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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

Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings NIPS 2022
Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation EMNLP 2022
Learning To Imagine: Diversify Memory for Incremental Learning Using Unlabeled Data CVPR 2022
On Finite-Sample Identifiability of Contrastive Learning-Based Nonlinear Independent Component Analysis ICML 2022
Contrastive Mixture of Posteriors for Counterfactual Inference, Data Integration and Fairness ICML 2022
Gaussian Mixture Variational Autoencoder with Contrastive Learning for Multi-Label Classification ICML 2022
Investigating the Performance of Transformer-Based NLI Models on Presuppositional Inferences COLING 2022
SCS-Co: Self-Consistent Style Contrastive Learning for Image Harmonization CVPR 2022
UBoCo: Unsupervised Boundary Contrastive Learning for Generic Event Boundary Detection CVPR 2022
PCL: Proxy-Based Contrastive Learning for Domain Generalization CVPR 2022
ContrastMask: Contrastive Learning To Segment Every Thing CVPR 2022
Semi-Supervised Semantic Segmentation With Error Localization Network CVPR 2022
CLMLF:A Contrastive Learning and Multi-Layer Fusion Method for Multimodal Sentiment Detection NAACL 2022
Label Refinement via Contrastive Learning for Distantly-Supervised Named Entity Recognition NAACL 2022
ZusammenQA: Data Augmentation with Specialized Models for Cross-lingual Open-retrieval Question Answering System NAACL 2022
Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning EMNLP 2022
ZhichunRoad at SemEval-2022 Task 2: Adversarial Training and Contrastive Learning for Multiword Representations NAACL 2022
Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy CVPR 2022
Unpaired Deep Image Deraining Using Dual Contrastive Learning CVPR 2022
BioLORD: Learning Ontological Representations from Definitions for Biomedical Concepts and their Textual Descriptions EMNLP 2022
Geometric Anchor Correspondence Mining With Uncertainty Modeling for Universal Domain Adaptation CVPR 2022
Revisiting Domain Generalized Stereo Matching Networks From a Feature Consistency Perspective CVPR 2022
Self-supervised Rewiring of Pre-trained Speech Encoders:Towards Faster Fine-tuning with Less Labels in Speech Processing EMNLP 2022
Original Content Is All You Need! an Empirical Study on Leveraging Answer Summary for WikiHowQA Answer Selection Task COLING 2022
Table-based Fact Verification with Self-labeled Keypoint Alignment COLING 2022