Superhuman Accuracy on the SNEMI3D Connectomics Challenge

31 May 2017

Papers citing "Superhuman Accuracy on the SNEMI3D Connectomics Challenge"

50 / 91 papers shown

Title
NeuroADDA: Active Discriminative Domain Adaptation in Connectomic Shashata Sawmya Thomas L. Athey Gwyneth Liu Nir Shavit 78 0 0 08 Mar 2025
A Novel Convolutional-Free Method for 3D Medical Imaging Segmentation Canxuan Gang MedIm ViT 89 0 0 08 Feb 2025
HResFormer: Hybrid Residual Transformer for Volumetric Medical Image Segmentation Sucheng Ren Xiaomeng Li MedIm 103 3 0 16 Dec 2024
Efficient Slice Anomaly Detection Network for 3D Brain MRI Volume Zeduo Zhang Yalda Mohsenzadeh MedIm 61 1 0 28 Aug 2024
ShapeMamba-EM: Fine-Tuning Foundation Model with Local Shape Descriptors and Mamba Blocks for 3D EM Image Segmentation Ruohua Shi Qiufan Pang Lei Ma Lingyu Duan Tiejun Huang Tingting Jiang Mamba 50 2 0 26 Aug 2024
DaCapo: a modular deep learning framework for scalable 3D image segmentation William Patton Jeff L. Rhoades Marwan Zouinkhi David G. Ackerman Caroline Malin-Mayor ... D. Bennett Yurii Zubov CellMap Project Team Aubrey V. Weigel Jan Funke 28 0 0 05 Aug 2024
Understanding Visual Feature Reliance through the Lens of Complexity Thomas Fel Louis Bethune Andrew Kyle Lampinen Thomas Serre Katherine Hermann FAtt CoGe 92 9 0 08 Jul 2024
The 3D-PC: a benchmark for visual perspective taking in humans and machines Drew Linsley Peisen Zhou A. Ashok Akash Nagaraj Gaurav Gaonkar Francis E Lewis Zygmunt Pizlo Thomas Serre 137 6 0 06 Jun 2024
TokenUnify: Scalable Autoregressive Visual Pre-training with Mixture Token Prediction Yinda Chen Haoyuan Shi Xiaoyu Liu Te Shi Ruobing Zhang Dong Liu Zhiwei Xiong Feng Wu 98 10 0 27 May 2024
Efficient End-to-End Detection of 6-DoF Grasps for Robotic Bin Picking Yushi Liu Alexander Qualmann Zehao Yu Miroslav Gabriel Philipp Schillinger Markus Spies Ngo Anh Vien Andreas Geiger 72 4 0 10 May 2024
LHU-Net: A Light Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Medical Image Segmentation Yousef Sadegheih Afshin Bozorgpour Pratibha Kumari Reza Azad Dorit Merhof 91 4 0 07 Apr 2024
GOV-NeSF: Generalizable Open-Vocabulary Neural Semantic Fields Yunsong Wang Hanlin Chen Gim Hee Lee 124 6 0 01 Apr 2024
Deep Rib Fracture Instance Segmentation and Classification from CT on the RibFrac Challenge Jiancheng Yang Rui Shi Liang Jin Xiaoyang Huang Kaiming Kuang ... Jianye He Lixuan Che Hanspeter Pfister Ming Li Bingbing Ni OOD 98 12 0 14 Feb 2024
Deep Multimodal Fusion of Data with Heterogeneous Dimensionality via Projective Networks José Morano Guilherme Aresta C. Grechenig U. Schmidt-Erfurth Hrvoje Bogunović 75 4 0 02 Feb 2024
Learning Multimodal Volumetric Features for Large-Scale Neuron Tracing Qihua Chen Xuejin Chen Chenxuan Wang Yixiong Liu Zhiwei Xiong Feng Wu 3DV 70 1 0 05 Jan 2024
Self-Supervised Neuron Segmentation with Multi-Agent Reinforcement Learning Yinda Chen Wei-Ping Huang Shenglong Zhou Qi Chen Zhiwei Xiong 73 26 0 06 Oct 2023
Domain Adaptive Synapse Detection with Weak Point Annotations Qi Chen Wei-Ping Huang Yueyi Zhang Zhiwei Xiong 38 1 0 31 Aug 2023
