Curriculum Learning

HiCuLR: Hierarchical Curriculum Learning for Rhetorical Role Labeling of Legal Documents EMNLP 2024 Long-term Detection and Monitory of Chinese Urban Village Using Satellite Imagery IJCAI 2024 Robust Multi-Agent Reinforcement Learning for Autonomous Vehicle in Noisy Highway Environments ACML 2024 Training Graph Transformers via Curriculum-Enhanced Attention Distillation ICLR 2024 Verified Safe Reinforcement Learning for Neural Network Dynamic Models NeurIPS 2024 Auxiliary Modality Learning with Generalized Curriculum Distillation ICML 2023 Complexity-Guided Curriculum Learning for Text Graphs EMNLP 2023 C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation CVPR 2023 CUDA: Curriculum of Data Augmentation for Long-tailed Recognition ICLR 2023 Curricular Object Manipulation in LiDAR-Based Object Detection CVPR 2023 Curriculum-based Co-design of Morphology and Control of Voxel-based Soft Robots ICLR 2023 Curriculum Learning for Graph Neural Networks: Which Edges Should We Learn First NeurIPS 2023 Curriculum Multi-Negative Augmentation for Debiased Video Grounding AAAI 2023 Denoising Pre-training for Machine Translation Quality Estimation with Curriculum Learning AAAI 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 Information Maximizing Curriculum: A Curriculum-Based Approach for Learning Versatile Skills NeurIPS 2023 On the Effectiveness of Curriculum Learning in Educational Text Scoring AAAI 2023 Outcome-directed Reinforcement Learning by Uncertainty \& Temporal Distance-Aware Curriculum Goal Generation ICLR 2023 Provable Advantage of Curriculum Learning on Parity Targets with Mixed Inputs NeurIPS 2023 An Imitation Learning Curriculum for Text Editing with Non-Autoregressive Models ACL 2022 Better Language Model with Hypernym Class Prediction ACL 2022 Boosted Curriculum Reinforcement Learning ICLR 2022 C-Planning: An Automatic Curriculum for Learning Goal-Reaching Tasks ICLR 2022 Cross-Modal Similarity-Based Curriculum Learning for Image Captioning EMNLP 2022