Ecosyste.ms: Papers

An open API service providing mapping between scientific papers and software projects that are mentioned in them.
All mentions data is based on the CZI Software Mentions dataset.

Projects: pypi: pytorch

https://packages.ecosyste.ms/registries/pypi.org/packages/pytorch


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Latest release: over 5 years ago
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Papers Mentioning pytorch 71

10.1186/s12880-021-00551-1
Sensitivity analysis for interpretation of machine learning based segmentation models in cardiac MRI
Cited by: 14
Author(s): Markus J. Ankenbrand, Liliia Shainberg, Michael Hock, David Lohr, Laura M. Schreiber
Software Mentions: 18
Published: almost 4 years ago
10.1186/s12859-021-04210-8
Contrastive self-supervised clustering of scRNA-seq data
Cited by: 28
Author(s): Madalina Ciortan, Matthieu Defrance
Software Mentions: 13
Published: over 3 years ago
10.3389/fnins.2020.00919
HYGRIP: Full-Stack Characterization of Neurobehavioral Signals (fNIRS, EEG, EMG, Force, and Breathing) During a Bimanual Grip Force Control Task
Cited by: 10
Author(s): Pablo Ortega, Tong Zhao, A. Aldo Faisal
Software Mentions: 11
Published: about 4 years ago
10.3390/ijerph17031093
Teleconsultations between Patients and Healthcare Professionals in Primary Care in Catalonia: The Evaluation of Text Classification Algorithms Using Supervised Machine Learning
Cited by: 14
Author(s): Francesc López Seguí, Ricardo Ander Egg Aguilar, Gabriel de Maeztu, Anna García‐Altés, Francesc García Cuyàs, Sandra M. Walsh, Marta Sagarra Castro, Josep Vidal-Alaball
Software Mentions: 11
Published: almost 5 years ago
10.3390/s21051734
Convolutional Neural Network for Drowsiness Detection Using EEG Signals
Cited by: 45
Author(s): Siwar Chaabene, Bassem Bouaziz, Amal Boudaya, Anita Hökelmann, Achraf Ammar, Lotfi Chaâri
Software Mentions: 6
Published: over 3 years ago
10.3390/e23030322
Integrate Candidate Answer Extraction with Re-Ranking for Chinese Machine Reading Comprehension
Cited by: 0
Author(s): Junjie Zeng, Xiaoya Sun, Qi Zhang, Xinmeng Li
Software Mentions: 6
Published: over 3 years ago
10.1038/s41598-019-46718-3
Pan-Renal Cell Carcinoma classification and survival prediction from histopathology images using deep learning
Cited by: 124
Author(s): Sairam Tabibu, P. K. Vinod, C. V. Jawahar
Software Mentions: 5
Published: over 5 years ago
10.3389/fnhum.2021.700281
A Neural Network Model of Lexical-Semantic Competition During Spoken Word Recognition
Cited by: 3
Author(s): Mihaela Duta, Kim Plunkett
Software Mentions: 5
Published: about 3 years ago
10.1371/journal.pone.0212849
DeephESC 2.0: Deep Generative Multi Adversarial Networks for improving the classification of hESC
Cited by: 11
Author(s): Rajkumar Theagarajan, Bir Bhanu
Software Mentions: 5
Published: over 5 years ago
10.7717/peerj-cs.353
Joint embedding VQA model based on dynamic word vector
Cited by: 116
Author(s): Zhiyang Ma, Wenfeng Zheng, Xiaobing Chen, Lirong Yin
Software Mentions: 4
Published: over 3 years ago
10.1186/s13007-021-00747-0
Maize-IAS: a maize image analysis software using deep learning for high-throughput plant phenotyping
Cited by: 17
