← Learning Types
Deep Learning › Learning Types ›

Meta-Learning

218 directly classified papers

Papers per year

Papers

Hyperbolic Feature Augmentation via Distribution Estimation and Infinite Sampling on Manifolds NIPS 2022
Learning to Scaffold: Optimizing Model Explanations for Teaching NIPS 2022
Rapid Model Architecture Adaption for Meta-Learning NIPS 2022
Meta-Learning Dynamics Forecasting Using Task Inference NIPS 2022
Bridge the Gap Between Architecture Spaces via A Cross-Domain Predictor NIPS 2022
BERT Learns to Teach: Knowledge Distillation with Meta Learning ACL 2022
Meta Reinforcement Learning with Finite Training Tasks - a Density Estimation Approach NIPS 2022
Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts NIPS 2022
Meta Propagation Networks for Graph Few-shot Semi-supervised Learning AAAI 2022
Meta-UDA: Unsupervised Domain Adaptive Thermal Object Detection Using Meta-Learning WACV 2022
MetaFSCIL: A Meta-Learning Approach for Few-Shot Class Incremental Learning CVPR 2022
Dataset Distillation using Neural Feature Regression NIPS 2022
Meta-Reward-Net: Implicitly Differentiable Reward Learning for Preference-based Reinforcement Learning NIPS 2022
Meta-Learning Fast Weight Language Models EMNLP 2022
Meta Convolutional Neural Networks for Single Domain Generalization CVPR 2022
AMAL: Meta Knowledge-Driven Few-Shot Adapter Learning EMNLP 2022
Learning To Learn Across Diverse Data Biases in Deep Face Recognition CVPR 2022
Sketch3T: Test-Time Training for Zero-Shot SBIR CVPR 2022
Provable Generalization of Overparameterized Meta-learning Trained with SGD NIPS 2022
Active Example Selection for In-Context Learning EMNLP 2022
Sylph: A Hypernetwork Framework for Incremental Few-Shot Object Detection CVPR 2022
Model-based Meta Reinforcement Learning using Graph Structured Surrogate Models and Amortized Policy Search ICML 2022
Boosting Natural Language Generation from Instructions with Meta-Learning EMNLP 2022
On the Effectiveness of Fine-tuning Versus Meta-reinforcement Learning NIPS 2022
StyleMeUp: Towards Style-Agnostic Sketch-Based Image Retrieval CVPR 2021