人気の記事一覧
Bridging Mini-Batch and Asymptotic Analysis in Contrastive Learning: From InfoNCE to Kernel-Based Losses
Contrastive Dual-Interaction Graph Neural Network for Molecular Property Prediction
SCDNet: Self-supervised Learning Feature-based Speaker Change Detection
Towards Ontology-Enhanced Representation Learning for Large Language Models
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models
Supervised Contrastive Learning for Snapshot Spectral Imaging Face Anti-Spoofing
Analysis of Atom-level pretraining with Quantum Mechanics (QM) data for Graph Neural Networks Molecular property models
UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning
AsCL: An Asymmetry-sensitive Contrastive Learning Method for Image-Text Retrieval with Cross-Modal Fusion
The Platonic Representation Hypothesis
MediFact at MEDIQA-M3G 2024: Medical Question Answering in Dermatology with Multimodal Learning
ConPro: Learning Severity Representation for Medical Images using Contrastive Learning and Preference Optimization
BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers
Retrieval Augmented Generation for Domain-specific Question Answering
Improving Pediatric Pneumonia Diagnosis with Adult Chest X-ray Images Utilizing Contrastive Learning and Embedding Similarity
Towards Graph Foundation Models: A Survey and Beyond
