Christoph von der Malsburg - Related publications

Frankfurt Institute for Advanced Studies, Fijaš, Slovakia 
Neurobiology, Neural Networks, self-organization
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26 most relevant papers in past 60 days:
Year Citation  Score
2022 Zheng W, Hu J. Multivariate Time Series Prediction Based on Temporal Change Information Learning Method. Ieee Transactions On Neural Networks and Learning Systems. PMID 34982703 DOI: 10.1109/TNNLS.2021.3137178   
2022 Kim T, Lee S. Geometry-Aware Deep Video Deblurring via Recurrent Feature Refinement. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 34995189 DOI: 10.1109/TIP.2021.3137019   
2022 Teşileanu T, Golkar S, Nasiri S, Sengupta AM, Chklovskii DB. Neural Circuits for Dynamics-Based Segmentation of Time Series. Neural Computation. 1-49. PMID 35026035 DOI: 10.1162/neco_a_01476   
2022 Todd JT, Petrov AA. The many facets of shape. Journal of Vision. 22: 1. PMID 34982105 DOI: 10.1167/jov.22.1.1   
2022 Hwang BJ, Chen HH, Hsieh CH, Huang DY. Gaze Tracking Based on Concatenating Spatial-Temporal Features. Sensors (Basel, Switzerland). 22. PMID 35062502 DOI: 10.3390/s22020545   
2022 Zhou H, Chen H, Zhang Y, Wei M, Xie H, Wang J, Lu T, Qin J, Zhang XP. Refine-Net: Normal Refinement Neural Network for Noisy Point Clouds. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 35077361 DOI: 10.1109/TPAMI.2022.3145877   
2022 Kandathil SM, Greener JG, Lau AM, Jones DT. Ultrafast end-to-end protein structure prediction enables high-throughput exploration of uncharacterized proteins. Proceedings of the National Academy of Sciences of the United States of America. 119. PMID 35074909 DOI: 10.1073/pnas.2113348119   
2022 Sun X, Zhang X, Xu C, Xiao M, Tang Y. Tensorial Multiview Representation for Saliency Detection via Nonconvex Approach. Ieee Transactions On Cybernetics. PMID 35025754 DOI: 10.1109/TCYB.2021.3139037   
2022 Wang Y, Wang C, Wu H, Chen P. An improved Deeplabv3+ semantic segmentation algorithm with multiple loss constraints. Plos One. 17: e0261582. PMID 35045083 DOI: 10.1371/journal.pone.0261582   
2022 Gonçalves FB, Dutra LM, Silva RWC. Exact and computationally efficient Bayesian inference for generalized Markov modulated Poisson processes. Statistics and Computing. 32: 14. PMID 35013655 DOI: 10.1007/s11222-021-10074-y   
2022 Rodriguez-Vazquez J, Alvarez-Fernandez A, Molina M, Campoy P. Zenithal isotropic object counting by localization using adversarial training. Neural Networks : the Official Journal of the International Neural Network Society. 145: 155-163. PMID 34749028 DOI: 10.1016/j.neunet.2021.10.010   
2022 Kovács P, Bognár G, Huber C, Huemer M. VPNET: Variable Projection Networks. International Journal of Neural Systems. 32: 2150054. PMID 34651549 DOI: 10.1142/S0129065721500544   
2022 Verma S, Chugh S, Ghosh S, Rahman BMA. Artificial Neural Network Modelling for Optimizing the Optical Parameters of Plasmonic Paired Nanostructures. Nanomaterials (Basel, Switzerland). 12. PMID 35010120 DOI: 10.3390/nano12010170   
2022 Hsu C, Nisonoff H, Fannjiang C, Listgarten J. Learning protein fitness models from evolutionary and assay-labeled data. Nature Biotechnology. PMID 35039677 DOI: 10.1038/s41587-021-01146-5   
2022 Manna S, Loeffler TD, Batra R, Banik S, Chan H, Varughese B, Sasikumar K, Sternberg M, Peterka T, Cherukara MJ, Gray SK, Sumpter BG, Sankaranarayanan SKRS. Learning in continuous action space for developing high dimensional potential energy models. Nature Communications. 13: 368. PMID 35042872 DOI: 10.1038/s41467-021-27849-6   
2022 Na GS, Jang S, Chang H. Nonlinearity encoding to improve extrapolation capabilities for unobserved physical states. Physical Chemistry Chemical Physics : Pccp. PMID 34982077 DOI: 10.1039/d1cp04450h   
2022 Yu Z, Shen D, Jin Z, Huang J, Cai D, Hua XS. Progressive Transfer Learning. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 35025744 DOI: 10.1109/TIP.2022.3141258   
2022 Goh WZ, Ursekar V, Howard MW. Predicting the Future with a Scale-Invariant Temporal Memory for the Past. Neural Computation. 1-44. PMID 35026027 DOI: 10.1162/neco_a_01475   
2022 Hou Q, Jiang Z, Yuan L, Cheng MM, Yan S, Feng J. Vision Permutator: A Permutable MLP-Like Architecture for Visual Recognition. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 35077359 DOI: 10.1109/TPAMI.2022.3145427   
2022 Meunier F, Couvreur V, Vanderborght J, Javaux M. How to Define the Appropriate Spatial Resolution of Root Segments When Solving Water Flow in Root System Hydraulic Architectures. Methods in Molecular Biology (Clifton, N.J.). 2395: 285-291. PMID 34822159 DOI: 10.1007/978-1-0716-1816-5_14   
2022 Sohns JT, Schmitt M, Jirasek F, Hasse H, Leitte H. Attribute-based Explanation of Non-Linear Embeddings of High-Dimensional Data. Ieee Transactions On Visualization and Computer Graphics. 28: 540-550. PMID 34587086 DOI: 10.1109/TVCG.2021.3114870   
2022 Kang S, Hwang J, Chung K. Domain-Specific On-Device Object Detection Method. Entropy (Basel, Switzerland). 24. PMID 35052102 DOI: 10.3390/e24010077   
2022 Yuan X, Wang Y, Liu J, Sun C. Action Mapping: A Reinforcement Learning Method for Constrained-Input Systems. Ieee Transactions On Neural Networks and Learning Systems. PMID 35025751 DOI: 10.1109/TNNLS.2021.3138924   
2022 Wang R, Fang F, Cui J, Zheng W. Learning self-driven collective dynamics with graph networks. Scientific Reports. 12: 500. PMID 35017588 DOI: 10.1038/s41598-021-04456-5   
2022 Mo L, Yu H, Hua W. Pruning Growing Self-Organizing Map Network for Human Physical Activity Identification. Journal of Healthcare Engineering. 2022: 9972406. PMID 35028128 DOI: 10.1155/2022/9972406   
2022 Tran MQ, Do T, Tran H, Tjiputra E, Tran QD, Nguyen A. Light-weight Deformable Registration using Adversarial Learning with Distilling Knowledge. Ieee Transactions On Medical Imaging. PMID 34990354 DOI: 10.1109/TMI.2022.3141013