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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

RankGen: Improving Text Generation with Large Ranking Models EMNLP 2022
Augmenting Legal Judgment Prediction with Contrastive Case Relations COLING 2022
DESED: Dialogue-based Explanation for Sentence-level Event Detection COLING 2022
DRK: Discriminative Rule-based Knowledge for Relieving Prediction Confusions in Few-shot Relation Extraction COLING 2022
SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding COLING 2022
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction ACL 2022
Contrastive Test-Time Adaptation CVPR 2022
Self-Supervised Contrastive Learning with Adversarial Perturbations for Defending Word Substitution-based Attacks NAACL 2022
Dual-AI: Dual-Path Actor Interaction Learning for Group Activity Recognition CVPR 2022
Unsupervised Learning for Human Sensing Using Radio Signals WACV 2022
Pose and Joint-Aware Action Recognition WACV 2022
Learning from Missing Relations: Contrastive Learning with Commonsense Knowledge Graphs for Commonsense Inference ACL 2022
The Past Mistake is the Future Wisdom: Error-driven Contrastive Probability Optimization for Chinese Spell Checking ACL 2022
HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction NAACL 2022
Targeted Supervised Contrastive Learning for Long-Tailed Recognition CVPR 2022
CLoSE: Contrastive Learning of Subframe Embeddings for Political Bias Classification of News Media COLING 2022
Contrast To Divide: Self-Supervised Pre-Training for Learning With Noisy Labels WACV 2022
Dual-Head Contrastive Domain Adaptation for Video Action Recognition WACV 2022
Smoothed Contrastive Learning for Unsupervised Sentence Embedding COLING 2022
Distance-Based Hyperspherical Classification for Multi-Source Open-Set Domain Adaptation WACV 2022
Contrastive Learning for Unsupervised Video Highlight Detection CVPR 2022
Mix and Localize: Localizing Sound Sources in Mixtures CVPR 2022
Pass off Fish Eyes for Pearls: Attacking Model Selection of Pre-trained Models ACL 2022
CoNT: Contrastive Neural Text Generation NIPS 2022
Leveraging Time Irreversibility with Order-Contrastive Pre-training AISTATS 2022