Gavin Weiguang Ding

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 22

Top Topics

Optical Coherence Tomography

Top Venues

Medical Image Anal.

Publications

Da Ma, Donghuan Lu, Shuo Chen, Morgan Heisler, Setareh Dabiri, Sieun Lee, Hyunwoo Lee, Gavin Weiguang Ding, Marinko V. Sarunic, Mirza Faisal Beg
LF-UNet - A novel anatomical-aware dual-branch cascaded deep neural network for segmentation of retinal layers and fluid from optical coherence tomography images. Comput. Medical Imaging Graph. 94 (2021)
Da Ma, Donghuan Lu, Morgan Heisler, Setareh Dabiri, Sieun Lee, Gavin Weiguang Ding, Marinko V. Sarunic, Mirza Faisal Beg
Cascade Dual-branch Deep Neural Networks for Retinal Layer and fluid Segmentation of Optical Coherence Tomography Incorporating Relative Positional Map. MIDL (2020)
Gavin Weiguang Ding, Yash Sharma, Kry Yik Chau Lui, Ruitong Huang
MMA Training: Direct Input Space Margin Maximization through Adversarial Training. ICLR (2020)
Kaiwen Wu, Gavin Weiguang Ding, Ruitong Huang, Yaoliang Yu
On Minimax Optimality of GANs for Robust Mean Estimation. AISTATS (2020)
Zihan Ding, Pablo Hernandez-Leal, Gavin Weiguang Ding, Changjian Li, Ruitong Huang
CDT: Cascading Decision Trees for Explainable Reinforcement Learning. CoRR (2020)
Gavin Weiguang Ding, Kry Yik Chau Lui, Xiaomeng Jin, Luyu Wang, Ruitong Huang
On the Sensitivity of Adversarial Robustness to Input Data Distributions. CoRR (2019)
Gavin Weiguang Ding, Luyu Wang, Xiaomeng Jin
advertorch v0.1: An Adversarial Robustness Toolbox based on PyTorch. CoRR (2019)
Yash Sharma, Gavin Weiguang Ding, Marcus A. Brubaker
On the Effectiveness of Low Frequency Perturbations. IJCAI (2019)
Gavin Weiguang Ding, Kry Yik Chau Lui, Xiaomeng Jin, Luyu Wang, Ruitong Huang
On the Sensitivity of Adversarial Robustness to Input Data Distributions. ICLR (Poster) (2019)
Donghuan Lu, Morgan Heisler, Da Ma, Setareh Dabiri, Sieun Lee, Gavin Weiguang Ding, Marinko V. Sarunic, Mirza Faisal Beg
Cascaded Deep Neural Networks for Retinal Layer Segmentation of Optical Coherence Tomography with Fluid Presence. CoRR (2019)
Yash Sharma, Gavin Weiguang Ding, Marcus A. Brubaker
On the Effectiveness of Low Frequency Perturbations. CoRR (2019)
Donghuan Lu, Morgan Heisler, Sieun Lee, Gavin Weiguang Ding, Eduardo Navajas, Marinko V. Sarunic, Mirza Faisal Beg
Deep-learning based multiclass retinal fluid segmentation and detection in optical coherence tomography images using a fully convolutional neural network. Medical Image Anal. 54 (2019)
Gavin Weiguang Ding, Kry Yik Chau Lui, Xiaomeng Jin, Luyu Wang, Ruitong Huang
On the Sensitivity of Adversarial Robustness to Input Data Distributions. CVPR Workshops (2019)
Yanshuai Cao, Gavin Weiguang Ding, Kry Yik-Chau Lui, Ruitong Huang
Improving GAN Training via Binarized Representation Entropy (BRE) Regularization. CoRR (2018)
Gavin Weiguang Ding, Yash Sharma, Kry Yik Chau Lui, Ruitong Huang
Max-Margin Adversarial (MMA) Training: Direct Input Space Margin Maximization through Adversarial Training. CoRR (2018)
Donghuan Lu, Karteek Popuri, Gavin Weiguang Ding, Rakesh Balachandar, Mirza Faisal Beg
Multiscale deep neural network based analysis of FDG-PET images for the early diagnosis of Alzheimer's disease. Medical Image Anal. 46 (2018)
Yanshuai Cao, Gavin Weiguang Ding, Kry Yik-Chau Lui, Ruitong Huang
Improving GAN Training via Binarized Representation Entropy (BRE) Regularization. ICLR (Poster) (2018)
Kry Yik Chau Lui, Gavin Weiguang Ding, Ruitong Huang, Robert J. McCann
Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds. NeurIPS (2018)
Kry Yik Chau Lui, Gavin Weiguang Ding, Ruitong Huang, Robert J. McCann
Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds. CoRR (2018)
Donghuan Lu, Karteek Popuri, Gavin Weiguang Ding, Rakesh Balachandar, Mirza Faisal Beg
Multimodal and Multiscale Deep Neural Networks for the Early Diagnosis of Alzheimer's Disease using structural MR and FDG-PET images. CoRR (2017)
Donghuan Lu, Gavin Weiguang Ding, Andrew B. Merkur, Marinko V. Sarunic, Mirza Faisal Beg
Multiple instance learning for age-related macular degeneration diagnosis in optical coherence tomography images. ISBI (2017)
Donghuan Lu, Morgan Heisler, Sieun Lee, Gavin Weiguang Ding, Marinko V. Sarunic, Mirza Faisal Beg
Retinal Fluid Segmentation and Detection in Optical Coherence Tomography Images using Fully Convolutional Neural Network. CoRR (2017)
Gavin Weiguang Ding, Eric Lin, Amanda Ribeiro, Marinko V. Sarunic, Glen F. Tibbits, Mirza Faisal Beg
Automatic Cycle Averaging for Denoising Approximately Periodic Spatiotemporal Signals. IEEE Trans. Medical Imaging 33 (8) (2014)
Gavin Weiguang Ding, Eric Lin, Amanda Ribeiro, Marinko V. Sarunic, Glen F. Tibbits, Mirza Faisal Beg
On identification of sinoatrial node in zebrafish heart based on functional time series from optical mapping. EMBC (2013)
Gavin Weiguang Ding, Mei Young, Serge Bourgault, Sieun Lee, David A. Albiani, Andrew W. Kirker, Farzin Forooghian, Marinko V. Sarunic, Andrew B. Merkur, Mirza Faisal Beg
Automatic detection of subretinal fluid and sub-retinal pigment epithelium fluid in optical coherence tomography images. EMBC (2013)