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Curriculum Learning

202 papers

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Papers

Learning from Children: Improving Image-Caption Pretraining via Curriculum ACL 2023
BIOptimus: Pre-training an Optimal Biomedical Language Model with Curriculum Learning for Named Entity Recognition ACL 2023
Iterative Teaching by Data Hallucination AISTATS 2023
Curricular Object Manipulation in LiDAR-Based Object Detection CVPR 2023
C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation CVPR 2023
Ling-CL: Understanding NLP Models through Linguistic Curricula EMNLP 2023
Complexity-Guided Curriculum Learning for Text Graphs EMNLP 2023
Non-compositional Expression Generation Based on Curriculum Learning and Continual Learning EMNLP 2023
From Simple to Complex: A Progressive Framework for Document-level Informative Argument Extraction EMNLP 2023
Data Selection Curriculum for Abstractive Text Summarization EMNLP 2023
Harnessing Dataset Cartography for Improved Compositional Generalization in Transformers EMNLP 2023
When Do Curricula Work in Federated Learning? ICCV 2023
EfficientTrain: Exploring Generalized Curriculum Learning for Training Visual Backbones ICCV 2023
CLUTR: Curriculum Learning via Unsupervised Task Representation Learning ICML 2023
CRISP: Curriculum based Sequential neural decoders for Polar code family ICML 2023
Demonstration-free Autonomous Reinforcement Learning via Implicit and Bidirectional Curriculum ICML 2023
Auxiliary Modality Learning with Generalized Curriculum Distillation ICML 2023
On the Study of Curriculum Learning for Inferring Dispatching Policies on the Job Shop Scheduling IJCAI 2023
Fast and Efficient Multilingual Self-Supervised Pre-training for Low-Resource Speech Recognition INTERSPEECH 2023
Deeply Supervised Curriculum Learning for Deep Neural Network-based Sound Source Localization INTERSPEECH 2023
Thai Dialect Corpus and Transfer-based Curriculum Learning Investigation for Dialect Automatic Speech Recognition INTERSPEECH 2023
Curriculum Learning for Self-supervised Speaker Verification INTERSPEECH 2023
Pruning-Guided Curriculum Learning for Semi-Supervised Semantic Segmentation WACV 2023
Curriculum Reinforcement Learning using Optimal Transport via Gradual Domain Adaptation NIPS 2022
GAGA: Deciphering Age-path of Generalized Self-paced Regularizer NIPS 2022