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Meta-Learning

218 directly classified papers

Papers per year

Papers

Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition From a Domain Adaptation Perspective CVPR 2020
High-Performance Long-Term Tracking With Meta-Updater CVPR 2020
Learning to Optimize in Swarms NIPS 2019
Compositional generalization through meta sequence-to-sequence learning NIPS 2019
Meta-Learning Representations for Continual Learning NIPS 2019
Learning How to Active Learn by Dreaming ACL 2019
Meta Learning for Image Captioning AAAI 2019
Domain Adaptive Dialog Generation via Meta Learning ACL 2019
Image Deformation Meta-Networks for One-Shot Learning CVPR 2019
Meta-SR: A Magnification-Arbitrary Network for Super-Resolution CVPR 2019
Meta-Learning With Differentiable Convex Optimization CVPR 2019
Actively Seeking and Learning From Live Data CVPR 2019
Generalizable Person Re-Identification by Domain-Invariant Mapping Network CVPR 2019
Model-Agnostic Meta-Learning for Relation Classification with Limited Supervision ACL 2019
Fast and Flexible Multi-Task Classification using Conditional Neural Adaptive Processes NIPS 2019
Metalearned Neural Memory NIPS 2019
Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual Recognition NIPS 2019
Unsupervised Curricula for Visual Meta-Reinforcement Learning NIPS 2019
Adaptive Cross-Modal Few-shot Learning NIPS 2019
Adaptive Gradient-Based Meta-Learning Methods NIPS 2019
Confidence Scoring Using Whitebox Meta-models with Linear Classifier Probes AISTATS 2019
Towards Fluid Machine Intelligence: Can We Make a Gifted AI? AAAI 2019
Personalizing Dialogue Agents via Meta-Learning ACL 2019
Meta-Learning Convolutional Neural Architectures for Multi-Target Concrete Defect Classification With the COncrete DEfect BRidge IMage Dataset CVPR 2019
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks EMNLP 2019