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Curriculum Learning

136 directly classified papers

Papers per year

Papers

IT2ACL Learning Easy-to-Hard Instructions via 2-Phase Automated Curriculum Learning for Large Language Models COLING 2024
Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning AAAI 2024
CL-MAE: Curriculum-Learned Masked Autoencoders WACV 2024
Implicit Curriculum in Procgen Made Explicit NIPS 2024
A Novel Cartography-Based Curriculum Learning Method Applied on RoNLI: The First Romanian Natural Language Inference Corpus ACL 2024
Active Learning for Abstractive Text Summarization via LLM-Determined Curriculum and Certainty Gain Maximization EMNLP 2024
PORTAL: Automatic Curricula Generation for Multiagent Reinforcement Learning AAAI 2024
Fisher Information-based Efficient Curriculum Federated Learning with Large Language Models EMNLP 2024
Curriculum Consistency Learning for Conditional Sentence Generation EMNLP 2024
Distilling Instruction-following Abilities of Large Language Models with Task-aware Curriculum Planning EMNLP 2024
Data Selection Curriculum for Abstractive Text Summarization EMNLP 2023
Learning from Children: Improving Image-Caption Pretraining via Curriculum ACL 2023
Curriculum Learning for Self-supervised Speaker Verification INTERSPEECH 2023
Non-compositional Expression Generation Based on Curriculum Learning and Continual Learning EMNLP 2023
Thai Dialect Corpus and Transfer-based Curriculum Learning Investigation for Dialect Automatic Speech Recognition INTERSPEECH 2023
Deeply Supervised Curriculum Learning for Deep Neural Network-based Sound Source Localization INTERSPEECH 2023
Denoising Multi-Similarity Formulation: A Self-Paced Curriculum-Driven Approach for Robust Metric Learning AAAI 2023
Auxiliary Modality Learning with Generalized Curriculum Distillation ICML 2023
Iterative Teaching by Data Hallucination AISTATS 2023
EfficientTrain: Exploring Generalized Curriculum Learning for Training Visual Backbones ICCV 2023
Fast and Efficient Multilingual Self-Supervised Pre-training for Low-Resource Speech Recognition INTERSPEECH 2023
Pruning-Guided Curriculum Learning for Semi-Supervised Semantic Segmentation WACV 2023
Easy-to-Hard Learning for Information Extraction ACL 2023
Ling-CL: Understanding NLP Models through Linguistic Curricula EMNLP 2023
Curricular Object Manipulation in LiDAR-Based Object Detection CVPR 2023