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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

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

Modeling Turn-Taking with Semantically Informed Gestures EACL 2026

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

Towards Distance-Invariant Radio Frequency Fingerprinting via Augmented Unsupervised Learning 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

GenePheno: Interpretable Gene Knockout-Induced Phenotype Abnormality Prediction from Gene Sequences AAAI 2026

RABot: Reinforcement-Guided Graph Augmentation for Imbalanced and Noisy Social Bot Detection AAAI 2026

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

DIFT: Protecting Contrastive Learning Against Data Poisoning Backdoor Attacks AAAI 2026

Dep-MAP: A Multi-level Alignment Framework with Semantic Prototypes for Video-based Automatic Depression Assessment AAAI 2026

SEMC: Structure-Enhanced Mixture-of-Experts Contrastive Learning for Ultrasound Standard Plane Recognition AAAI 2026

Thinking Aesthetics Assessment of Image Color Temperature: Models, Datasets and Benchmarks AAAI 2026

uCLIP: Parameter-Efficient Multilingual Extension of Vision-Language Models with Unpaired Data AAAI 2026

Skeletons Speak Louder than Text: A Motion-Aware Pretraining Paradigm for Video-Based Person Re-Identification AAAI 2026

Instance-Guided Scene Adaptation for Unsupervised Person Search AAAI 2026

Adversarial Fair Incomplete Multi-View Clustering AAAI 2026

Noisy Correspondence Learning with Modality Gap Direction Correction AAAI 2026

Learning to Tell Apart: Weakly Supervised Video Anomaly Detection via Disentangled Semantic Alignment AAAI 2026

DC-SPAN: A Dual Contrastive Attention Network for Multi-View Clustering AAAI 2026