Contrastive Learning

Subspace-Aware Graph Construction and Contrastive Alignment for Multimodal Recommendation with Large Language Models AAAI 2026 Symmetry-Aware Transformer Training for Automated Planning AAAI 2026 Tables Guide Vision: Learning to See the Heart through Tabular Data WACV 2026 Targeting Borderline Fraudsters: Multi-View Hypergraph Fraud Detection with LLM-Guided Contrastive Learning AAAI 2026 TermGPT: Multi-Level Contrastive Fine-Tuning for Terminology Adaptation in Legal and Financial Domains AAAI 2026 TGCA-LLM: Time-Aware Graph-Text Contrastive Alignment for Enhancing LLMs in Temporal Knowledge Graph Completion AAAI 2026 The Finer the Better: Towards Granular-aware Open-set Domain Generalization AAAI 2026 The Silent Amplifier: In-Context Examples Fuel Bias in Large Language Models AAAI 2026 Thinking Aesthetics Assessment of Image Color Temperature: Models, Datasets and Benchmarks AAAI 2026 Time-Frequency Augmented Multi-level Contrastive Clustering for Time Series AAAI 2026 Time Series Class-Incremental Learning via Confidence-guided Mask Distillation and Prototype-guided Contrastive Learning AAAI 2026 To Align or Not to Align: Strategic Multimodal Representation Alignment for Optimal Performance AAAI 2026 TopoCL: Topological Contrastive Learning for Medical Imaging CVPR 2026 Towards Better Code Understanding in Decoder-Only Models with Contrastive Learning AAAI 2026 Towards Distance-Invariant Radio Frequency Fingerprinting via Augmented Unsupervised Learning AAAI 2026 Towards LLM-Empowered Knowledge Tracing via LLM-Student Hierarchical Behavior Alignment in Hyperbolic Space AAAI 2026 TriFusion-IDS: A Multimodal Graph-Tabular-Text Contrastive Framework for Cross-Dataset Intrusion Detection AAAI 2026 Trustworthy Classification for Complex Social Surveys: A Memory-Enhanced Hierarchical Framework with Calibrated Uncertainty AAAI 2026 TW-CRL: Time-Weighted Contrastive Reward Learning for Efficient Inverse Reinforcement Learning AAAI 2026 uCLIP: Parameter-Efficient Multilingual Extension of Vision-Language Models with Unpaired Data AAAI 2026 UniC-Lift: Unified 3D Instance Segmentation via Contrastive Learning AAAI 2026 Unsupervised Contrastive Learning for Efficient and Robust Spectral Shape Matching AAAI 2026 Unsupervised Memorability Modeling from Tip-of-the-Tongue Retrieval Queries WACV 2026 Unsupervised Semantic Discovery via Global and Local Semantic Alignment in Multimodal Clustering AAAI 2026 Views Attention Fusion of Granular-ball Fuzzy Representations Split for Improved Multi-view Clustering AAAI 2026