HuXiaoling
CS PhD from CS@Stony Brook University. Postdoc Research Fellow at MGH/Harvard Medical School
MGH/Harvard Medical SchoolBoston
Pinned Repositories
awesome-topology-driven-image-analysis
awesome-topology-driven-deep-image-analysis
DMT_loss
DMT codes for the ICLR 2021 paper: Topology-Aware Segmentation Using Discrete Morse Theory
huxiaoling.github.io
imageSeg-2.5D_topo
Another implementation of topological loss
Learn2Synth
Learn2Synth
Regre4Regis
Regression for registration
Structural_Uncertainty
Codes for 'Learning Probabilistic Topological Representations Using Discrete Morse Theory'
TopoLoss
Code for the NeurIPS 2019 paper: Topology-Preserving Deep Image Segmentation
TopoTrigger
Codes for the ICLR 2022 paper: Trigger Hunting with a Topological Prior for Trojan Detection
Warping
Structure-Aware Image Segmentation with Homotopy Warping
HuXiaoling's Repositories
HuXiaoling/TopoLoss
Code for the NeurIPS 2019 paper: Topology-Preserving Deep Image Segmentation
HuXiaoling/DMT_loss
DMT codes for the ICLR 2021 paper: Topology-Aware Segmentation Using Discrete Morse Theory
HuXiaoling/imageSeg-2.5D_topo
Another implementation of topological loss
HuXiaoling/awesome-topology-driven-image-analysis
awesome-topology-driven-deep-image-analysis
HuXiaoling/Structural_Uncertainty
Codes for 'Learning Probabilistic Topological Representations Using Discrete Morse Theory'
HuXiaoling/TopoTrigger
Codes for the ICLR 2022 paper: Trigger Hunting with a Topological Prior for Trojan Detection
HuXiaoling/Warping
Structure-Aware Image Segmentation with Homotopy Warping
HuXiaoling/Learn2Synth
Learn2Synth
HuXiaoling/Regre4Regis
Regression for registration
HuXiaoling/huxiaoling.github.io