Author(s): Shuo Zhou, Xiujuan Chai, Zixuan Yang, Hongwu Wang, Chenxue Yang, Tan Sun
Software Mentions: 4
Published: over 3 years ago
10.1186/s12859-020-3427-8
Standard machine learning approaches outperform deep representation learning on phenotype prediction from transcriptomics data
Cited by: 33
Author(s): Aaron Smith, Jonathan R. Walsh, John M. Long, Craig B. Davis, Peter V. Henstock, Martin R. Hodge, Mateusz Maciejewski, Xinmeng Jasmine Mu, Stephen Ra, Shanrong Zhao, Daniel Ziemek, Charles K. Fisher
Software Mentions: 4
Published: over 4 years ago
10.3389/fnbot.2019.00076
Hybrid Brain-Computer-Interfacing for Human-Compliant Robots: Inferring Continuous Subjective Ratings With Deep Regression
Cited by: 3
Author(s): Lukas Dominique Josef Fiederer, Martin A. Volker, Robin Tibor Schirrmeister, Wolfram Burgard, Joschka Boedecker, Tonio Ball
Software Mentions: 4
Published: about 5 years ago
10.1186/s12920-020-00829-3
Network-based drug sensitivity prediction
Cited by: 21
Author(s): Khandakar Tanvir Ahmed, Sunho Park, Qibing Jiang, Yunku Yeu, Tae Hyun Hwang, Wei Zhang
Software Mentions: 3
Published: almost 4 years ago
10.2196/19848
Chinese Clinical Named Entity Recognition in Electronic Medical Records: Development of a Lattice Long Short-Term Memory Model With Contextualized Character Representations
Cited by: 23
Author(s): Yongbin Li, Xiaohua Wang, Linhu Hui, Zou Li-ping, Hongjin Li, Xu Luo, Weihai Liu
Software Mentions: 3
Published: about 4 years ago
10.3390/genes11121475
MirLocPredictor: A ConvNet-Based Multi-Label MicroRNA Subcellular Localization Predictor by Incorporating k-Mer Positional Information
Cited by: 13
Author(s): Muhammad Nabeel Asim, Muhammad Imran Malik, Christoph Zehe, Johan Trygg, Andreas Dengel, Sheraz Ahmed
Software Mentions: 3
Published: almost 4 years ago
10.1038/s41598-021-91965-y
Realistic high-resolution lateral cephalometric radiography generated by progressive growing generative adversarial network and quality evaluations
Cited by: 4
Author(s): Mingyu Kim, Sung‐Chul Kim, Minjee Kim, Hyun‐Jin Bae, Jae-Woo Park, Namkug Kim
Software Mentions: 3
Published: over 3 years ago
10.7717/peerj-cs.646
A new smart healthcare framework for real-time heart disease detection based on deep and machine learning
Cited by: 6
Author(s): Haitham Elwahsh, Engy El-Shafeiy, Saad Alanazi, Medhat A. Tawfeek
Software Mentions: 2
Published: over 3 years ago
10.1371/journal.pone.0238454
Biological batch normalisation: How intrinsic plasticity improves learning in deep neural networks
Cited by: 2
Author(s): Nolan Peter Shaw, Tyler Jackson, Jeff Orchard
Software Mentions: 2
Published: about 4 years ago
10.1155/2019/1353601
Generating Point Cloud from Measurements and Shapes Based on Convolutional Neural Network: An Application for Building 3D Human Model
Cited by: 3
Author(s): Mau Tung Nguyen, Dang Thanh Vu, Minh Kieu Tran Thi
Software Mentions: 2
Published: about 5 years ago
10.3389/frai.2021.681108
A Survey of Topological Machine Learning Methods
Cited by: 45
Author(s): Felix Hensel, Michael Moor, Bastian Rieck
Software Mentions: 2
Published: over 3 years ago
10.3389/fncom.2021.619508
Target Detection Using Ternary Classification During a Rapid Serial Visual Presentation Task Using Magnetoencephalography Data
