Haeil Lee

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 14

Top Topics

Image Classification

Reinforcement Learning

Diffusion Models

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Publications

Hansang Lee, Haeil Lee, Helen Hong
GenMix: Combining Generative and Mixture Data Augmentation for Medical Image Classification. CoRR (2024)
Haeil Lee, Hansang Lee, Seoyeon Gye, Junmo Kim
Beta Sampling is All You Need: Efficient Image Generation Strategy for Diffusion Models using Stepwise Spectral Analysis. CoRR (2024)
Gyojin Han, Jaehyun Choi, Haeil Lee, Junmo Kim
Reinforcement Learning-Based Black-Box Model Inversion Attacks. CoRR (2023)
Haeil Lee, Hansang Lee, Junmo Kim
DropMix: Reducing Class Dependency in Mixed Sample Data Augmentation. CoRR (2023)
Hoang C. Nguyen, Haeil Lee, Junmo Kim
Inspecting Explainability of Transformer Models with Additional Statistical Information. CoRR (2023)
Gyojin Han, Jaehyun Choi, Haeil Lee, Junmo Kim
Reinforcement Learning-Based Black-Box Model Inversion Attacks. CVPR (2023)
Hansang Lee, Haeil Lee, Helen Hong, Junmo Kim
Noisy Label Classification Using Label Noise Selection with Test-Time Augmentation Cross-Entropy and NoiseMix Learning. DALI@MICCAI (2022)
Hansang Lee, Haeil Lee, Helen Hong, Junmo Kim
Noisy Label Classification using Label Noise Selection with Test-Time Augmentation Cross-Entropy and NoiseMix Learning. CoRR (2022)
Hansang Lee, Haeil Lee, Helen Hong, Junmo Kim
Test-Time Mixup Augmentation for Data and Class-Specific Uncertainty Estimation in Multi-Class Image Classification. CoRR (2022)
JuYoung Yang, Pyunghwan Ahn, Doyeon Kim, Haeil Lee, Junmo Kim
Progressive Seed Generation Auto-encoder for Unsupervised Point Cloud Learning. CoRR (2021)
JuYoung Yang, Pyunghwan Ahn, Doyeon Kim, Haeil Lee, Junmo Kim
Progressive Seed Generation Auto-encoder for Unsupervised Point Cloud Learning. ICCV (2021)
JuYoung Yang, Chanho Lee, Pyunghwan Ahn, Haeil Lee, Eojindl Yi, Junmo Kim
PBP-Net: Point Projection and Back-Projection Network for 3D Point Cloud Segmentation. IROS (2020)
JuYoung Yang, Chanho Lee, Pyunghwan Ahn, Haeil Lee, Eojindl Yi, Junmo Kim
PBP-Net: Point Projection and Back-Projection Network for 3D Point Cloud Segmentation. CoRR (2020)
Haeil Lee, Hansang Lee, Minseok Park, Junmo Kim
Contextual convolutional neural networks for lung nodule classification using Gaussian-weighted average image patches. Medical Imaging: Computer-Aided Diagnosis (2017)