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Curriculum Learning

136 directly classified papers

Papers per year

Papers

LaSQuE: Improved Zero-Shot Classification from Explanations Through Quantifier Modeling and Curriculum Learning ACL 2023
Pruning-Guided Curriculum Learning for Semi-Supervised Semantic Segmentation WACV 2023
Denoising Multi-Similarity Formulation: A Self-Paced Curriculum-Driven Approach for Robust Metric Learning AAAI 2023
CLUTR: Curriculum Learning via Unsupervised Task Representation Learning ICML 2023
Curriculum Learning for Self-supervised Speaker Verification INTERSPEECH 2023
Provable Advantage of Curriculum Learning on Parity Targets with Mixed Inputs NIPS 2023
Curricular Object Manipulation in LiDAR-Based Object Detection CVPR 2023
Curriculum Knowledge Distillation for Emoji-supervised Cross-lingual Sentiment Analysis EMNLP 2022
Feeding What You Need by Understanding What You Learned ACL 2022
Do Data-based Curricula Work? ACL 2022
Applying Natural Annotation and Curriculum Learning to Named Entity Recognition for Under-Resourced Languages COLING 2022
On Curriculum Learning for Commonsense Reasoning NAACL 2022
CIAug: Equipping Interpolative Augmentation with Curriculum Learning NAACL 2022
Curriculum Reinforcement Learning via Constrained Optimal Transport ICML 2022
On the Statistical Benefits of Curriculum Learning ICML 2022
Comparison and Analysis of New Curriculum Criteria for End-to-End ASR INTERSPEECH 2022
Generic and Trend-aware Curriculum Learning for Relation Extraction NAACL 2022
Curriculum-guided Abstractive Summarization for Mental Health Online Posts EMNLP 2022
GAGA: Deciphering Age-path of Generalized Self-paced Regularizer NIPS 2022
Curriculum Reinforcement Learning using Optimal Transport via Gradual Domain Adaptation NIPS 2022
Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking EMNLP 2022
Curriculum Prompt Learning with Self-Training for Abstractive Dialogue Summarization EMNLP 2022
Data Selection Curriculum for Neural Machine Translation EMNLP 2022
Learning to Perform Complex Tasks through Compositional Fine-Tuning of Language Models EMNLP 2022
The Two Dimensions of Worst-Case Training and Their Integrated Effect for Out-of-Domain Generalization CVPR 2022