Gavin Weiguang Ding
7 papers · 2018–2020 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (10) π Conference Polyglot (5) π Interdisciplinary Bridge π Cross-Pollinator (8) π§ Keyword Pioneer
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Hot Topic Early Bird
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Conference Pioneer
Conferences
ICLR (3)
AISTATS (1)
IJCAI (1)
MIDL (1)
NIPS (1)
Top co-authors
Keywords
wasserstein distance
(1)
dimensionality reduction
(1)
human perception
(1)
information retrieval
(1)
minimax optimality
(1)
adversarial training
(1)
lipschitz continuity
(1)
contamination model
(1)
adversarial perturbation
(1)
generative adversarial network
(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)
fluid segmentation
(1)
geometric bound
(1)
Papers
MMA Training: Direct Input Space Margin Maximization through Adversarial Training
ICLR 2020
On Minimax Optimality of GANs for Robust Mean Estimation
AISTATS 2020
Cascade Dual-branch Deep Neural Networks for Retinal Layer and fluid Segmentation of Optical Coherence Tomography Incorporating Relative Positional Map
MIDL 2020
On the Sensitivity of Adversarial Robustness to Input Data Distributions
ICLR 2019
On the Effectiveness of Low Frequency Perturbations
IJCAI 2019
Improving GAN Training via Binarized Representation Entropy (BRE) Regularization
ICLR 2018
Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds
NIPS 2018