conftrace_

betti number

7 papers

Explore in graph

Co-occurring keywords

persistent homology (95) topology preservation (19) topological feature (27) loss function (462) deep learning (2118) image segmentation (971) persistence diagram (29) persistence intensity function (1) kernel-based estimator (2) persistence surface (1)

Papers

Improved Topological Preservation in 3D Axon Segmentation and Centerline Detection Using Geometric Assessment-Driven Topological Smoothing (GATS) WACV 2024
On the estimation of persistence intensity functions and linear representations of persistence diagrams AISTATS 2024
Topological Expressivity of ReLU Neural Networks COLT 2024
Topologically Faithful Image Segmentation via Induced Matching of Persistence Barcodes ICML 2023
Topology of Deep Neural Networks JMLR 2020
Topology-Preserving Deep Image Segmentation NIPS 2019
Multi-scale Topological Features for Hand Posture Representation and Analysis ICCV 2013