Bingyuan Liu

activity

20132023

most citedDo We Really Need Dice? The Hidden Region-Size Biases of Segmentation Losses

49 citations · 105 across the 22 of their papers we have counts for

collaborators

Showing 2022Show all

3 papers · 1 filter

cs.CV2022★ 1 cited

Class Adaptive Network Calibration

Bingyuan Liu, Jérôme Rony, Adrian Galdran +2

Recent studies have revealed that, beyond conventional accuracy, calibration should also be considered for training modern deep neural networks. To address miscalibration during le…

math.CV2022

Diederich--Fornæss index and global regularity in the $\partial$ --Neumann problem: domains with comparable Levi eigenvalues

Bingyuan Liu, Emil J. Straube

Let $Ω$ be a smooth bounded pseudoconvex domain in $C^{n}$ . Let $1 \leq q_{0} \leq (n - 1)$ . We show that if $q_{0}$ --sums of eigenvalues of the Levi form are comparable, then…

cs.CV2022★ 3 cited

GAMMA Challenge:Glaucoma grAding from Multi-Modality imAges

Junde Wu, Huihui Fang, Fei Li +26

Color fundus photography and Optical Coherence Tomography (OCT) are the two most cost-effective tools for glaucoma screening. Both two modalities of images have prominent biomarker…

Class Adaptive Network Calibration

Diederich--Fornæss index and global regularity in the ∂--Neumann problem: domains with comparable Levi eigenvalues

GAMMA Challenge:Glaucoma grAding from Multi-Modality imAges

Diederich--Fornæss index and global regularity in the $\partial$ --Neumann problem: domains with comparable Levi eigenvalues