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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

Discovering COVID-19 Coughing and Breathing Patterns from Unlabeled Data Using Contrastive Learning with Varying Pre-Training Domains INTERSPEECH 2023
Attention-based Interactive Disentangling Network for Instance-level Emotional Voice Conversion INTERSPEECH 2023
Emotion-Aware Audio-Driven Face Animation via Contrastive Feature Disentanglement INTERSPEECH 2023
Relation-based Counterfactual Data Augmentation and Contrastive Learning for Robustifying Natural Language Inference Models INTERSPEECH 2023
A Simple Zero-shot Prompt Weighting Technique to Improve Prompt Ensembling in Text-Image Models ICML 2023
Not All Semantics are Created Equal: Contrastive Self-supervised Learning with Automatic Temperature Individualization ICML 2023
The Role of Entropy and Reconstruction in Multi-View Self-Supervised Learning ICML 2023
When and How Does Known Class Help Discover Unknown Ones? Provable Understanding Through Spectral Analysis ICML 2023
Patch-level Contrastive Learning via Positional Query for Visual Pre-training ICML 2023
Generalization Analysis for Contrastive Representation Learning ICML 2023
Multi-Symmetry Ensembles: Improving Diversity and Generalization via Opposing Symmetries ICML 2023
Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining ICML 2023
A Picture of the Space of Typical Learnable Tasks ICML 2023
Flexible Phase Dynamics for Bio-Plausible Contrastive Learning ICML 2023
CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification ICML 2023
Prototype-Sample Relation Distillation: Towards Replay-Free Continual Learning ICML 2023
Integrating Prior Knowledge in Contrastive Learning with Kernel ICML 2023
Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning ICML 2023
SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series ICML 2023
Mao-Zedong at SemEval-2023 Task 4: Label Represention Multi-Head Attention Model with Contrastive Learning-Enhanced Nearest Neighbor Mechanism for Multi-Label Text Classification SEMEVAL 2023
T.M. Scanlon at SemEval-2023 Task 4: Leveraging Pretrained Language Models for Human Value Argument Mining with Contrastive Learning SEMEVAL 2023
HHS at SemEval-2023 Task 10: A Comparative Analysis of Sexism Detection Based on the RoBERTa Model SEMEVAL 2023
Adapting Language-Audio Models as Few-Shot Audio Learners INTERSPEECH 2023
Answer-state Recurrent Relational Network (AsRRN) for Constructed Response Assessment and Feedback Grouping EMNLP 2023
Hallucination Detection for Grounded Instruction Generation EMNLP 2023