Learning Multiscale Consistency for Self-supervised Electron Microscopy Instance Segmentation Yinda Chen Wei-Ping Huang Xiaoyu Liu Shiyu Deng Qi Chen Zhiwei Xiong 83 20 0 19 Aug 2023
Self-supervised learning via inter-modal reconstruction and feature projection networks for label-efficient 3D-to-2D segmentation José Morano Guilherme Aresta Dmitrii Lachinov Julia Mai U. Schmidt-Erfurth Hrvoje Bogunović 66 3 0 06 Jul 2023
AxonCallosumEM Dataset: Axon Semantic Segmentation of Whole Corpus Callosum cross section from EM Images Ao Cheng Guoqiang Zhao Lirong Wang Ruobing Zhang 54 3 0 05 Jul 2023
3D Mitochondria Instance Segmentation with Spatio-Temporal Transformers Omkar Thawakar Rao Muhammad Anwer Jorma T. Laaksonen Orly Reiner M. Shah Fahad Shahbaz Khan MedIm ViT 50 2 0 21 Mar 2023
The XPRESS Challenge: Xray Projectomic Reconstruction -- Extracting Segmentation with Skeletons Tri M. Nguyen Mukul Narwani Mark Larson Yicong Li Shuhan Xie ... Nir Shavit Lu Mi A. Pacureanu W. Lee Aaron T. Kuan 43 1 0 08 Feb 2023
MTNeuro: A Benchmark for Evaluating Representations of Brain Structure Across Multiple Levels of Abstraction Jorge Quesada Lakshmi Sathidevi Ran Liu Nauman Ahad Joy M. Jackson ... Matthew Y Jin Carolina Urzay William R. Gray Roncal Erik C. Johnson Eva L. Dyer 201 4 0 01 Jan 2023
Mixed Supervision of Histopathology Improves Prostate Cancer Classification from MRI Abhejit Rajagopal A. Westphalen Nathan Velarde Tim Ullrich J. Simko Hao Nguyen T. Hope P. Larson Kirti Magudia 67 4 0 13 Dec 2022
Harmonizing the object recognition strategies of deep neural networks with humans Thomas Fel Ivan Felipe Drew Linsley Thomas Serre 98 78 0 08 Nov 2022
MISm: A Medical Image Segmentation Metric for Evaluation of weak labeled Data D. Hartmann Verena Schmid Philip Meyer Iñaki Soto Rey Dominik Muller Frank Kramer 73 1 0 24 Oct 2022
Deep Lake: a Lakehouse for Deep Learning S. Hambardzumyan Abhina Tuli Levon Ghukasyan Fariz Rahman Hrant Topchyan ... Mark McQuade M. Harutyunyan Tatevik Hakobyan I. Stranic Davit Buniatyan 90 21 0 22 Sep 2022
DeepSTI: Towards Tensor Reconstruction using Fewer Orientations in Susceptibility Tensor Imaging Zhenghan Fang Kuo-Wei Lai P. Zijl Xu Li Jeremias Sulam 127 5 0 09 Sep 2022
Asymmetry Disentanglement Network for Interpretable Acute Ischemic Stroke Infarct Segmentation in Non-Contrast CT Scans Haomiao Ni Yuan Xue K. Wong John Volpi Stephen T. C. Wong James Z. Wang Xiaolei Huang 51 17 0 30 Jun 2022
Segmentation in large-scale cellular electron microscopy with deep learning: A literature survey A. Aswath A. Alsahaf B. Giepmans George Azzopardi 106 39 0 14 Jun 2022
Scan2Part: Fine-grained and Hierarchical Part-level Understanding of Real-World 3D Scans A. Notchenko Vladislav Ishimtsev Alexey Artemov V. Selyutin Emil Bogomolov Evgeny Burnaev 3DPC 3DV 86 3 0 06 Jun 2022
Instance Segmentation of Unlabeled Modalities via Cyclic Segmentation GAN Leander Lauenburg Zudi Lin Ruihan Zhang Márcia dos Santos Siyu Huang Ignacio Arganda-Carreras E. Boyden Hanspeter Pfister D. Wei GAN MedIm 57 5 0 06 Apr 2022
An Analysis on Ensemble Learning optimized Medical Image Classification with Deep Convolutional Neural Networks Dominik Muller Iñaki Soto Rey Frank Kramer 58 59 0 27 Jan 2022
PyTorch Connectomics: A Scalable and Flexible Segmentation Framework for EM Connectomics Zudi Lin D. Wei J. Lichtman Hanspeter Pfister 62 21 0 10 Dec 2021
PATO: Producibility-Aware Topology Optimization using Deep Learning for Metal Additive Manufacturing Naresh S. Iyer Amir M. Mirzendehdel S. Raghavan Yang Jiao Erva Ulu M. Behandish S. Nelaturi D. Robinson AI4CE 52 10 0 08 Dec 2021
Bridging the Gap: Point Clouds for Merging Neurons in Connectomics Jules Berman D. Chklovskii Jingpeng Wu 3DPC 33 1 0 03 Dec 2021
Sub-cortical structure segmentation database for young population J. Sivaswamy A. J. Thottupattu V. Mythri Raghav Mehta R. Sheelakumari C. Kesavadas 63 2 0 01 Nov 2021
Contrastive Learning for Mitochondria Segmentation Zhili Li Xuejin Chen Jie Zhao Zhiwei Xiong 23 7 0 25 Sep 2021
NucMM Dataset: 3D Neuronal Nuclei Instance Segmentation at Sub-Cubic Millimeter Scale Zudi Lin D. Wei M. Petkova Yuelong Wu Zergham Ahmed ... Nagaraju Dhanyasi Ignacio Arganda-Carreras F. Engert J. Lichtman Hanspeter Pfister 77 26 0 13 Jul 2021
AxonEM Dataset: 3D Axon Instance Segmentation of Brain Cortical Regions D. Wei Kisuk Lee Hanyu Li R. Lu J. A. Bae ... Ignacio Arganda-Carreras Brian Matejek N. Kasthuri J. Lichtman Hanspeter Pfister 3DV 90 18 0 12 Jul 2021
Stateless actor-critic for instance segmentation with high-level priors P. Hilt Maedeh Zarvandi Edgar Kaziakhmedov Sourabh Bhide Maria Leptin Constantin Pape Anna Kreshuk OffRL 45 0 0 06 Jul 2021
Large-scale image segmentation based on distributed clustering algorithms R. Lu A. Zlateski H. S. Seung 51 11 0 21 Jun 2021
Voxel-level Siamese Representation Learning for Abdominal Multi-Organ Segmentation Chae-Eun Lee Minyoung Chung Y. Shin DRL 80 10 0 17 May 2021
Advanced Deep Networks for 3D Mitochondria Instance Segmentation Mingxing Li C. Chen Xiaoyu Liu Wei-Ping Huang Yueyi Zhang Zhiwei Xiong 40 18 0 16 Apr 2021
Deep Implicit Statistical Shape Models for 3D Medical Image Delineation Ashwin Raju S. Miao Mei Han Le Lu Junzhou Huang Adam P. Harrison 3DV MedIm 57 33 0 07 Apr 2021
Assessing the Role of Random Forests in Medical Image Segmentation D. Hartmann Dominik Muller Iñaki Soto Rey Frank Kramer MedIm 21 5 0 30 Mar 2021
Sparse Object-level Supervision for Instance Segmentation with Pixel Embeddings A. Wolny Qin Yu Constantin Pape Anna Kreshuk ISeg 93 21 0 26 Mar 2021
Consistent Recurrent Neural Networks for 3D Neuron Segmentation Felix Gonda D. Wei Hanspeter Pfister 3DV 43 5 0 01 Feb 2021
Automatic Volumetric Segmentation of Additive Manufacturing Defects with 3D U-Net Vivian Wen Hui Wong M. Ferguson K. Law Y. T. Lee P. Witherell 3DPC 93 19 0 22 Jan 2021
How Shift Equivariance Impacts Metric Learning for Instance Segmentation J. L. Rumberger Xiaoyan Yu Peter Hirsch Melanie Dohmen Vanessa Emanuela Guarino Ashkan Mokarian Lisa Mais Jan Funke Dagmar Kainmueller 74 6 0 14 Jan 2021