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1Learning extreme vegetation response to climate forcing: A comparison of recurrent neural network architectures
F. Martinuzzi, M. Mahecha, G. Camps-Valls, D. Montero, T. Williams, and K. Mora. EGUsphere, (2023)
9 months ago by @scadsfct
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1Language Modeling on a SpiNNaker 2 Neuromorphic Chip
K. Nazeer, M. Schöne, R. Mukherji, B. Vogginger, C. Mayr, D. Kappel, and A. Subramoney. (2024)
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1Genetically regulated gene expression and proteins revealed discordant effects
J. Pott, T. Garcia, S. Hauck, A. Petrera, K. Wirkner, M. Loeffler, H. Kirsten, A. Peters, and M. Scholz. PloS one, 17 (5): e0268815 (2022)
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1Performance evolution of configurable software systems: an empirical study
C. Kaltenecker, S. Mühlbauer, A. Grebhahn, N. Siegmund, and S. Apel. Empirical Software Engineering, 28 (6): 152 (2023)
9 months ago by @scadsfct
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2CINM (Cinnamon): A Compilation Infrastructure for Heterogeneous Compute In-Memory and Compute Near-Memory Paradigms
A. Khan, H. Farzaneh, K. Friebel, C. Fournier, L. Chelini, and J. Castrillon. Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS'25), Association for Computing Machinery, (March 2025)
9 months ago by @scadsfct
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1Normalizing Flow Based Feature Synthesis for Outlier-Aware Object Detection
N. Kumar, S. Segvić, A. Eslami, and S. Gumhold. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), page 5156-5165. (June 2023)
9 months ago by @scadsfct
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2Towards Transparency and Knowledge Exchange in AI-assisted Data Analysis Code Generation
R. Haase. Nature Computational Science, (October 2024)
9 months ago by @scadsfct
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2NEXAS: A Visual Tool for Navigating and Exploring Argumentation Solution Spaces
R. Dachselt, S. Gaggl, M. Krötzsch, J. Méndez, D. Rusovac, and M. Yang. Proceedings of the 9th International Conference on Computational Models of Argument (COMMA 2022), volume 220146 of FAIA, page 116–127. Netherlands, IOS Press, Amsterdam u. a., (Sep 1, 2022)Publisher Copyright: © 2022 The authors and IOS Press. All rights reserved..
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1Vision-Based DRL Autonomous Driving Agent with Sim2Real Transfer
D. Li, and O. Okhrin. 2023 IEEE 26th International Conference on Intelligent Transportation Systems, ITSC 2023, page 866--873. United States of America, Institute of Electrical and Electronics Engineers Inc., (2023)Publisher Copyright: © 2023 IEEE.; 26th IEEE International Conference on Intelligent Transportation Systems : Towards a New Era of Human-aware, Human-interactive, and Human-friendly ITS, ITSC 2023 ; Conference date: 24-09-2023 Through 28-09-2023.
9 months ago by @scadsfct
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1Parallel Discrete Convolutions on Adaptive Particle Representations of Images
J. Jonsson, B. Cheeseman, S. Maddu, K. Gonciarz, and I. Sbalzarini. IEEE Transactions on Image Processing, (Jan 1, 2022)Publisher Copyright: © 1992-2012 IEEE..
9 months ago by @scadsfct
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1Netrank: network-based approach for biomarker discovery
A. Al-Fatlawi, E. Rusadze, A. Shmelkin, N. Malekian, C. Ozen, C. Pilarsky, and M. Schroeder. BMC bioinformatics, (Jul 29, 2023)Publisher Copyright: © 2023, The Author(s)..
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1Is Protein BLAST a thing of the past?
A. Al-Fatlawi, M. Menzel, and M. Schroeder. Nature communications, (Dec 11, 2023)
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1The Rad52 SSAP superfamily and new insight into homologous recombination
A. Al-Fatlawi, M. Schroeder, and A. Stewart. Communications biology, (Jan 23, 2023)Funding Information: We gratefully acknowledge support from ZIH of TU Dresden and the BMBF Project scads.ai..
9 months ago by @scadsfct
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1Efficient Dependency Analysis for Rule-Based Ontologies
L. González, A. Ivliev, M. Krötzsch, and S. Mennicke. The Semantic Web – ISWC 2022, page 267 -- 283. Germany, Springer, Berlin u. a., (Oct 16, 2022)Publisher Copyright: © 2022, The Author(s), under exclusive license to Springer Nature Switzerland AG..
9 months ago by @scadsfct
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1Tuple-Generating Dependencies Capture Complex Values
M. Marx, and M. Krötzsch. Proceedings of the 25th International Conference on Database Theory (ICDT 2022), volume 220 of 25th International Conference on Database Theory (ICDT 2022) ; Vol. 220, page 13:1–13:20. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, (Mar 1, 2022)Publisher Copyright: © Maximilian Marx and Markus Krötzsch;.
9 months ago by @scadsfct
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1Auto-DOK: Compiler-Assisted Automatic Detection of Offload Kernels for FPGA-HBM Architectures
V. Iskandar, M. Abd El Ghany, and D. Goehringer. Proceedings - 2023 26th Euromicro Conference on Digital System Design, DSD 2023, page 577--584. United States of America, Institute of Electrical and Electronics Engineers Inc., (2023)Publisher Copyright: © 2023 IEEE.; 26th Euromicro Conference on Digital System Design, DSD 2023 ; Conference date: 06-09-2023 Through 08-09-2023.
9 months ago by @scadsfct
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1OmniOpt – A tool for hyperparameter optimization on HPC
P. Winkler, N. Koch, A. Hornig, and J. Gerritzen. High Performance Computing - ISC High Performance Digital 2021 International Workshops, 2021, Revised Selected Papers, page 285--296. Germany, Springer, Berlin u. a., (Nov 13, 2021)Publisher Copyright: © 2021, Springer Nature Switzerland AG.; International Conference on High Performance Computing, ISC High Performance 2021 ; Conference date: 24-06-2021 Through 02-07-2021.
9 months ago by @scadsfct
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1Distributed Sparse Block Grids on GPUs
P. Incardona, T. Bianucci, and {. Sbalzarini. High Performance Computing, page 272--290. Germany, Springer, Berlin u. a., (2021)Publisher Copyright: © 2021, Springer Nature Switzerland AG.; 36th International Conference on High Performance Computing, ISC High Performance 2021 ; Conference date: 24-06-2021 Through 02-07-2021.
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1Learning physically consistent differential equation models from data using group sparsity
S. Maddu, {. Cheeseman, {. Müller, and {. Sbalzarini. Physical Review E, (April 2021)Publisher Copyright: © 2021 authors..
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1STENCIL-NET: Data-driven solution-adaptive discretization of partial differential equations
S. Maddu, D. Sturm, {. Cheeseman, {. Müller, and {. Sbalzarini. WorkingPaper, (Jan 15, 2021)
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1Learning extreme vegetation response to climate forcing: A comparison of recurrent neural network architectures

