← Learning Types
Machine Learning › Learning Types ›

Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Self-Supervised Learning for Place Representation Generalization Across Appearance Changes WACV 2024
Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation CVPR 2024
MLIP: Enhancing Medical Visual Representation with Divergence Encoder and Knowledge-guided Contrastive Learning CVPR 2024
CONFORM: Contrast is All You Need for High-Fidelity Text-to-Image Diffusion Models CVPR 2024
Building a Strong Pre-Training Baseline for Universal 3D Large-Scale Perception CVPR 2024
Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Compositional Understanding CVPR 2024
Contrastive Denoising Score for Text-guided Latent Diffusion Image Editing CVPR 2024
MaskCLR: Attention-Guided Contrastive Learning for Robust Action Representation Learning CVPR 2024
Abductive Ego-View Accident Video Understanding for Safe Driving Perception CVPR 2024
ECLIPSE: A Resource-Efficient Text-to-Image Prior for Image Generations CVPR 2024
Prompt Augmentation for Self-supervised Text-guided Image Manipulation CVPR 2024
Learning Vision from Models Rivals Learning Vision from Data CVPR 2024
SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation Imagery CVPR 2024
AMEND: Adaptive Margin and Expanded Neighborhood for Efficient Generalized Category Discovery WACV 2024
RMFER: Semi-Supervised Contrastive Learning for Facial Expression Recognition With Reaction Mashup Video WACV 2024
Robust Unsupervised Domain Adaptation Through Negative-View Regularization WACV 2024
Activity-Based Early Autism Diagnosis Using a Multi-Dataset Supervised Contrastive Learning Approach WACV 2024
A White-Box False Positive Adversarial Attack Method on Contrastive Loss Based Offline Handwritten Signature Verification Models AISTATS 2024
VOLTAGE: A Versatile Contrastive Learning based OCR Methodology for ultra low-resource scripts through Auto Glyph Feature Extraction EACL 2024
Bootstrap Your Own PLM: Boosting Semantic Features of PLMs for Unsuperivsed Contrastive Learning EACL 2024
Simple Temperature Cool-down in Contrastive Framework for Unsupervised Sentence Representation Learning EACL 2024
Improving Multimodal Classification of Social Media Posts by Leveraging Image-Text Auxiliary Tasks EACL 2024
Learning High-Quality and General-Purpose Phrase Representations EACL 2024
Morality is Non-Binary: Building a Pluralist Moral Sentence Embedding Space using Contrastive Learning EACL 2024
Capturing the Relationship Between Sentence Triplets for LLM and Human-Generated Texts to Enhance Sentence Embeddings EACL 2024