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contrastive learning

3979 papers

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Also known as

CONTRASTIVE-IDM COCLR CMS CL HINCE CPL CA CPC CLUE RINCE LCA FCL SC CACO CLR JCL ITC SCL SOFT-IC MNR CBL SOLAR SUPCON NT-XENT KCL GACL SEMCL CRS CVCL MCR DML NCCL CLKS CLIP CLAP COLAM GCL SIMCTG NCL INFONCE NCE DCL ICOL LCL CCL

Co-occurring keywords

representation learning (6174) self-supervised learning (3751) multimodal learning (4622) unsupervised learning (3255) graph neural network (3945) vision-language model (2235) zero-shot learning (3637) domain adaptation (4578) large language model (12755) transfer learning (5442)

Papers

Clickbait Detection via Contrastive Variational Modelling of Text and Label IJCAI 2022
STNDT: Modeling Neural Population Activity with Spatiotemporal Transformers NIPS 2022
Learning to Hash Naturally Sorts IJCAI 2022
Understanding Deep Contrastive Learning via Coordinate-wise Optimization NIPS 2022
Enhanced Representation with Contrastive Loss for Long-Tail Query Classification in e-commerce ACL 2022
Mitigating the Inconsistency Between Word Saliency and Model Confidence with Pathological Contrastive Training ACL 2022
Balanced and Hierarchical Relation Learning for One-Shot Object Detection CVPR 2022
Multi-Marginal Contrastive Learning for Multi-Label Subcellular Protein Localization CVPR 2022
Let the CAT out of the bag: Contrastive Attributed explanations for Text EMNLP 2022
Exploring Set Similarity for Dense Self-Supervised Representation Learning CVPR 2022
Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning INTERSPEECH 2022
Egocentric Video-Language Pretraining NIPS 2022
Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination NIPS 2022
SelecMix: Debiased Learning by Contradicting-pair Sampling NIPS 2022
Bridging the Gap from Asymmetry Tricks to Decorrelation Principles in Non-contrastive Self-supervised Learning NIPS 2022
Unsupervised Reinforcement Learning with Contrastive Intrinsic Control NIPS 2022
OrdinalCLIP: Learning Rank Prompts for Language-Guided Ordinal Regression NIPS 2022
Contrastive Learning as Goal-Conditioned Reinforcement Learning NIPS 2022
Tiny-NewsRec: Effective and Efficient PLM-based News Recommendation EMNLP 2022
Multi-view Unsupervised Graph Representation Learning IJCAI 2022
Exploring Representation-level Augmentation for Code Search EMNLP 2022
CODER: An efficient framework for improving retrieval through COntextual Document Embedding Reranking EMNLP 2022
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings EMNLP 2022
Exploring representation learning for small-footprint keyword spotting INTERSPEECH 2022
Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation EMNLP 2022