Picture for Hyung-Sin Kim

Hyung-Sin Kim

Effective Heterogeneous Federated Learning via Efficient Hypernetwork-based Weight Generation

Add code
Jul 03, 2024
Viaarxiv icon

Unexplored Faces of Robustness and Out-of-Distribution: Covariate Shifts in Environment and Sensor Domains

Add code
Apr 25, 2024
Viaarxiv icon

SlAction: Non-intrusive, Lightweight Obstructive Sleep Apnea Detection using Infrared Video

Add code
Sep 06, 2023
Viaarxiv icon

UpCycling: Semi-supervised 3D Object Detection without Sharing Raw-level Unlabeled Scenes

Add code
Nov 22, 2022
Viaarxiv icon

Bitwidth-Adaptive Quantization-Aware Neural Network Training: A Meta-Learning Approach

Add code
Jul 20, 2022
Figure 1 for Bitwidth-Adaptive Quantization-Aware Neural Network Training: A Meta-Learning Approach
Figure 2 for Bitwidth-Adaptive Quantization-Aware Neural Network Training: A Meta-Learning Approach
Figure 3 for Bitwidth-Adaptive Quantization-Aware Neural Network Training: A Meta-Learning Approach
Figure 4 for Bitwidth-Adaptive Quantization-Aware Neural Network Training: A Meta-Learning Approach
Viaarxiv icon

Federated Semi-Supervised Learning with Prototypical Networks

Add code
May 30, 2022
Figure 1 for Federated Semi-Supervised Learning with Prototypical Networks
Figure 2 for Federated Semi-Supervised Learning with Prototypical Networks
Figure 3 for Federated Semi-Supervised Learning with Prototypical Networks
Figure 4 for Federated Semi-Supervised Learning with Prototypical Networks
Viaarxiv icon

Personalized Federated Learning with Server-Side Information

Add code
May 23, 2022
Figure 1 for Personalized Federated Learning with Server-Side Information
Figure 2 for Personalized Federated Learning with Server-Side Information
Figure 3 for Personalized Federated Learning with Server-Side Information
Figure 4 for Personalized Federated Learning with Server-Side Information
Viaarxiv icon