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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

Class-Aware Distribution Alignment based Unsupervised Domain Adaptation for Speaker Verification INTERSPEECH 2022
CoCoID: Learning Contrastive Representations and Compact Clusters for Semi-Supervised Intent Discovery EMNLP 2022
Facilitating Contrastive Learning of Discourse Relational Senses by Exploiting the Hierarchy of Sense Relations EMNLP 2022
Can Semantic Labels Assist Self-Supervised Visual Representation Learning? AAAI 2022
Improving Spoken Language Understanding with Cross-Modal Contrastive Learning INTERSPEECH 2022
Keyword Spotting with Synthetic Data using Heterogeneous Knowledge Distillation INTERSPEECH 2022
Cross-modal Transfer Learning via Multi-grained Alignment for End-to-End Spoken Language Understanding INTERSPEECH 2022
Induce Spoken Dialog Intents via Deep Unsupervised Context Contrastive Clustering INTERSPEECH 2022
Hierarchically Decoupled Spatial-Temporal Contrast for Self-Supervised Video Representation Learning WACV 2022
Contrastive Learning with Expectation-Maximization for Weakly Supervised Phrase Grounding EMNLP 2022
Towards Better Document-level Relation Extraction via Iterative Inference EMNLP 2022
Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework EMNLP 2022
Multi-Centroid Representation Network for Domain Adaptive Person Re-ID AAAI 2022
Mutual Contrastive Learning for Visual Representation Learning AAAI 2022
Unsupervised Data Selection via Discrete Speech Representation for ASR INTERSPEECH 2022
Patch-Level Representation Learning for Self-Supervised Vision Transformers CVPR 2022
Contrastive Visual Semantic Pretraining Magnifies the Semantics of Natural Language Representations ACL 2022
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval ACL 2022
Controlled Text Generation Using Dictionary Prior in Variational Autoencoders ACL 2022
Learning to Hash Naturally Sorts IJCAI 2022
A Simple Data Mixing Prior for Improving Self-Supervised Learning CVPR 2022
Contrastive Demonstration Tuning for Pre-trained Language Models EMNLP 2022
CodeRetriever: A Large Scale Contrastive Pre-Training Method for Code Search EMNLP 2022
Region-level Contrastive and Consistency Learning for Semi-Supervised Semantic Segmentation IJCAI 2022
One-Bit Active Query With Contrastive Pairs CVPR 2022