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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

Scaling Multimodal Pre-Training via Cross-Modality Gradient Harmonization NIPS 2022
Efficient Document Retrieval by End-to-End Refining and Quantizing BERT Embedding with Contrastive Product Quantization EMNLP 2022
A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity Recognition ACL 2022
Incremental Intent Detection for Medical Domain with Contrast Replay Networks ACL 2022
Learning Contrastive Embedding in Low-Dimensional Space NIPS 2022
ElasticMVS: Learning elastic part representation for self-supervised multi-view stereopsis NIPS 2022
How Mask Matters: Towards Theoretical Understandings of Masked Autoencoders NIPS 2022
A Self-Supervised Mixed-Curvature Graph Neural Network AAAI 2022
CoCoS: Enhancing Semi-supervised Learning on Graphs with Unlabeled Data via Contrastive Context Sharing AAAI 2022
Max-Margin Contrastive Learning AAAI 2022
Generalizable Implicit Hate Speech Detection Using Contrastive Learning COLING 2022
Multi-Marginal Contrastive Learning for Multi-Label Subcellular Protein Localization CVPR 2022
FCGCL: Fine- and Coarse-Granularity Contrastive Learning for Speech Translation EMNLP 2022
Density-driven Regularization for Out-of-distribution Detection NIPS 2022
How Well Do Unsupervised Learning Algorithms Model Human Real-time and Life-long Learning? NIPS 2022
Label-invariant Augmentation for Semi-Supervised Graph Classification NIPS 2022
Dual-Curriculum Contrastive Multi-Instance Learning for Cancer Prognosis Analysis with Whole Slide Images NIPS 2022
Why do We Need Large Batchsizes in Contrastive Learning? A Gradient-Bias Perspective NIPS 2022
Generalized Laplacian Eigenmaps NIPS 2022
A Tale of Color Variants: Representation and Self-Supervised Learning in Fashion E-commerce AAAI 2022
Enhanced Representation with Contrastive Loss for Long-Tail Query Classification in e-commerce ACL 2022
A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction ACL 2022
TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval ACL 2022
Incorporating Bias-aware Margins into Contrastive Loss for Collaborative Filtering NIPS 2022
Embed and Emulate: Learning to estimate parameters of dynamical systems with uncertainty quantification NIPS 2022