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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

Balanced and Hierarchical Relation Learning for One-Shot Object Detection CVPR 2022
CRIS: CLIP-Driven Referring Image Segmentation CVPR 2022
English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings EMNLP 2022
Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database EMNLP 2022
PromptBERT: Improving BERT Sentence Embeddings with Prompts EMNLP 2022
UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition EMNLP 2022
Query-based Instance Discrimination Network for Relational Triple Extraction EMNLP 2022
COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval CVPR 2022
Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders EMNLP 2022
Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings EMNLP 2022
Let the CAT out of the bag: Contrastive Attributed explanations for Text EMNLP 2022
Tiny-NewsRec: Effective and Efficient PLM-based News Recommendation EMNLP 2022
Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation EMNLP 2022
Contrastive Learning enhanced Author-Style Headline Generation EMNLP 2022
Generative Aspect-Based Sentiment Analysis with Contrastive Learning and Expressive Structure EMNLP 2022
Intra-Inter Subject Self-Supervised Learning for Multivariate Cardiac Signals AAAI 2022
ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification AAAI 2022
Improved Text Classification via Contrastive Adversarial Training AAAI 2022
Contrast-Enhanced Semi-supervised Text Classification with Few Labels AAAI 2022
UniXcoder: Unified Cross-Modal Pre-training for Code Representation ACL 2022
Self-Supervised Learning with Multi-Target Contrastive Coding for Non-Native Acoustic Modeling of Mispronunciation Verification INTERSPEECH 2022
Augment with Care: Contrastive Learning for Combinatorial Problems ICML 2022
UCTopic: Unsupervised Contrastive Learning for Phrase Representations and Topic Mining ACL 2022
Normalized Contrastive Learning for Text-Video Retrieval EMNLP 2022
QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation EMNLP 2022