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Curriculum Learning

76 papers

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Papers

Curriculum Learning for Vision-and-Language Navigation NIPS 2021
One for More: Selecting Generalizable Samples for Generalizable ReID Model AAAI 2021
Inferring Emotion from Large-scale Internet Voice Data: A Semi-supervised Curriculum Augmentation based Deep Learning Approach AAAI 2021
Shortformer: Better Language Modeling using Shorter Inputs ACL 2021
Efficient Contrastive Learning via Novel Data Augmentation and Curriculum Learning EMNLP 2021
Competence-based Curriculum Learning for Multilingual Machine Translation EMNLP 2021
On the Role of Corpus Ordering in Language Modeling EMNLP 2021
Adaptive Curriculum Learning ICCV 2021
Curriculum Learning by Dynamic Instance Hardness NIPS 2020
Norm-Based Curriculum Learning for Neural Machine Translation ACL 2020
CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation ACL 2020
BabyWalk: Going Farther in Vision-and-Language Navigation by Taking Baby Steps ACL 2020
Curriculum Pre-training for End-to-End Speech Translation ACL 2020
Uncertainty-Aware Curriculum Learning for Neural Machine Translation ACL 2020
Learning a Multi-Domain Curriculum for Neural Machine Translation ACL 2020
Data Parameters: A New Family of Parameters for Learning a Differentiable Curriculum NIPS 2019
Comparing Sample-Wise Learnability across Deep Neural Network Models AAAI 2019
Dynamically Composing Domain-Data Selection with Clean-Data Selection by “Co-Curricular Learning” for Neural Machine Translation ACL 2019
Learning Words by Drawing Images CVPR 2019
Local to Global Learning: Gradually Adding Classes for Training Deep Neural Networks CVPR 2019
Curriculum Learning Based on Reward Sparseness for Deep Reinforcement Learning of Task Completion Dialogue Management EMNLP 2018
Curriculum Learning by Transfer Learning: Theory and Experiments with Deep Networks ICML 2018
Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix ACL 2017
Lip Reading Sentences in the Wild CVPR 2017
Extractive Summarization Using Multi-Task Learning with Document Classification EMNLP 2017