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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

Can contrastive learning avoid shortcut solutions? NIPS 2021
Graph Consistency Based Mean-Teaching for Unsupervised Domain Adaptive Person Re-Identification IJCAI 2021
Mutual Information Maximization on Disentangled Representations for Differential Morph Detection WACV 2021
Learning To Hallucinate Examples From Extrinsic and Intrinsic Supervision ICCV 2021
Instance-Wise Hard Negative Example Generation for Contrastive Learning in Unpaired Image-to-Image Translation ICCV 2021
Multimodal Clustering Networks for Self-Supervised Learning From Unlabeled Videos ICCV 2021
Collaborative Unsupervised Visual Representation Learning From Decentralized Data ICCV 2021
Contrastive Learning of Image Representations With Cross-Video Cycle-Consistency ICCV 2021
Contrastive Coding for Active Learning Under Class Distribution Mismatch ICCV 2021
Contrastive Attention Maps for Self-Supervised Co-Localization ICCV 2021
Dual Contrastive Loss and Attention for GANs ICCV 2021
Contrastive Learning for Label Efficient Semantic Segmentation ICCV 2021
On the Importance of Distractors for Few-Shot Classification ICCV 2021
DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence From Box Supervision ICCV 2021
LocTex: Learning Data-Efficient Visual Representations From Localized Textual Supervision ICCV 2021
TACo: Token-Aware Cascade Contrastive Learning for Video-Text Alignment ICCV 2021
Long Short View Feature Decomposition via Contrastive Video Representation Learning ICCV 2021
Pri3D: Can 3D Priors Help 2D Representation Learning? ICCV 2021
Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification AAAI 2021
Contrastive Self-supervised Learning for Graph Classification AAAI 2021
Self-supervised Pre-training and Contrastive Representation Learning for Multiple-choice Video QA AAAI 2021
Motion-Focused Contrastive Learning of Video Representations ICCV 2021
With a Little Help From My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations ICCV 2021
LRC-BERT: Latent-representation Contrastive Knowledge Distillation for Natural Language Understanding AAAI 2021
PSSM-Distil: Protein Secondary Structure Prediction (PSSP) on Low-Quality PSSM by Knowledge Distillation with Contrastive Learning AAAI 2021