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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

CuCo: Graph Representation with Curriculum Contrastive Learning IJCAI 2021
Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup IJCNLP 2021
UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning IJCNLP 2021
Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning IJCNLP 2021
Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision IJCNLP 2021
xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering IJCNLP 2021
ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning IJCNLP 2021
Contrastive learning of strong-mixing continuous-time stochastic processes AISTATS 2021
CLAR: Contrastive Learning of Auditory Representations AISTATS 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision ICML 2021
Hierarchical Self-supervised Augmented Knowledge Distillation IJCAI 2021
Temporal Context Aggregation for Video Retrieval With Contrastive Learning WACV 2021
Self-Damaging Contrastive Learning ICML 2021
Towards Domain-Agnostic Contrastive Learning ICML 2021
MOTIF-Driven Contrastive Learning of Graph Representations AAAI 2021
Enhancing Audio-Visual Association with Self-Supervised Curriculum Learning AAAI 2021
Towards Effective Context for Meta-Reinforcement Learning: an Approach based on Contrastive Learning AAAI 2021
Towards Compact Single Image Super-Resolution via Contrastive Self-distillation IJCAI 2021
RetCL: A Selection-based Approach for Retrosynthesis via Contrastive Learning IJCAI 2021
Deep Adaptive Design: Amortizing Sequential Bayesian Experimental Design ICML 2021
Neighborhood Contrastive Learning Applied to Online Patient Monitoring ICML 2021
Decoupling Representation Learning from Reinforcement Learning ICML 2021
Contrastive and Generative Graph Convolutional Networks for Graph-based Semi-Supervised Learning AAAI 2021
Controllable Guarantees for Fair Outcomes via Contrastive Information Estimation AAAI 2021
Gradient Regularized Contrastive Learning for Continual Domain Adaptation AAAI 2021