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Contrastive Learning

403 directly classified papers

Papers per year

Papers

CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis ACL 2025
mStyleDistance: Multilingual Style Embeddings and their Evaluation ACL 2025
Two Outliers at BEA 2025 Shared Task: Tutor Identity Classification using DiReC, a Two-Stage Disentangled Contrastive Representation ACL 2025
GigaEmbeddings — Efficient Russian Language Embedding Model ACL 2025
Robust Detection of Persuasion Techniques in Slavic Languages via Multitask Debiasing and Walking Embeddings ACL 2025
UoR-NCL at SemEval-2025 Task 1: Using Generative LLMs and CLIP Models for Multilingual Multimodal Idiomaticity Representation ACL 2025
THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings AAAI 2025
DivGCL: A Graph Contrastive Learning Model for Diverse Recommendation AAAI 2025
Shouth NLP at SemEval-2025 Task 7: Multilingual Fact-Checking Retrieval Using Contrastive Learning ACL 2025
Revisiting Graph Contrastive Learning on Anomaly Detection: A Structural Imbalance Perspective AAAI 2025
Contrastive Learning of Image Representations Guided by Spatial Relations WACV 2025
FlashMix: Fast Map-Free LiDAR Localization via Feature Mixing and Contrastive-Constrained Accelerated Training WACV 2025
VladVA: Discriminative Fine-tuning of LVLMs CVPR 2025
A Simple yet Effective Hypergraph Clustering Network IJCAI 2025
SemCSE: Semantic Contrastive Sentence Embeddings Using LLM-Generated Summaries For Scientific Abstracts EMNLP 2025
Contrastive Flow Matching ICCV 2025
GECKO: Gigapixel Vision-Concept Contrastive Pretraining in Histopathology ICCV 2025
O-MaMa: Learning Object Mask Matching between Egocentric and Exocentric Views ICCV 2025
The Source Image is the Best Attention for Infrared and Visible Image Fusion ICCV 2025
DALIP: Distribution Alignment-based Language-Image Pre-Training for Domain-Specific Data ICCV 2025
Detoxifying Large Language Models via the Diversity of Toxic Samples EMNLP 2025
CARFT: Boosting LLM Reasoning via Contrastive Learning with Annotated Chain-of-Thought-based Reinforced Fine-Tuning EMNLP 2025
RareSyn: Health Record Synthesis for Rare Disease Diagnosis EMNLP 2025
OpenTuringBench: An Open-Model-based Benchmark and Framework for Machine-Generated Text Detection and Attribution EMNLP 2025
Rethinking Temporal Fusion with a Unified Gradient Descent View for 3D Semantic Occupancy Prediction CVPR 2025