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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Online Multi-Relational Clustering with Dominant View Mining AAAI 2026
Towards Better Code Understanding in Decoder-Only Models with Contrastive Learning 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
Explainable Melanoma Diagnosis with Contrastive Learning and LLM-based Report Generation 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
MolSight: Optical Chemical Structure Recognition with SMILES Pretraining, Multi-Granularity Learning and Reinforcement Learning AAAI 2026
Quantifying the Potential to Escape Filter Bubbles: A Behavior-Aware Measure via Contrastive Simulation AAAI 2026
Towards LLM-Empowered Knowledge Tracing via LLM-Student Hierarchical Behavior Alignment in Hyperbolic Space AAAI 2026
Hard vs. Noise: Resolving Hard-Noisy Sample Confusion in Recommender Systems via Large Language Models AAAI 2026
TGCA-LLM: Time-Aware Graph-Text Contrastive Alignment for Enhancing LLMs in Temporal Knowledge Graph Completion AAAI 2026
HiMo-CLIP: Modeling Semantic Hierarchy and Monotonicity in Vision-Language Alignment AAAI 2026
Learning from Scoring Disagreements: Contrastive Error Mining for Efficient and Robust LLM-based Assessment AAAI 2026
The Silent Amplifier: In-Context Examples Fuel Bias in Large Language Models AAAI 2026
Learning Depth from Past Selves: Self-Evolution Contrast for Robust Depth Estimation AAAI 2026
UniC-Lift: Unified 3D Instance Segmentation via Contrastive Learning AAAI 2026
GeoCoBox: Box-supervised 3D Tumor Segmentation via Geometric Co-embedding AAAI 2026
Bootstrap Your Own Views: Masked Ego-Exo Modeling for Fine-grained View-invariant Video Representations CVPR 2025
LoRACLR: Contrastive Adaptation for Customization of Diffusion Models CVPR 2025
Less Attention is More: Prompt Transformer for Generalized Category Discovery CVPR 2025
Multi-Modal Contrastive Masked Autoencoders: A Two-Stage Progressive Pre-training Approach for RGBD Datasets CVPR 2025
Rethinking End-to-End 2D to 3D Scene Segmentation in Gaussian Splatting CVPR 2025
Instruct-CLIP: Improving Instruction-Guided Image Editing with Automated Data Refinement Using Contrastive Learning CVPR 2025
STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification CVPR 2025