Picture for Yongseok Choi

Yongseok Choi

Sample-based Regularization: A Transfer Learning Strategy Toward Better Generalization

Add code
Jul 10, 2020
Figure 1 for Sample-based Regularization: A Transfer Learning Strategy Toward Better Generalization
Figure 2 for Sample-based Regularization: A Transfer Learning Strategy Toward Better Generalization
Figure 3 for Sample-based Regularization: A Transfer Learning Strategy Toward Better Generalization
Figure 4 for Sample-based Regularization: A Transfer Learning Strategy Toward Better Generalization
Viaarxiv icon

Multi-step Estimation for Gradient-based Meta-learning

Add code
Jun 08, 2020
Figure 1 for Multi-step Estimation for Gradient-based Meta-learning
Figure 2 for Multi-step Estimation for Gradient-based Meta-learning
Figure 3 for Multi-step Estimation for Gradient-based Meta-learning
Figure 4 for Multi-step Estimation for Gradient-based Meta-learning
Viaarxiv icon

Few-Shot Classification on Unseen Domains by Learning Disparate Modulators

Add code
Sep 11, 2019
Figure 1 for Few-Shot Classification on Unseen Domains by Learning Disparate Modulators
Figure 2 for Few-Shot Classification on Unseen Domains by Learning Disparate Modulators
Figure 3 for Few-Shot Classification on Unseen Domains by Learning Disparate Modulators
Figure 4 for Few-Shot Classification on Unseen Domains by Learning Disparate Modulators
Viaarxiv icon

Discriminative Few-Shot Learning Based on Directional Statistics

Add code
Jun 05, 2019
Figure 1 for Discriminative Few-Shot Learning Based on Directional Statistics
Figure 2 for Discriminative Few-Shot Learning Based on Directional Statistics
Figure 3 for Discriminative Few-Shot Learning Based on Directional Statistics
Figure 4 for Discriminative Few-Shot Learning Based on Directional Statistics
Viaarxiv icon

Doubly Nested Network for Resource-Efficient Inference

Add code
Jun 20, 2018
Figure 1 for Doubly Nested Network for Resource-Efficient Inference
Figure 2 for Doubly Nested Network for Resource-Efficient Inference
Figure 3 for Doubly Nested Network for Resource-Efficient Inference
Figure 4 for Doubly Nested Network for Resource-Efficient Inference
Viaarxiv icon

Auto-Meta: Automated Gradient Based Meta Learner Search

Add code
Jun 11, 2018
Figure 1 for Auto-Meta: Automated Gradient Based Meta Learner Search
Figure 2 for Auto-Meta: Automated Gradient Based Meta Learner Search
Figure 3 for Auto-Meta: Automated Gradient Based Meta Learner Search
Figure 4 for Auto-Meta: Automated Gradient Based Meta Learner Search
Viaarxiv icon