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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

Knowledge Representation Learning with Contrastive Completion Coding EMNLP 2021
Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration EMNLP 2021
Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders EMNLP 2021
Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning EMNLP 2021
Exploring Task Difficulty for Few-Shot Relation Extraction EMNLP 2021
SimCSE: Simple Contrastive Learning of Sentence Embeddings EMNLP 2021
Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization EMNLP 2021
KFCNet: Knowledge Filtering and Contrastive Learning for Generative Commonsense Reasoning EMNLP 2021
Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation EMNLP 2021
Grammatical Error Correction with Contrastive Learning in Low Error Density Domains EMNLP 2021
An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling EMNLP 2021
Illinois Japanese ↔ English News Translation for WMT 2021 EMNLP 2021
Weakly Supervised Person Search With Region Siamese Networks ICCV 2021
Contrastive Learning of Global and Local Video Representations NIPS 2021
COOKIE: Contrastive Cross-Modal Knowledge Sharing Pre-Training for Vision-Language Representation ICCV 2021
Disentangled Contrastive Learning on Graphs NIPS 2021
C3-SemiSeg: Contrastive Semi-Supervised Segmentation via Cross-Set Learning and Dynamic Class-Balancing ICCV 2021
Multi-view Contrastive Graph Clustering NIPS 2021
Looking Beyond Single Images for Contrastive Semantic Segmentation Learning NIPS 2021
Provable Guarantees for Self-Supervised Deep Learning with Spectral Contrastive Loss NIPS 2021
Object-aware Contrastive Learning for Debiased Scene Representation NIPS 2021
D2C: Diffusion-Decoding Models for Few-Shot Conditional Generation NIPS 2021
Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations NIPS 2021
Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels NIPS 2021
Pairwise Supervised Contrastive Learning of Sentence Representations EMNLP 2021