Gavin Weiguang Ding

25 papers A* 3A 1Journal 14Unranked 7
YearRankTypeTitle / Venue / Authors
2021 J jnl
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.
Da Ma, Donghuan Lu, Shuo Chen, Morgan Heisler, Setareh Dabiri, Sieun Lee, Hyunwoo Lee, Gavin Weiguang Ding, Marinko V. Sarunic, Mirza Faisal Beg
2020 J jnl
CDT: Cascading Decision Trees for Explainable Reinforcement Learning.
CoRR
Zihan Ding, Pablo Hernandez-Leal, Gavin Weiguang Ding, Changjian Li, Ruitong Huang
2020 — conf
Cascade Dual-branch Deep Neural Networks for Retinal Layer and fluid Segmentation of Optical Coherence Tomography Incorporating Relative Positional Map.
MIDL
Da Ma, Donghuan Lu, Morgan Heisler, Setareh Dabiri, Sieun Lee, Gavin Weiguang Ding, Marinko V. Sarunic, Mirza Faisal Beg
2020 A* conf
MMA Training: Direct Input Space Margin Maximization through Adversarial Training.
ICLR
Gavin Weiguang Ding, Yash Sharma, Kry Yik Chau Lui, Ruitong Huang
2020 A conf
On Minimax Optimality of GANs for Robust Mean Estimation.
AISTATS
Kaiwen Wu, Gavin Weiguang Ding, Ruitong Huang, Yaoliang Yu
2019 J jnl
Cascaded Deep Neural Networks for Retinal Layer Segmentation of Optical Coherence Tomography with Fluid Presence.
CoRR
Donghuan Lu, Morgan Heisler, Da Ma, Setareh Dabiri, Sieun Lee, Gavin Weiguang Ding, Marinko V. Sarunic, Mirza Faisal Beg
2019 J jnl
Deep-learning based multiclass retinal fluid segmentation and detection in optical coherence tomography images using a fully convolutional neural network.
Medical Image Anal.
Donghuan Lu, Morgan Heisler, Sieun Lee, Gavin Weiguang Ding, Eduardo Navajas, Marinko V. Sarunic, Mirza Faisal Beg
2019 A* conf
On the Effectiveness of Low Frequency Perturbations.
IJCAI
Yash Sharma, Gavin Weiguang Ding, Marcus A. Brubaker
2019 J jnl
On the Effectiveness of Low Frequency Perturbations.
CoRR
Yash Sharma, Gavin Weiguang Ding, Marcus A. Brubaker
2019 — conf
On the Sensitivity of Adversarial Robustness to Input Data Distributions.
CVPR Workshops
Gavin Weiguang Ding, Kry Yik Chau Lui, Xiaomeng Jin, Luyu Wang, Ruitong Huang
2019 — conf
On the Sensitivity of Adversarial Robustness to Input Data Distributions.
ICLR (Poster)
Gavin Weiguang Ding, Kry Yik Chau Lui, Xiaomeng Jin, Luyu Wang, Ruitong Huang
2019 J jnl
On the Sensitivity of Adversarial Robustness to Input Data Distributions.
CoRR
Gavin Weiguang Ding, Kry Yik Chau Lui, Xiaomeng Jin, Luyu Wang, Ruitong Huang
2019 J jnl
advertorch v0.1: An Adversarial Robustness Toolbox based on PyTorch.
CoRR
Gavin Weiguang Ding, Luyu Wang, Xiaomeng Jin
2018 A* conf
Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds.
NeurIPS
Kry Yik Chau Lui, Gavin Weiguang Ding, Ruitong Huang, Robert J. McCann
2018 J jnl
Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds.
CoRR
Kry Yik Chau Lui, Gavin Weiguang Ding, Ruitong Huang, Robert J. McCann
2018 — conf
Improving GAN Training via Binarized Representation Entropy (BRE) Regularization.
ICLR (Poster)
Yanshuai Cao, Gavin Weiguang Ding, Kry Yik-Chau Lui, Ruitong Huang
2018 J jnl
Improving GAN Training via Binarized Representation Entropy (BRE) Regularization.
CoRR
Yanshuai Cao, Gavin Weiguang Ding, Kry Yik-Chau Lui, Ruitong Huang
2018 J jnl
Max-Margin Adversarial (MMA) Training: Direct Input Space Margin Maximization through Adversarial Training.
CoRR
Gavin Weiguang Ding, Yash Sharma, Kry Yik Chau Lui, Ruitong Huang
2018 J jnl
Multiscale deep neural network based analysis of FDG-PET images for the early diagnosis of Alzheimer's disease.
Medical Image Anal.
Donghuan Lu, Karteek Popuri, Gavin Weiguang Ding, Rakesh Balachandar, Mirza Faisal Beg
2017 J jnl
Multimodal and Multiscale Deep Neural Networks for the Early Diagnosis of Alzheimer's Disease using structural MR and FDG-PET images.
CoRR
Donghuan Lu, Karteek Popuri, Gavin Weiguang Ding, Rakesh Balachandar, Mirza Faisal Beg
2017 — conf
Multiple instance learning for age-related macular degeneration diagnosis in optical coherence tomography images.
ISBI
Donghuan Lu, Gavin Weiguang Ding, Andrew B. Merkur, Marinko V. Sarunic, Mirza Faisal Beg
2017 J jnl
Retinal Fluid Segmentation and Detection in Optical Coherence Tomography Images using Fully Convolutional Neural Network.
CoRR
Donghuan Lu, Morgan Heisler, Sieun Lee, Gavin Weiguang Ding, Marinko V. Sarunic, Mirza Faisal Beg
2014 J jnl
Automatic Cycle Averaging for Denoising Approximately Periodic Spatiotemporal Signals.
IEEE Trans. Medical Imaging
Gavin Weiguang Ding, Eric Lin, Amanda Ribeiro, Marinko V. Sarunic, Glen F. Tibbits, Mirza Faisal Beg
2013 — conf
Automatic detection of subretinal fluid and sub-retinal pigment epithelium fluid in optical coherence tomography images.
EMBC
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
2013 — conf
On identification of sinoatrial node in zebrafish heart based on functional time series from optical mapping.
EMBC
Gavin Weiguang Ding, Eric Lin, Amanda Ribeiro, Marinko V. Sarunic, Glen F. Tibbits, Mirza Faisal Beg