1Language Modeling on a SpiNNaker 2 Neuromorphic Chip

1Genetically regulated gene expression and proteins revealed discordant effects

1Performance evolution of configurable software systems: an empirical study

2CINM (Cinnamon): A Compilation Infrastructure for Heterogeneous Compute In-Memory and Compute Near-Memory Paradigms

1Normalizing Flow Based Feature Synthesis for Outlier-Aware Object Detection

2Towards Transparency and Knowledge Exchange in AI-assisted Data Analysis Code Generation

2NEXAS: A Visual Tool for Navigating and Exploring Argumentation Solution Spaces

1Vision-Based DRL Autonomous Driving Agent with Sim2Real Transfer

1Parallel Discrete Convolutions on Adaptive Particle Representations of Images

1Netrank: network-based approach for biomarker discovery

1Is Protein BLAST a thing of the past?

1The Rad52 SSAP superfamily and new insight into homologous recombination

1Efficient Dependency Analysis for Rule-Based Ontologies

1Tuple-Generating Dependencies Capture Complex Values

1Auto-DOK: Compiler-Assisted Automatic Detection of Offload Kernels for FPGA-HBM Architectures

1OmniOpt – A tool for hyperparameter optimization on HPC

1Distributed Sparse Block Grids on GPUs

1Learning physically consistent differential equation models from data using group sparsity

1STENCIL-NET: Data-driven solution-adaptive discretization of partial differential equations

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