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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

KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering EMNLP 2022
Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning EMNLP 2022
Class-Aware Distribution Alignment based Unsupervised Domain Adaptation for Speaker Verification INTERSPEECH 2022
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval ACL 2022
COCO-DR: Combating the Distribution Shift in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning EMNLP 2022
Deep Translation Prior: Test-Time Training for Photorealistic Style Transfer AAAI 2022
Perceiving Stroke-Semantic Context: Hierarchical Contrastive Learning for Robust Scene Text Recognition AAAI 2022
Iterative Contrast-Classify for Semi-supervised Temporal Action Segmentation AAAI 2022
Mutual Nearest Neighbor Contrast and Hybrid Prototype Self-Training for Universal Domain Adaptation AAAI 2022
Evidential Neighborhood Contrastive Learning for Universal Domain Adaptation AAAI 2022
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators AAAI 2022
SAIL: Self-Augmented Graph Contrastive Learning AAAI 2022
Learning Contrastive Embedding in Low-Dimensional Space NIPS 2022
ElasticMVS: Learning elastic part representation for self-supervised multi-view stereopsis NIPS 2022
How Mask Matters: Towards Theoretical Understandings of Masked Autoencoders NIPS 2022
ADFF: Attention Based Deep Feature Fusion Approach for Music Emotion Recognition INTERSPEECH 2022
UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition EMNLP 2022
Semantic-aware Contrastive Learning for More Accurate Semantic Parsing EMNLP 2022
Label-aware Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding EMNLP 2022
Efficient Document Retrieval by End-to-End Refining and Quantizing BERT Embedding with Contrastive Product Quantization EMNLP 2022
Generalized Laplacian Eigenmaps NIPS 2022
Molecular Contrastive Learning with Chemical Element Knowledge Graph AAAI 2022
Adversarial Examples Can Be Effective Data Augmentation for Unsupervised Machine Learning AAAI 2022
CODE: Contrastive Pre-training with Adversarial Fine-Tuning for Zero-Shot Expert Linking AAAI 2022
From Video to Images: Contrastive Pretraining for Emotion Recognition from Single Image (Student Abstract) AAAI 2022