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Contrastive Learning

403 directly classified papers

Papers per year

Papers

OpenTuringBench: An Open-Model-based Benchmark and Framework for Machine-Generated Text Detection and Attribution EMNLP 2025
MSA2: Multi-task Framework with Structure-aware and Style-adaptive Character Representation for Open-set Chinese Text Recognition ICCV 2025
RareSyn: Health Record Synthesis for Rare Disease Diagnosis EMNLP 2025
Shouth NLP at SemEval-2025 Task 7: Multilingual Fact-Checking Retrieval Using Contrastive Learning ACL 2025
Detoxifying Large Language Models via the Diversity of Toxic Samples EMNLP 2025
Contrastive Learning of Image Representations Guided by Spatial Relations WACV 2025
Symmetrical Visual Contrastive Optimization: Aligning Vision-Language Models with Minimal Contrastive Images ACL 2025
mStyleDistance: Multilingual Style Embeddings and their Evaluation ACL 2025
CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis ACL 2025
Robust Detection of Persuasion Techniques in Slavic Languages via Multitask Debiasing and Walking Embeddings ACL 2025
GigaEmbeddings — Efficient Russian Language Embedding Model ACL 2025
Instruct-CLIP: Improving Instruction-Guided Image Editing with Automated Data Refinement Using Contrastive Learning CVPR 2025
LoRACLR: Contrastive Adaptation for Customization of Diffusion Models CVPR 2025
HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning NAACL 2025
TrackVerse: A Large-Scale Object-Centric Video Dataset for Image-Level Representation Learning ICCV 2025
A Simple yet Effective Hypergraph Clustering Network IJCAI 2025
Strategy-Architecture Synergy: A Multi-View Graph Contrastive Paradigm for Consistent Representations IJCAI 2025
Robust Dataset Condensation using Supervised Contrastive Learning ICCV 2025
GECKO: Gigapixel Vision-Concept Contrastive Pretraining in Histopathology ICCV 2025
WeaveSeg: Iterative Contrast-weaving and Spectral Feature-refining for Nuclei Instance Segmentation ICCV 2025
SCAN: Bootstrapping Contrastive Pre-training for Data Efficiency ICCV 2025
Enhancing Multimodal Retrieval via Complementary Information Extraction and Alignment ACL 2025
Learning to Look at the Other Side: A Semantic Probing Study of Word Embeddings in LLMs with Enabled Bidirectional Attention ACL 2025
Parameter-Aware Contrastive Knowledge Editing: Tracing and Rectifying based on Critical Transmission Paths ACL 2025
Dual Manifold Regularization Steered Robust Representation Learning for Point Cloud Analysis AAAI 2025