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contrastive learning

4032 papers

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Also known as

CL

Co-occurring keywords

representation learning (6206) self-supervised learning (3777) multimodal learning (4645) unsupervised learning (3264) graph neural network (3962) vision-language model (2348) zero-shot learning (3650) domain adaptation (4595) large language model (13587) transfer learning (5449)

Papers

Contrastive General Graph Matching with Adaptive Augmentation Sampling IJCAI 2024
SwiftThief: Enhancing Query Efficiency of Model Stealing by Contrastive Learning IJCAI 2024
Graph Collaborative Expert Finding with Contrastive Learning IJCAI 2024
Enhancing Multimodal Knowledge Graph Representation Learning through Triple Contrastive Learning IJCAI 2024
Contrastive Representation Learning for Self-Supervised Taxonomy Completion IJCAI 2024
Contrastive Learning to Improve Retrieval for Real-World Fact Checking EMNLP 2024
Communicate to Play: Pragmatic Reasoning for Efficient Cross-Cultural Communication EMNLP 2024
A Simple Angle-based Approach for Contrastive Learning of Unsupervised Sentence Representation EMNLP 2024
Distilling Knowledge from Text-to-Image Generative Models Improves Visio-Linguistic Reasoning in CLIP EMNLP 2024
Teaching Tiny Minds: Exploring Methods to Enhance Knowledge Distillation for Small Language Models CONLL 2024
TOOLVERIFIER: Generalization to New Tools via Self-Verification EMNLP 2024
Embedding Dimension of Contrastive Learning and $k$-Nearest Neighbors NIPS 2024
Improving Gloss-free Sign Language Translation by Reducing Representation Density NIPS 2024
Hierarchical Object-Aware Dual-Level Contrastive Learning for Domain Generalized Stereo Matching NIPS 2024
Leveraging Catastrophic Forgetting to Develop Safe Diffusion Models against Malicious Finetuning NIPS 2024
Distilling Vision-Language Models on Millions of Videos CVPR 2024
RankMatch: Exploring the Better Consistency Regularization for Semi-supervised Semantic Segmentation CVPR 2024
Contrastive Pre-Training with Multi-View Fusion for No-Reference Point Cloud Quality Assessment CVPR 2024
Looking Similar Sounding Different: Leveraging Counterfactual Cross-Modal Pairs for Audiovisual Representation Learning CVPR 2024
SCOREQ: Speech Quality Assessment with Contrastive Regression NIPS 2024
Shallow-Deep Collaborative Learning for Unsupervised Visible-Infrared Person Re-Identification CVPR 2024
DanceAnyWay: Synthesizing Beat-Guided 3D Dances with Randomized Temporal Contrastive Learning AAAI 2024
CSSL: Contrastive Self-Supervised Learning for Dependency Parsing on Relatively Free Word Ordered and Morphologically Rich Low Resource Languages EMNLP 2024
CVT-xRF: Contrastive In-Voxel Transformer for 3D Consistent Radiance Fields from Sparse Inputs CVPR 2024
Contrastive Learning for DeepFake Classification and Localization via Multi-Label Ranking CVPR 2024