Papers citing 'Large Scale Image Segmentation with Structured Loss based Deep Learning for Connectome Reconstruction'

Title
A Topology-Attention ConvLSTM Network and Its Application to EM Images Jiaqi Yang Xiaoling Hu Chao Chen Chialing Tsai 3DPC MedIm 121 3 0 07 Feb 2022
Structure-Aware Image Segmentation with Homotopy Warping Xiaoling Hu 120 33 0 15 Dec 2021
Topology-Aware Segmentation Using Discrete Morse TheoryInternational Conference on Learning Representations (ICLR), 2021 Xiaoling Hu Yusu Wang Fuxin Li Dimitris Samaras Chao Chen 146 101 0 18 Mar 2021
Self-Supervised Feature Extraction for 3D Axon Segmentation Tzofi Klinghoffer Peter Morales Young-Gyun Park Nicholas Evans Kwanghun Chung L. Brattain 3DPC 127 20 0 20 Apr 2020
Topology-Preserving Deep Image SegmentationNeural Information Processing Systems (NeurIPS), 2019 Xiaoling Hu Fuxin Li Dimitris Samaras Chao Chen 120 307 0 12 Jun 2019
Scaling Distributed Training of Flood-Filling Networks on HPC Infrastructure for Brain MappingDynamic Languages Symposium (DLS), 2019 Wu Dong Murat Keçeli Rafael Vescovi Hanyu Li Corey Adams ... T. Uram V. Vishwanath N. Ferrier B. Kasthuri P. Littlewood FedML AI4CE 239 10 0 13 May 2019
CNN-based Preprocessing to Optimize Watershed-based Cell Segmentation in 3D Confocal Microscopy Images Dennis Eschweiler T. V. Spina Rohan Choudhury E. Meyerowitz Alexandre Cunha Johannes Stegmaier 113 52 0 16 Oct 2018
Parallel Separable 3D Convolution for Video and Volumetric Data Understanding Felix Gonda D. Wei T. Parag Hanspeter Pfister 3DPC 113 20 0 11 Sep 2018
Detecting Synapse Location and Connectivity by Signed Proximity Estimation and Pruning with Deep Nets T. Parag Daniel R. Berger L. Kamentsky B. Staffler D. Wei M. Helmstaedter J. Lichtman Hanspeter Pfister 155 13 0 08 Jul 2018
The Roles of Supervised Machine Learning in Systems Neuroscience Joshua I. Glaser Ari S. Benjamin Roozbeh Farhoodi Konrad Paul Kording 132 122 0 21 May 2018
Synaptic Cleft Segmentation in Non-Isotropic Volume Electron Microscopy of the Complete Drosophila Brain Larissa Heinrich Jan Funke Constantin Pape Juan Nunez-Iglesias S. Saalfeld 3DV 110 94 0 07 May 2018
An Error Detection and Correction Framework for ConnectomicsNeural Information Processing Systems (NeurIPS), 2017 J. Zung Ignacio Tartavull Kisuk Lee H. S. Seung 3DV 153 47 0 08 Aug 2017