Curriculum Learning

Curriculum learning as a tool to uncover learning principles in the brain ICLR 2022 Curriculum Learning Meets Weakly Supervised Multimodal Correlation Learning EMNLP 2022 Do Data-based Curricula Work? ACL 2022 Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking EMNLP 2022 Generative Entity Typing with Curriculum Learning EMNLP 2022 Hybrid Curriculum Learning for Emotion Recognition in Conversation AAAI 2022 It Takes Four to Tango: Multiagent Self Play for Automatic Curriculum Generation ICLR 2022 On the Episodic Difficulty of Few-shot Learning ACML 2022 Adaptive Curriculum Learning ICCV 2021 Adaptive Procedural Task Generation for Hard-Exploration Problems ICLR 2021 Competence-based Curriculum Learning for Multilingual Machine Translation EMNLP 2021 Curriculum Learning for Vision-and-Language Navigation NeurIPS 2021 Efficient Contrastive Learning via Novel Data Augmentation and Curriculum Learning EMNLP 2021 Inferring Emotion from Large-scale Internet Voice Data: A Semi-supervised Curriculum Augmentation based Deep Learning Approach AAAI 2021 Learning with AMIGo: Adversarially Motivated Intrinsic Goals ICLR 2021 One for More: Selecting Generalizable Samples for Generalizable ReID Model AAAI 2021 On the Role of Corpus Ordering in Language Modeling EMNLP 2021 Shortformer: Better Language Modeling using Shorter Inputs ACL 2021 When Do Curricula Work? ICLR 2021 Automated curriculum generation through setter-solver interactions ICLR 2020 BabyWalk: Going Farther in Vision-and-Language Navigation by Taking Baby Steps ACL 2020 CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation ACL 2020 CM3: Cooperative Multi-goal Multi-stage Multi-agent Reinforcement Learning ICLR 2020 Curriculum Learning by Dynamic Instance Hardness NeurIPS 2020 Curriculum Loss: Robust Learning and Generalization against Label Corruption ICLR 2020