Cited by: 1
Author(s): Chuncheng Zhang, Shuang Qiu, Shengpei Wang, Huiguang He
Software Mentions: 2
Published: over 3 years ago
10.3389/frobt.2019.00022
Model-Based Control of Soft Actuators Using Learned Non-linear Discrete-Time Models
Cited by: 40
Author(s): Phillip Hyatt, David Wingate, Marc D. Killpack
Software Mentions: 2
Published: over 5 years ago
10.1186/s13321-021-00494-3
Using GANs with adaptive training data to search for new molecules
Cited by: 18
Author(s): Andrew E. Blanchard, Christopher B. Stanley, Debsindhu Bhowmik
Software Mentions: 2
Published: over 3 years ago
10.1038/s41598-020-65958-2
Deep Learning-Based Quantification of Pulmonary Hemosiderophages in Cytology Slides
Cited by: 38
Author(s): Christian Marzahl, Marc Aubreville, Christof A. Bertram, Jason Stayt, Anne‐Katherine Jasensky, Florian Bartenschlager, Marco Fragoso-Garcia, Ann Kristin Barton, Svenja Elsemann, Samir Jabari, Jens Krauth, Prathmesh Madhu, Jörn Voigt, Jenny Hill, Robert Klopfleisch, Andreas Maier
Software Mentions: 2
Published: over 4 years ago
10.3390/s20061761
Using Deep Learning to Forecast Maritime Vessel Flows
Cited by: 24
Author(s): Xiangyu Zhou, Zhengjiang Liu, Fengwu Wang, Yajuan Xie, Xuexi Zhang
Software Mentions: 2
Published: over 4 years ago
10.3390/s20236745
Multi-Object Tracking Algorithm for RGB-D Images Based on Asymmetric Dual Siamese Networks
Cited by: 1
Author(s): Wenli Zhang, Kun Yang, Yitao Xin, Tingsong Zhao
Software Mentions: 2
Published: almost 4 years ago
10.3390/s21030690
Semantic Segmentation Leveraging Simultaneous Depth Estimation
Cited by: 4
Author(s): Wenbo Sun, Zhi Gao, Jinqiang Cui, Bharath Ramesh, Bin Zhang, Ziyao Li
Software Mentions: 2
Published: almost 4 years ago
10.3390/s21061983
Attention-Based Context Aware Network for Semantic Comprehension of Aerial Scenery
Cited by: 0
Author(s): Weipeng Shi, Wenhu Qin, Zhonghua Yun, Peng Ping, Kaiyang Wu, Yuke Qu
Software Mentions: 2
Published: over 3 years ago
10.3390/s21113846
Multi-Scale Superpixels Dimension Reduction Hyperspectral Image Classification Algorithm Based on Low Rank Sparse Representation Joint Hierarchical Recursive Filtering
Cited by: 5
Author(s): Shenming Qu, Xuan Li, Shengbin Liang
Software Mentions: 2
Published: over 3 years ago
10.1155/2021/5594649
DL-MRI: A Unified Framework of Deep Learning-Based MRI Super Resolution
Cited by: 3
Author(s): Huanyu Liu, Jiaqi Liu, Junbao Li, Jeng‐Shyang Pan, Xiaqiong Yu
Software Mentions: 2
Published: over 3 years ago
10.3389/fonc.2021.700343
Virtual Patient-Specific Quality Assurance of IMRT Using UNet++: Classification, Gamma Passing Rates Prediction, and Dose Difference Prediction
Cited by: 8
Author(s): Ying Huang, Yifei Pi, Kui Ma, Xiaojuan Miao, Sichao Fu, Hua Chen, Hao Wang, Hongzhou Gu, Yi Shao, Yi‐Shi Duan, Aihui Feng, Jiyong Wang, Ruxin Cai, Weihai Zhuo, Zhiyong Xu
Software Mentions: 1
Published: over 3 years ago
10.3389/fpls.2021.695749
Grape Leaf Black Rot Detection Based on Super-Resolution Image Enhancement and Deep Learning
Cited by: 15
Author(s): Jiajun Zhu, Ming Cheng, Qifan Wang, Hongliang Yuan, Zexiang Cai
Software Mentions: 1
Published: over 3 years ago
10.3390/s21093265
A Compact High-Quality Image Demosaicking Neural Network for Edge-Computing Devices
