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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Directing Uncertainty-Aware Information Flow for Robust Diffusion Prediction AAAI 2026

Refinement Contrastive Learning of Cell–Gene Associations for Unsupervised Cell Type Identification AAAI 2026

Enhancing Multimodal Misinformation Detection by Replaying the Whole Story from Image Modality Perspective AAAI 2026

Generalizable Drug–Target Interaction Prediction via ESM-2 Representations and Progressive Contrastive Curriculum Learning AAAI 2026

GROVER: Graph-guided Representation of Omics and Vision with Expert Regulation for Adaptive Spatial Multi-omics Fusion AAAI 2026

Mitigating Object and Action Hallucinations in Multimodal LLMs via Self-Augmented Contrastive Alignment WACV 2026

Learning Beyond Labels: Self-Supervised Handwritten Text Recognition WACV 2026

Beyond the Encoder: Joint Encoder-Decoder Contrastive Pre-Training Improves Dense Prediction WACV 2026

Tables Guide Vision: Learning to See the Heart through Tabular Data WACV 2026

One-Shot Fine-Grained Re-Identification of Paint Marked Honey Bees using Vision Foundation Models WACV 2026

Non-Aligned Reference Image Quality Assessment for Novel View Synthesis WACV 2026

ExDDV: A New Dataset for Explainable Deepfake Detection in Video WACV 2026

Robust Scene Coordinate Regression via Geometrically-Consistent Global Descriptors WACV 2026

SegMo: Segment-aligned Text to 3D Human Motion Generation WACV 2026

Divide and Refine: Enhancing Multimodal Representation and Explainability for Emotion Recognition in Conversation WACV 2026

Non-Contact Blood Pressure Estimation from Face Videos via Physiology-Aware Contrastive Learning WACV 2026

Cluster-Guided Adversarial Perturbations for Robust Contrastive Learning WACV 2026

KG-CRAFT: Knowledge Graph-based Contrastive Reasoning with LLMs for Enhancing Automated Fact-checking EACL 2026

ReflectiveRAG: Rethinking Adaptivity in Retrieval-Augmented Generation EACL 2026

Negative Sampling Techniques in Dense Retrieval: A Survey EACL 2026

Who You Are, What You Say: Intra- and Inter- Context Personality for Emotion Recognition in Conversation EACL 2026

FAID: Fine-grained AI-generated Text Detection using Multi-task Auxiliary and Multi-level Contrastive Learning EACL 2026

NileUn at AbjadGenEval Shared Task: Contrastive Learning with Stacking Ensemble for Efficient Arabic AI-Generated Text Detection EACL 2026

One Sentence, Two Embeddings: Contrastive Learning of Explicit and Implicit Semantic Representations EACL 2026

Breaking the Modality Barrier: Generative Modeling for Accurate Molecule Retrieval from Mass Spectra AAAI 2026