling with Modality Augmentation and Spectrum Fusion AAAI 2026 Multi-granularity Intent Modeling with Adversarial Robustness for Sequential Recommendation AAAI 2026 Multi-graph Fusion Cross-model Contrastive Learning for Recommendation AAAI 2026 Multi-Level Domain Adaptation and Contrastive Domain Isolation with Bilinear Fusion for Patient Drug Response Prediction AAAI 2026 Multi-View Differential Mixing and Graph-Guided Structural Region Selection for Cross-Modal Alignment AAAI 2026 Negative Sampling Techniques in Dense Retrieval: A Survey EACL 2026 NileUn at AbjadGenEval Shared Task: Contrastive Learning with Stacking Ensemble for Efficient Arabic AI-Generated Text Detection EACL 2026 Noisy Correspondence Learning with Modality Gap Direction Correction AAAI 2026 Non-Aligned Reference Image Quality Assessment for Novel View Synthesis WACV 2026 Non-Contact Blood Pressure Estimation from Face Videos via Physiology-Aware Contrastive Learning WACV 2026 NumCoKE: Ordinal-Aware Numerical Reasoning over Knowledge Graphs with Mixture-of-Experts and Contrastive Learning AAAI 2026