Cited by: 3
Author(s): Shuyu Wang, Mingxin Zhao, Runjiang Dou, Shuangming Yu, Liyuan Liu, Nanjian Wu
Software Mentions: 1
Published: over 3 years ago
10.1371/journal.pone.0254521
The geometric attention-aware network for lane detection in complex road scenes
Cited by: 6
Author(s): Jianwu Long, ZeRan Yan, Lang Peng, Tong Li
Software Mentions: 1
Published: over 3 years ago
10.3390/s21103389
An Instance Segmentation-Based Method to Obtain the Leaf Age and Plant Centre of Weeds in Complex Field Environments
Cited by: 6
Author(s): Longzhe Quan, Bing Wu, Shouren Mao, Chunjie Yang, Hengda Li
Software Mentions: 1
Published: over 3 years ago
10.1073/pnas.2011362118
Laboratory earthquake forecasting: A machine learning competition
Cited by: 34
Author(s): Paul A. Johnson, Bertrand Rouet‐Leduc, L. J. Pyrak‐Nolte, Gregory C. Beroza, Chris Marone, Claudia Hulbert, Addison Howard, Philipp Singer, Dmitry Gordeev, Dimosthenis Karaflos, Corey James Levinson, Pascal Pfeiffer, Kin Ming Puk, Walter Reade
Software Mentions: 1
Published: almost 4 years ago
10.1186/s13007-021-00736-3
L2MXception: an improved Xception network for classification of peach diseases
Cited by: 12
Author(s): Na Yao, Fuchuan Ni, Ziyan Wang, Jun Luo, Wing‐Kin Sung, Chaoxi Luo, Guoliang Li
Software Mentions: 1
Published: over 3 years ago
10.1038/s41598-019-52737-x
Data augmentation using generative adversarial networks (CycleGAN) to improve generalizability in CT segmentation tasks
Cited by: 347
Author(s): Veit Sandfort, Ke Yan, Perry J. Pickhardt
Software Mentions: 1
Published: about 5 years ago
10.1186/s12864-018-5283-8
Deep learning for DNase I hypersensitive sites identification
Cited by: 8
Author(s): Chuqiao Lyu, Lei Wang, Juhua Zhang
Software Mentions: 1
Published: almost 6 years ago
10.1038/s41598-021-81011-2
Automating the assessment of biofouling in images using expert agreement as a gold standard
Cited by: 11
Author(s): Nathaniel J Bloomfield, Susan Wei, Bartholomew A Woodham, P. N. Wilkinson, Andrew P. Robinson
Software Mentions: 1
Published: almost 4 years ago
10.1038/s41598-021-91486-8
Functional prediction of environmental variables using metabolic networks
Cited by: 1
Author(s): Adèle Weber Zendrera, Nataliya Sokolovska, Hédi Soula
Software Mentions: 1
Published: over 3 years ago
10.15252/msb.202010179
The genotype‐phenotype landscape of an allosteric protein
Cited by: 32
Author(s): Drew S. Tack, Peter D. Tonner, Abe Pressman, Nathan D. Olson, Sasha F. Levy, Eugenia F. Romantseva, Nina Alperovich, Olga Vasilyeva, David Ross
Software Mentions: 1
Published: over 3 years ago
10.3390/s19030667
Predicting Depth from Single RGB Images with Pyramidal Three-Streamed Networks
Cited by: 12
Author(s): Songnan Chen, Mengxia Tang, Jiangming Kan
Software Mentions: 1
Published: almost 6 years ago
10.3390/s20041085
Automated Video Behavior Recognition of Pigs Using Two-Stream Convolutional Networks
Cited by: 22
Author(s): Kaifeng Zhang, Dan Li, Jichao Huang, Yifei Chen
Software Mentions: 1
Published: almost 5 years ago
10.3390/s21113848
Knowledge and Geo-Object Based Graph Convolutional Network for Remote Sensing Semantic Segmentation
Cited by: 10
Author(s): Wei Cui, Yan Meng, Yuanjie Hao, Ziwei Wang, Xin He, Weijie Wu, Jie Li, Huilin Zhao, Cong Xia, Jin Wang
Software Mentions: 1
Published: over 3 years ago
10.3390/s20061591
Single Image De-Raining via Improved Generative Adversarial Nets
Cited by: 5
Author(s): Yi Ren, Mengzhen Nie, Shichao Li, Chuankun Li
Software Mentions: 1
Published: over 4 years ago
10.3390/s20072157
Energy Management of Smart Home with Home Appliances, Energy Storage System and Electric Vehicle: A Hierarchical Deep Reinforcement Learning Approach
Cited by: 59
Author(s): Sangyoon Lee, Dae-Hyun Choi
Software Mentions: 1
Published: over 4 years ago
10.3390/s20113271
Detecting Coal Pulverizing System Anomaly Using a Gated Recurrent Unit and Clustering
Cited by: 3
Author(s): Zian Chen, Zhiyu Yan, Haojun Jiang, Zijun Que, Guozhen Gao, Zhengguo Xu
Software Mentions: 1
Published: over 4 years ago
10.3390/s20174979
An Ore Image Segmentation Method Based on RDU-Net Model
Cited by: 18
Author(s): Dong Xiao, Xiwen Liu, Ba Tuan Le, Zhiwen Ji, Xiaoyu Sun
Software Mentions: 1
Published: about 4 years ago
10.3390/s20174727
End-to-End Training for Compound Expression Recognition
Cited by: 5
Author(s): Hongfei Li, Qing Li
Software Mentions: 1
Published: over 4 years ago
10.3390/s20205762
Automatic System for Visual Detection of Dirt Buildup on Conveyor Belts Using Convolutional Neural Networks
Cited by: 5
Author(s): André Almeida Santos, Filipe Augusto Santos Rocha, Amanda Maria Sena Reis, Frederico Gadelha Guimarães
Software Mentions: 1
Published: about 4 years ago
10.3390/s20216011
Measuring the Uncertainty of Predictions in Deep Neural Networks with Variational Inference
Cited by: 9
Author(s): Jan Steinbrener, Konstantin Posch, Jürgen Pilz
Software Mentions: 1
Published: about 4 years ago
10.3390/s20216264
Reconstruction of High-Precision Semantic Map
Cited by: 4
Author(s): Xinyuan Tu, Jian Zhang, Runhao Luo, Kai Wang, Qingji Zeng, Yu Zhou, Yao Yu, Sidan Du
Software Mentions: 1
Published: about 4 years ago
10.3390/s21186200
Dual Optical Path Based Adaptive Compressive Sensing Imaging System
Cited by: 1
Author(s): Hongliang Li, Ke Lü, Jian Xue, Feng Dai, Yongdong Zhang
Software Mentions: 1
Published: about 3 years ago
10.3390/s21010229
Mobility-Included DNN Partition Offloading from Mobile Devices to Edge Clouds
Cited by: 13
Author(s): Xianzhong Tian, Juan Zhu, Ting Xu, Yanjun Li
Software Mentions: 1
Published: almost 4 years ago
10.1186/s12974-020-02070-2
Neuroinflammatory processes are augmented in mice overexpressing human heat-shock protein B1 following ethanol-induced brain injury
Cited by: 9
Author(s): Brigitta Dukay, Fruzsina R. Walter, Judit P. Vigh, Beáta Barabási, Petra Hajdu, Tamás Balassa, Ede Migh, András Kincses, Zsófia Hoyk, Titanilla Szögi, Emőke Borbély, Bálint Csoboz, Péter Horváth, Lívia Fülöp, Botond Penke, László Vı́gh, Mária A. Deli, Miklós Sántha, Melinda E. Tóth
Software Mentions: 1
Published: almost 4 years ago
10.1155/2021/8838401
Calibration of the EBT3 Gafchromic Film Using HNN Deep Learning
Cited by: 0
Author(s): Liyun Chang, Shyh-An Yeh, Sheng-Yow Ho, Hueisch‐Jy Ding, Pang-Yu Chen, Tsair-Fwu Lee
Software Mentions: 1
Published: almost 4 years ago
10.3390/s21062052
Deep Learning-Based Congestion Detection at Urban Intersections
