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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

GraphAdaMix: Enhancing Node Representations with Graph Adaptive Mixtures AISTATS 2022
Exploring the Equivalence of Siamese Self-Supervised Learning via a Unified Gradient Framework CVPR 2022
MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation EMNLP 2022
solo-learn: A Library of Self-supervised Methods for Visual Representation Learning JMLR 2022
STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing EMNLP 2022
Marginal Contrastive Correspondence for Guided Image Generation CVPR 2022
Point-Level Region Contrast for Object Detection Pre-Training CVPR 2022
It Is Okay To Not Be Okay: Overcoming Emotional Bias in Affective Image Captioning by Contrastive Data Collection CVPR 2022
3DRefTransformer: Fine-Grained Object Identification in Real-World Scenes Using Natural Language WACV 2022
Boosting Contrastive Self-Supervised Learning With False Negative Cancellation WACV 2022
Self-Supervised Video Representation Learning With Cross-Stream Prototypical Contrasting WACV 2022
Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem EMNLP 2022
Unsupervised Time-Series Representation Learning with Iterative Bilinear Temporal-Spectral Fusion ICML 2022
Contrastive Regression for Domain Adaptation on Gaze Estimation CVPR 2022
UniCon: Combating Label Noise Through Uniform Selection and Contrastive Learning CVPR 2022
Revisiting Contrastive Learning through the Lens of Neighborhood Component Analysis: an Integrated Framework ICML 2022
Utilizing Expert Features for Contrastive Learning of Time-Series Representations ICML 2022
Ambiguity-Induced Contrastive Learning for Instance-Dependent Partial Label Learning IJCAI 2022
Attributed Graph Clustering with Dual Redundancy Reduction IJCAI 2022
Contrastive Video-Language Learning with Fine-grained Frame Sampling AACL 2022
Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework EMNLP 2022
CoCoA-MT: A Dataset and Benchmark for Contrastive Controlled MT with Application to Formality NAACL 2022
CREATER: CTR-driven Advertising Text Generation with Controlled Pre-Training and Contrastive Fine-Tuning NAACL 2022
Contrastive Data and Learning for Natural Language Processing NAACL 2022
When does CLIP generalize better than unimodal models? When judging human-centric concepts ACL 2022