Gavin Weiguang Ding
7 papers · 2018–2020 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird π§ Keyword Pioneer
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Conference Pioneer
Top co-authors
Research topics
Keywords
adversarial training
(3)
adversarial robustness
(2)
generative adversarial network
(2)
neural network
(2)
data augmentation
(1)
information retrieval
(1)
minimax optimality
(1)
margin maximization
(1)
lipschitz continuity
(1)
contamination model
(1)
adversarial perturbation
(1)
decision boundary
(1)
frequency domain
(1)
huber contamination
(1)
robust mean estimation
(1)
cascaded network
(1)
low frequency
(1)
precision recall
(1)
optical coherence tomography
(1)
retinal layer segmentation
(1)
Papers
Cascade Dual-branch Deep Neural Networks for Retinal Layer and fluid Segmentation of Optical Coherence Tomography Incorporating Relative Positional Map
MIDL 2020
MMA Training: Direct Input Space Margin Maximization through Adversarial Training
ICLR 2020
On Minimax Optimality of GANs for Robust Mean Estimation
AISTATS 2020
On the Effectiveness of Low Frequency Perturbations
IJCAI 2019
On the Sensitivity of Adversarial Robustness to Input Data Distributions
ICLR 2019
Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds
NeurIPS 2018
Improving GAN Training via Binarized Representation Entropy (BRE) Regularization
ICLR 2018