Cited by: 4
Author(s): Xiaobo Yang, Fengjiao Wang, Zhan-Tao Bai, Fei-fei Xun, Yulin Zhang, Xiuyang Zhao
Software Mentions: 1
Published: over 3 years ago
10.3390/bioengineering8030035
Deep Neural Networks and Transfer Learning on a Multivariate Physiological Signal Dataset
Cited by: 16
Author(s): Andrea Bizzego, Giulio Gabrieli, Gianluca Esposito
Software Mentions: 1
Published: over 3 years ago
10.3390/e23070919
Cross-Modality Person Re-Identification Based on Heterogeneous Center Loss and Non-Local Features
Cited by: 3
Author(s): Rensheng Chen, Peng Pan, Aihua Zheng, Jin Tang
Software Mentions: 1
Published: over 3 years ago
10.3390/e21111121
Distribution Structure Learning Loss (DSLL) Based on Deep Metric Learning for Image Retrieval
Cited by: 5
Author(s): Lili Fan, Hongwei Zhao, Haoyu Zhao, Pingping Li, Huangshui Hu
Software Mentions: 1
Published: about 5 years ago
10.3390/s21082691
Unsupervised Monocular Depth Estimation for Colonoscope System Using Feedback Network
Cited by: 10
Author(s): Seung-Jun Hwang, Sung-Jun Park, Gyu-Min Kim, Joong-Hwan Baek
Software Mentions: 1
Published: over 3 years ago
10.3389/fncom.2021.675741
Toward Software-Equivalent Accuracy on Transformer-Based Deep Neural Networks With Analog Memory Devices
Cited by: 12
Author(s): Katherine Spoon, Hsinyu Tsai, An Chen, Malte J. Rasch, Stefano Ambrogio, Charles Mackin, Andrea Fasoli, Alexander Friz, Pritish Narayanan, Miloš Stanisavljević, Geoffrey W. Burr
Software Mentions: 1
Published: over 3 years ago
10.3390/s21093106
Detection Method for Bolted Connection Looseness at Small Angles of Timber Structures based on Deep Learning
Cited by: 18
Author(s): Yabin Yu, Ying Liu, Jiawei Chen, Dong Jiang, Zilong Zhuang, Xiaoli Wu
Software Mentions: 1
Published: over 3 years ago
10.3389/fncom.2021.626259
The Face Module Emerged in a Deep Convolutional Neural Network Selectively Deprived of Face Experience
Cited by: 7
Author(s): Shan Xu, Yiyuan Zhang, Zonglei Zhen, Jia Liu
Software Mentions: 1
Published: over 3 years ago
10.3389/fgene.2021.680117
Application of Machine Learning for Drug–Target Interaction Prediction
Cited by: 16
Author(s): Lei Xu, Xiaoqing Ru, Rong Song
Software Mentions: 1
Published: over 3 years ago
10.3390/e21111109
Stochastic Gradient Annealed Importance Sampling for Efficient Online Marginal Likelihood Estimation
Cited by: 1
Author(s): Scott A. Cameron, H. C. Eggers, Steve Kroon
Software Mentions: 1
Published: about 5 years ago
10.3389/fmed.2021.688986
Algorithm for Detection and Quantification of Hyperreflective Dots on Optical Coherence Tomography in Diabetic Macular Edema
Cited by: 7
Author(s): Haifan Huang, Liangjiu Zhu, Weifang Zhu, Tian Lin, Leonoor I. Los, Chenpu Yao, Xinjian Chen, Haoyu Chen
Software Mentions: 1
Published: over 3 years ago
10.1155/2021/8387382
Neural Network-Based Mapping Mining of Image Style Transfer in Big Data Systems
Cited by: 7
Author(s): Hong An Li, Qiaoxue Zheng, Xin Qi, Wenjing Yan, Wen Zheng, Na Li, Chu Tang
Software Mentions: 1
Published: over 3 years ago
10.1155/2021/9968716
Quadruplet-Based Deep Cross-Modal Hashing
Cited by: 2
Author(s): Huan Liu, Jiang Xiong, Nian Zhang, Fuming Liu, Xitao Zou
Software Mentions: 1
Published: over 3 years ago