contrastive learning

3979 papers

Also known as

CONTRASTIVE-IDM COCLR CMS CL HINCE CPL CA CPC CLUE RINCE LCA FCL SC CACO CLR JCL ITC SCL SOFT-IC MNR CBL SOLAR SUPCON NT-XENT KCL GACL SEMCL CRS CVCL MCR DML NCCL CLKS CLIP CLAP COLAM GCL SIMCTG NCL INFONCE NCE DCL ICOL LCL CCL

Co-occurring keywords

representation learning (6174) self-supervised learning (3751) multimodal learning (4622) unsupervised learning (3255) graph neural network (3945) vision-language model (2235) zero-shot learning (3637) domain adaptation (4578) large language model (12755) transfer learning (5442)

Papers

MTP: Exploring Multimodal Urban Traffic Profiling with Modality Augmentation and Spectrum Fusion AAAI 2026

FAM: Fine-Grained Alignment Matters in Multimodal Embedding Learning with Large Vision-Language Models AAAI 2026

Debiased Cognitive Diagnosis: A Contrastive Counterfactual Modeling Method via Variational Autoencoder AAAI 2026

Diffusion-calibrated Continual Test-time Adaptation AAAI 2026

FairGC: Fostering Individual and Group Fairness for Deep Graph Clustering AAAI 2026

HALoRA: Low-Rank Adaptation with Hierarchical Budget Allocation for Efficient Vision-Language Alignment AAAI 2026

Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models AAAI 2026

Online Multi-Relational Clustering with Dominant View Mining AAAI 2026

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

Unsupervised Semantic Discovery via Global and Local Semantic Alignment in Multimodal Clustering AAAI 2026

Symmetry-Aware Transformer Training for Automated Planning AAAI 2026

SL-CBM: Enhancing Concept Bottleneck Models with Semantic Locality for Better Interpretability AAAI 2026

Dual-branch Spatial-Temporal Self-supervised Representation for Enhanced Road Network Learning AAAI 2026

Trustworthy Classification for Complex Social Surveys: A Memory-Enhanced Hierarchical Framework with Calibrated Uncertainty AAAI 2026

Foundation-Adaptive Integrated Refinement for Generalized Category Discovery AAAI 2026

LLM2CLIP: Powerful Language Model Unlocks Richer Cross-Modality Representation AAAI 2026

Learning Better UAV-Based Cross-View Object Geo-Localization from Multi-Modal Prompts: MoP-UAV Benchmark and MoPT Framework AAAI 2026

Quantifying the Potential to Escape Filter Bubbles: A Behavior-Aware Measure via Contrastive Simulation AAAI 2026

Subspace-Aware Graph Construction and Contrastive Alignment for Multimodal Recommendation with Large Language Models AAAI 2026

Region-Point Joint Representation for Effective Trajectory Similarity Learning AAAI 2026

TGCA-LLM: Time-Aware Graph-Text Contrastive Alignment for Enhancing LLMs in Temporal Knowledge Graph Completion AAAI 2026

Recovering Coherent Affective Patterns: Addressing Modality Missing in Multimodal Sentiment Analysis AAAI 2026

CMID: Towards Medical Visual Question Answering via Contrastive Mutual Information Decoding AAAI 2026

The Silent Amplifier: In-Context Examples Fuel Bias in Large Language Models AAAI 2026

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