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2020 – today
- 2024
[c2]Nilotpal Sinha, Abd El Rahman Shabayek, Anis Kacem, Peyman Rostami, Carl Shneider, Djamila Aouada:
Hardware Aware Evolutionary Neural Architecture Search using Representation Similarity Metric. WACV 2024: 2616-2625- 2023
- [i7]Leo Pauly, Wassim Rharbaoui, Carl Shneider, Arunkumar Rathinam
, Vincent Gaudillière, Djamila Aouada:
A Survey on Deep Learning-Based Monocular Spacecraft Pose Estimation: Current State, Limitations and Prospects. CoRR abs/2305.07348 (2023) - [i6]Carl Shneider, Peyman Rostami, Anis Kacem, Nilotpal Sinha, Abd El Rahman Shabayek, Djamila Aouada:
Impact of Disentanglement on Pruning Neural Networks. CoRR abs/2307.09994 (2023) - [i5]Nilotpal Sinha, Abd El Rahman Shabayek, Anis Kacem, Peyman Rostami, Carl Shneider, Djamila Aouada:
Hardware Aware Evolutionary Neural Architecture Search using Representation Similarity Metric. CoRR abs/2311.03923 (2023) - 2021
- [j1]Peter W. Hatfield, Jim A. Gaffney, Gemma J. Anderson, Suzanne Ali, Luca Antonelli, Suzan Basegmez du Pree, Jonathan Citrin, Marta Fajardo, Patrick F. Knapp, Brendan Kettle, Bogdan Kustowski, Michael J. MacDonald, Derek Mariscal, Madison E. Martin, Taisuke Nagayama, Charlotte A. J. Palmer, J. Luc Peterson, Steven J. Rose, J. J. Ruby, Carl Shneider, Matt J. V. Streeter, Will Trickey, Ben Williams:
The data-driven future of high-energy-density physics. Nat. 593(7859): 351-361 (2021) - [i4]Carl Shneider, Andong Hu, Ajay K. Tiwari, Monica G. Bobra, Karl Battams, Jannis Teunissen, Enrico Camporeale:
A Machine-Learning-Ready Dataset Prepared from the Solar and Heliospheric Observatory Mission. CoRR abs/2108.06394 (2021) - 2020
- [d6]James A. Meakin, Harm van Zeeland, Marcel Koek, Paul K. Gerke, Bart De Dobbelaer, Hans Pinckaers, Carl Shneider, Haimasree Bhattacharya, Roel Zinkstok, Ecem Sogancioglu, Cristina González-Gonzalo, Hans Meine, Alexander Köhn, Miriam Groeneveld, Tom Klaver, Karel Gerbrands, Darío Hereñú, Sjoerd Kerkstra, Bram van Ginneken:
Grand Challenge.org. Zenodo, 2020
- [d5]James A. Meakin, Harm van Zeeland, Marcel Koek, Paul K. Gerke, Bart De Dobbelaer, Hans Pinckaers, Carl Shneider, Haimasree Bhattacharya, Roel Zinkstok, Ecem Sogancioglu, Cristina González-Gonzalo, Hans Meine, Alexander Köhn, Miriam Groeneveld, Tom Klaver, Karel Gerbrands, Darío Hereñú, Sjoerd Kerkstra, Bram van Ginneken:
Grand Challenge.org. Zenodo, 2020 - [d4]James Meakin, Harm van Zeeland, Marcel Koek, Paul K. Gerke, Bart De Dobbelaer, Hans Pinckaers, Carl Shneider, Haimasree Bhattacharya, Roel Zinkstok, Ecem Sogancioglu, Cristina González-Gonzalo, Hans Meine, Alexander Köhn, Miriam Groeneveld, Tom Klaver, Karel Gerbrands, Darío Hereñú, Sjoerd Kerkstra, Bram van Ginneken:
Grand Challenge.org. Zenodo, 2020 - [d3]Andrés Muñoz-Jaramillo, Xavier Gitiaux, Anna Jungbluth, Shane A. Maloney, Carl Shneider, Paul J. Wright, Michel Deudon, Alfredo Kalaitzis, Atilim Günes Baydin, Yarin Gal:
Converter software to calibrate and super-resolve solar magnetograms. Zenodo, 2020 - [i3]Shagun Sodhani, Mayoore S. Jaiswal, Lauren Baker, Koustuv Sinha, Carl Shneider, Peter Henderson, Joel Lehman, Ryan Lowe:
Ideas for Improving the Field of Machine Learning: Summarizing Discussion from the NeurIPS 2019 Retrospectives Workshop. CoRR abs/2007.10546 (2020)
2010 – 2019
- 2019
- [d2]James Meakin, Harm van Zeeland, Marcel Koek, Paul K. Gerke, Bart De Dobbelaer, Hans Pinckaers, Carl Shneider, Haimasree Bhattacharya, Roel Zinkstok, Ecem Sogancioglu, Cristina González-Gonzalo, Hans Meine, Alexander Köhn, Miriam Groeneveld, Tom Klaver, Karel Gerbrands, Darío Hereñú, Sjoerd Kerkstra, Bram van Ginneken:
Grand Challenge.org. Zenodo, 2019 - [d1]James Meakin, Harm van Zeeland, Marcel Koek, Paul K. Gerke, Bart De Dobbelaer, Hans Pinckaers, Carl Shneider, Haimasree Bhattacharya, Roel Zinkstok, Ecem Sogancioglu, Cristina González-Gonzalo, Hans Meine, Alexander Köhn, Miriam Groeneveld, Tom Klaver, Karel Gerbrands, Darío Hereñú, Sjoerd Kerkstra, Bram van Ginneken:
Grand Challenge.org. Zenodo, 2019 - [i2]Xavier Gitiaux, Shane A. Maloney, Anna Jungbluth, Carl Shneider, Paul J. Wright, Atilim Günes Baydin, Michel Deudon, Yarin Gal, Alfredo Kalaitzis, Andrés Muñoz-Jaramillo:
Probabilistic Super-Resolution of Solar Magnetograms: Generating Many Explanations and Measuring Uncertainties. CoRR abs/1911.01486 (2019) - [i1]Anna Jungbluth, Xavier Gitiaux, Shane A. Maloney, Carl Shneider, Paul J. Wright, Alfredo Kalaitzis, Michel Deudon, