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data-efficient learning

60 papers

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Co-occurring keywords · papers mentioning both

transfer learning (6) generative adversarial network (5) self-supervised learning (5) large language model (4) data efficiency (4) semi-supervised learning (4) representation learning (4) active learning (4) graph neural network (3) neural network (3)

Papers

TMCOSS: Thresholded Multi-Criteria Online Subset Selection for Data-Efficient Autonomous Driving ICCV 2021 Data-Efficient Semi-Supervised Learning by Reliable Edge Mining CVPR 2020 Improving Limited Labeled Dialogue State Tracking with Self-Supervision EMNLP 2020 Probabilistic Active Meta-Learning NeurIPS 2020 Data-efficient Co-Adaptation of Morphology and Behaviour with Deep Reinforcement Learning CoRL 2019 Bottom-Up Abstractive Summarization EMNLP 2018 Fast Model Identification via Physics Engines for Data-Efficient Policy Search IJCAI 2018 Multi-objective Model-based Policy Search for Data-efficient Learning with Sparse Rewards CoRL 2018 Learning Data-Efficient Rigid-Body Contact Models: Case Study of Planar Impact CoRL 2017 Learning to Control a Low-Cost Manipulator using Data-Efficient Reinforcement Learning RSS 2011