Contrastive Learning

Federated Context-Aware Personalized Recommendation AAAI 2026 FINE: Factorized Multimodal Sentiment Analysis via Mutual INformation Estimation AAAI 2026 FlowCLAS: Enhancing Normalizing Flow-Based Anomaly Segmentation Via Contrastive Learning WACV 2026 Foundation-Adaptive Integrated Refinement for Generalized Category Discovery AAAI 2026 From Points to Coalitions: Hierarchical Contrastive Shapley Values for Prioritizing Data Samples AAAI 2026 From Semantics to Spectrum: A New Lens on Graph Augmentation Strategy AAAI 2026 GATCL: An Adaptive Contrastive Learning Framework Based on MHGAT for Spatial Domain Identification in Spatial Transcriptomics AAAI 2026 GCL-OT: Graph Contrastive Learning with Optimal Transport for Heterophilic Text-Attributed Graphs AAAI 2026 GenePheno: Interpretable Gene Knockout-Induced Phenotype Abnormality Prediction from Gene Sequences AAAI 2026 Generalizable Drug–Target Interaction Prediction via ESM-2 Representations and Progressive Contrastive Curriculum Learning AAAI 2026 GeoCoBox: Box-supervised 3D Tumor Segmentation via Geometric Co-embedding AAAI 2026 Gotta Hear Them All: Towards Sound Source Aware Audio Generation AAAI 2026 Graph-augmented and Over-smoothing-resistant Contrastive Clustering for Short Text AAAI 2026 Graph Contrastive Learning with Balanced Hard Negatives and Fine-grained Semantic-aware Positives AAAI 2026 GROVER: Graph-guided Representation of Omics and Vision with Expert Regulation for Adaptive Spatial Multi-omics Fusion AAAI 2026 HaNa: Hardness and Noise-Aware Robust Cross-modal Retrieval AAAI 2026 Hard vs. Noise: Resolving Hard-Noisy Sample Confusion in Recommender Systems via Large Language Models AAAI 2026 HCMUS_The Fangs at AbjadStyleTransfer Shared Task: Learning to Query Style, Contrastive Representations for Zero-Shot Arabic Authorship Style Transfer EACL 2026 Heterogeneous Uncertainty-Guided Composed Image Retrieval with Fine-Grained Probabilistic Learning AAAI 2026 Heterophily-aware Contrastive Learning for Heterophilic Hypergraphs AAAI 2026 Hierarchical Cross-View Alignment for Multi-View Clustering via Decoupled Information Distillation AAAI 2026 HiMo-CLIP: Modeling Semantic Hierarchy and Monotonicity in Vision-Language Alignment AAAI 2026 HTG-GCL: Leveraging Hierarchical Topological Granularity from Cellular Complexes for Graph Contrastive Learning AAAI 2026 HyCoRA: Hyper-Contrastive Role-Adaptive Learning for Role-Playing AAAI 2026 HyperAim: Hypergraph Contrastive Learning with Adaptive Multi-frequency Filters AAAI 2026