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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Improving BGE-M3 Multilingual Dense Embeddings for Nigerian Low Resource Languages EMNLP 2025
A Tale of Two Classes: Adapting Supervised Contrastive Learning to Binary Imbalanced Datasets CVPR 2025
Enhancing Multimodal Affective Analysis with Learned Live Comment Features AAAI 2025
Foley-Flow: Coordinated Video-to-Audio Generation with Masked Audio-Visual Alignment and Dynamic Conditional Flows CVPR 2025
VladVA: Discriminative Fine-tuning of LVLMs CVPR 2025
Weakly Supervised Contrastive Adversarial Training for Learning Robust Features from Semi-supervised Data CVPR 2025
Enhancing Multivariate Time-Series Domain Adaptation via Contrastive Frequency Graph Discovery and Language-Guided Adversary Alignment AAAI 2025
Thought-Path Contrastive Learning via Premise-Oriented Data Augmentation for Logical Reading Comprehension AAAI 2025
Less Attention is More: Prompt Transformer for Generalized Category Discovery CVPR 2025
Bootstrap Your Own Views: Masked Ego-Exo Modeling for Fine-grained View-invariant Video Representations CVPR 2025
STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification CVPR 2025
A Dual Contrastive Learning Framework for Enhanced Hate Speech Detection in Low-Resource Languages COLING 2025
KGCL: Knowledge-Enhanced Graph Contrastive Learning for Retrosynthesis Prediction Based on Molecular Graph Editing IJCAI 2025
MESC-3D:Mining Effective Semantic Cues for 3D Reconstruction from a Single Image CVPR 2025
A Context-Aware Contrastive Learning Framework for Hateful Meme Detection and Segmentation NAACL 2025
Towards Smart Point-and-Shoot Photography CVPR 2025
MaRI: Material Retrieval Integration across Domains CVPR 2025
Deep Variational Multivariate Information Bottleneck - A Framework for Variational Losses JMLR 2025
UMFN: Unified Multi-Domain Face Normalization for Joint Cross-domain Prototype Learning and Heterogeneous Face Recognition CVPR 2025
Instruction-Tuned English to Bhojpuri Neural Machine Translation Using Contrastive Preference Optimization EMNLP 2025
Laniqo at WMT25 General Translation Task: Self-Improved and Retrieval-Augmented Translation EMNLP 2025
Sequence-level Large Language Model Training with Contrastive Preference Optimization NAACL 2025
Uncertainty-Aware Contrastive Learning with Hard Negative Sampling for Code Search Tasks AAAI 2025
Towards Multimodal Sentiment Analysis via Hierarchical Correlation Modeling with Semantic Distribution Constraints AAAI 2025
LoRACLR: Contrastive Adaptation for Customization of Diffusion Models CVPR 2025