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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

Context-Based Contrastive Learning for Scene Text Recognition AAAI 2022
Learning Contrastive Multi-View Graphs for Recommendation (Student Abstract) AAAI 2022
Contrastive Personalization Approach to Suspect Identification (Student Abstract) AAAI 2022
AMOA: Global Acoustic Feature Enhanced Modal-Order-Aware Network for Multimodal Sentiment Analysis COLING 2022
A Contrastive Cross-Channel Data Augmentation Framework for Aspect-Based Sentiment Analysis COLING 2022
Contrastive Learning as Goal-Conditioned Reinforcement Learning NIPS 2022
Contrastive Data and Learning for Natural Language Processing NAACL 2022
Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense Retrieval IJCAI 2022
DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning IJCAI 2022
A Benchmark Study of Contrastive Learning for Arabic Social Meaning EMNLP 2022
BioSimCSE: BioMedical Sentence Embeddings using Contrastive learning EMNLP 2022
Coherent Long Text Generation by Contrastive Soft Prompt EMNLP 2022
Differentiable Data Augmentation for Contrastive Sentence Representation Learning EMNLP 2022
Learning from Students: Online Contrastive Distillation Network for General Continual Learning IJCAI 2022
Multi-level Consistency Learning for Semi-supervised Domain Adaptation IJCAI 2022
Absolute Wrong Makes Better: Boosting Weakly Supervised Object Detection via Negative Deterministic Information IJCAI 2022
Enhancing Sequential Recommendation with Graph Contrastive Learning IJCAI 2022
Generative Data Augmentation with Contrastive Learning for Zero-Shot Stance Detection EMNLP 2022
RelCLIP: Adapting Language-Image Pretraining for Visual Relationship Detection via Relational Contrastive Learning EMNLP 2022
MedCLIP: Contrastive Learning from Unpaired Medical Images and Text EMNLP 2022
Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning EMNLP 2022
Conversation Disentanglement with Bi-Level Contrastive Learning EMNLP 2022
Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification ACL 2022
Conditional Supervised Contrastive Learning for Fair Text Classification EMNLP 2022
Searching for Fine-Grained Queries in Radiology Reports Using Similarity-Preserving Contrastive Embedding MLHC 2022