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meta learning

152 papers

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Also known as

METAGRAD MPT ML MAML LAML

Co-occurring keywords

few-shot learning (3390) transfer learning (5442) domain adaptation (4578) reinforcement learning (4122) model compression (3283) representation learning (6174) multi-task learning (2556) bi-level optimization (148) zero-shot learning (3637) variational inference (2069)

Papers

Instance-Level Meta Normalization CVPR 2019
Deep Meta Metric Learning ICCV 2019
MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning ICCV 2019
SMILe: Scalable Meta Inverse Reinforcement Learning through Context-Conditional Policies NIPS 2019
MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization NIPS 2019
Compositional generalization through meta sequence-to-sequence learning NIPS 2019
Meta Learning with Relational Information for Short Sequences NIPS 2019
Towards Fluid Machine Intelligence: Can We Make a Gifted AI? AAAI 2019
Learning to Learn From Noisy Labeled Data CVPR 2019
Learning What and Where to Transfer ICML 2019
Meta Learning for Image Captioning AAAI 2019
Learning to Generalize from Sparse and Underspecified Rewards ICML 2019
Face-Focused Cross-Stream Network for Deception Detection in Videos CVPR 2019
Truncated Back-propagation for Bilevel Optimization AISTATS 2019
Meta-Learning Convolutional Neural Architectures for Multi-Target Concrete Defect Classification With the COncrete DEfect BRidge IMage Dataset CVPR 2019
Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs IJCNLP 2019
Actively Seeking and Learning From Live Data CVPR 2019
Self-Supervised Generalisation with Meta Auxiliary Learning NIPS 2019
Meta-Learning to Detect Rare Objects ICCV 2019
Meta Learning for Hyperparameter Optimization in Dialogue System INTERSPEECH 2019
Neural Style Transfer via Meta Networks CVPR 2018
Efficient Video Object Segmentation via Network Modulation CVPR 2018
Probabilistic Matrix Factorization for Automated Machine Learning NIPS 2018
One-Shot Imitation from Observing Humans via Domain-Adaptive Meta-Learning RSS 2018
Learning Gradient Descent: Better Generalization and Longer Horizons ICML 2017