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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Hierarchical Cross-View Alignment for Multi-View Clustering via Decoupled Information Distillation AAAI 2026

Gotta Hear Them All: Towards Sound Source Aware Audio Generation AAAI 2026

Self-Enhanced Image Clustering with Cross-Modal Semantic Consistency AAAI 2026

DarkFarseer: Robust Spatio-Temporal Kriging Under Graph Sparsity and Noise AAAI 2026

PCSR: Pseudo-label Consistency-Guided Sample Refinement for Noisy Correspondence Learning AAAI 2026

DisCo DETR: Distance-aware Multi-view Contrastive Learning for DETR Pre-training AAAI 2026

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

To Align or Not to Align: Strategic Multimodal Representation Alignment for Optimal Performance AAAI 2026

ConLID: Supervised Contrastive Learning for Low-Resource Language Identification EACL 2026

HaNa: Hardness and Noise-Aware Robust Cross-modal Retrieval AAAI 2026

ReflectiveRAG: Rethinking Adaptivity in Retrieval-Augmented Generation EACL 2026

Leveraging Visual Blur Perception Characteristics for EEG Decoding AAAI 2026

Modeling Turn-Taking with Semantically Informed Gestures EACL 2026

GATCL: An Adaptive Contrastive Learning Framework Based on MHGAT for Spatial Domain Identification in Spatial Transcriptomics AAAI 2026

HCMUS_The Fangs at AbjadStyleTransfer Shared Task: Learning to Query Style, Contrastive Representations for Zero-Shot Arabic Authorship Style Transfer EACL 2026

VTD-CLIP: Video-to-Text Discretization via Prompting CLIP AAAI 2026

Domain-Aware Multi-View Contrastive Representation Learning for Protein Subcellular Localization Prediction AAAI 2026

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

Sat2Flow: A Structure-Aware Diffusion Framework for Human Flow Generation from Satellite Imagery AAAI 2026

Safety Alignment of Large Language Models via Contrasting Safe and Harmful Distributions AAAI 2026

A Disease-Aware Dual-Stage Framework for Chest X-ray Report Generation AAAI 2026

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

Towards Better Code Understanding in Decoder-Only Models with Contrastive Learning AAAI 2026

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

Instance-Guided Scene Adaptation for Unsupervised Person Search AAAI 2026