Tracking perovskite crystallization via deep learning-based feature
detection on 2D X-ray scattering data

Tracking perovskite crystallization via deep learning-based feature detection on 2D X-ray scattering data

22 February 2022

Valentin Munteanu

Alessandro Greco

Ekaterina Kneschaurek

Papers citing "Tracking perovskite crystallization via deep learning-based feature detection on 2D X-ray scattering data"

18 / 18 papers shown

Title
You Only Learn One Representation: Unified Network for Multiple Tasks Chien-Yao Wang I-Hau Yeh Hongpeng Liao SSL FedML 40 482 0 10 May 2021
Interactive Visual Study of Multiple Attributes Learning Model of X-Ray Scattering Images Xinyi Huang Suphanut Jamonnak Ye Zhao Boyu Wang Minh Hoai Kevin Yager Wei Xu 41 5 0 03 Sep 2020
BraggNN: Fast X-ray Bragg Peak Analysis Using Deep Learning Zhengchun Liu H. Sharma Jun-Sang Park Peter Kenesei Antonino Miceli J. Almer R. Kettimuthu Ian Foster 26 37 0 18 Aug 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 372 13,025 0 26 May 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 444 42,393 0 03 Dec 2019
Fast Fitting of Reflectivity Data of Growing Thin Films Using Neural Networks Alessandro Greco V. Starostin Christos Karapanagiotis A. Hinderhofer A. Gerlach L. Pithan S. Liehr F. Schreiber S. Kowarik 17 25 0 07 Oct 2019
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 348 27,174 0 20 Mar 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 453 22,095 0 09 Dec 2016
X-ray Scattering Image Classification Using Deep Learning Boyu Wang Kevin Yager Dantong Yu Minh Hoai 28 35 0 10 Nov 2016
Machine learning applied to single-shot x-ray diagnostics in an XFEL Alvaro Sanchez-Gonzalez P. Micaelli C. Olivier T. Barillot M. Ilchen ... M. Vacher D. Walke V. Zhaunerchyk Ryan N. Coffee J. Marangos 44 82 0 11 Oct 2016
Instance-aware Semantic Segmentation via Multi-task Network Cascades Jifeng Dai Kaiming He Jian Sun SSeg 168 1,228 0 14 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,814 0 10 Dec 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 682 36,923 0 08 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 495 62,243 0 04 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,099 0 18 May 2015
Fast R-CNN Ross B. Girshick ObjD 297 25,045 0 30 Apr 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 452 43,277 0 11 Feb 2015
scikit-image: Image processing in Python Stéfan van der Walt Johannes L. Schonberger Juan Nunez-Iglesias François Boulogne Joshua D. Warner Neil Yager Emmanuelle Gouillart Tony Yu the scikit-image contributors SSeg GP VLM 182 4,351 0 23 Jul 2014