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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

Not All Negatives are Equal: Label-Aware Contrastive Loss for Fine-grained Text Classification EMNLP 2021
A Theory-Driven Self-Labeling Refinement Method for Contrastive Representation Learning NIPS 2021
COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining NIPS 2021
Improved Meta-Learning Training for Speaker Verification INTERSPEECH 2021
Multi-Level Transfer Learning from Near-Field to Far-Field Speaker Verification INTERSPEECH 2021
ReSSL: Relational Self-Supervised Learning with Weak Augmentation NIPS 2021
Intriguing Properties of Contrastive Losses NIPS 2021
Self-Supervised Learning Disentangled Group Representation as Feature NIPS 2021
TTT++: When Does Self-Supervised Test-Time Training Fail or Thrive? NIPS 2021
Robust Contrastive Learning Using Negative Samples with Diminished Semantics NIPS 2021
Divide and Contrast: Self-Supervised Learning From Uncurated Data ICCV 2021
Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection EMNLP 2021
Contrastive Laplacian Eigenmaps NIPS 2021
Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction EMNLP 2021
Learning Cross-Modal Contrastive Features for Video Domain Adaptation ICCV 2021
CROCS: Clustering and Retrieval of Cardiac Signals Based on Patient Disease Class, Sex, and Age NIPS 2021
Teaching an Active Learner with Contrastive Examples NIPS 2021
Towards Multi-Grained Explainability for Graph Neural Networks NIPS 2021
Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background Mixing NIPS 2021
RandomRooms: Unsupervised Pre-Training From Synthetic Shapes and Randomized Layouts for 3D Object Detection ICCV 2021
Adaptive Adversarial Network for Source-Free Domain Adaptation ICCV 2021
Unsupervised Few-Shot Action Recognition via Action-Appearance Aligned Meta-Adaptation ICCV 2021
Product1M: Towards Weakly Supervised Instance-Level Product Retrieval via Cross-Modal Pretraining ICCV 2021
A Broad Study on the Transferability of Visual Representations With Contrastive Learning ICCV 2021
Efficient Contrastive Learning via Novel Data Augmentation and Curriculum Learning EMNLP 2021