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contrastive learning

4032 papers

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Also known as

CL

Co-occurring keywords

representation learning (6206) self-supervised learning (3777) multimodal learning (4645) unsupervised learning (3264) graph neural network (3962) vision-language model (2348) zero-shot learning (3650) domain adaptation (4595) large language model (13587) transfer learning (5449)

Papers

Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence Embedding EMNLP 2022
Bridge-Prompt: Towards Ordinal Action Understanding in Instructional Videos CVPR 2022
Efficient Zero-shot Event Extraction with Context-Definition Alignment EMNLP 2022
FairVFL: A Fair Vertical Federated Learning Framework with Contrastive Adversarial Learning NIPS 2022
Towards Versatile Pedestrian Detector with Multisensory-Matching and Multispectral Recalling Memory AAAI 2022
DArch: Dental Arch Prior-Assisted 3D Tooth Instance Segmentation With Weak Annotations CVPR 2022
Vision-Language Pre-Training With Triple Contrastive Learning CVPR 2022
Multilingual Molecular Representation Learning via Contrastive Pre-training ACL 2022
A Closer Look at Few-Shot Image Generation CVPR 2022
Improving Word Translation via Two-Stage Contrastive Learning ACL 2022
When does CLIP generalize better than unimodal models? When judging human-centric concepts ACL 2022
MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning ACL 2022
Unsupervised Representation for Semantic Segmentation by Implicit Cycle-Attention Contrastive Learning AAAI 2022
HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction ACL 2022
CoCoA-MT: A Dataset and Benchmark for Contrastive Controlled MT with Application to Formality NAACL 2022
Trading Hard Negatives and True Negatives: A Debiased Contrastive Collaborative Filtering Approach IJCAI 2022
Graph Enhanced Contrastive Learning for Radiology Findings Summarization ACL 2022
Delving into Sequential Patches for Deepfake Detection NIPS 2022
Contrastive Graph Structure Learning via Information Bottleneck for Recommendation NIPS 2022
Contrastive Adapters for Foundation Model Group Robustness NIPS 2022
Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization NIPS 2022
CoCGAN: Contrastive Learning for Adversarial Category Text Generation COLING 2022
Meta-CQG: A Meta-Learning Framework for Complex Question Generation over Knowledge Bases COLING 2022
Robust Contrastive Learning Against Noisy Views CVPR 2022
Label-Efficient Self-Supervised Speaker Verification With Information Maximization and Contrastive Learning INTERSPEECH 2022