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Curriculum Learning

55 directly classified papers

Papers per year

Papers

Curriculum Coarse-to-Fine Selection for High-IPC Dataset Distillation CVPR 2025
Dataset Decomposition: Faster LLM Training with Variable Sequence Length Curriculum NIPS 2024
Are U a Joke Master? Pun Generation via Multi-Stage Curriculum Learning towards a Humor LLM ACL 2024
Enhancing Alignment using Curriculum Learning & Ranked Preferences EMNLP 2024
Critical Learning Periods: Leveraging Early Training Dynamics for Efficient Data Pruning ACL 2024
HiCuLR: Hierarchical Curriculum Learning for Rhetorical Role Labeling of Legal Documents EMNLP 2024
Curriculum Point Prompting for Weakly-Supervised Referring Image Segmentation CVPR 2024
DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing AAAI 2024
Confucius: Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum AAAI 2024
Auxiliary Modality Learning with Generalized Curriculum Distillation ICML 2023
Easy Begun Is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout AAAI 2023
Harnessing Dataset Cartography for Improved Compositional Generalization in Transformers EMNLP 2023
Curriculum Learning for Graph Neural Networks: Which Edges Should We Learn First NIPS 2023
Denoising Pre-training for Machine Translation Quality Estimation with Curriculum Learning AAAI 2023
Curriculum Multi-Negative Augmentation for Debiased Video Grounding AAAI 2023
Information Maximizing Curriculum: A Curriculum-Based Approach for Learning Versatile Skills NIPS 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
On the Effectiveness of Curriculum Learning in Educational Text Scoring AAAI 2023
Provable Advantage of Curriculum Learning on Parity Targets with Mixed Inputs NIPS 2023
Complexity-Guided Curriculum Learning for Text Graphs EMNLP 2023
Do Data-based Curricula Work? ACL 2022
An Imitation Learning Curriculum for Text Editing with Non-Autoregressive Models ACL 2022
Better Language Model with Hypernym Class Prediction ACL 2022
Curriculum Learning Meets Weakly Supervised Multimodal Correlation Learning EMNLP 2022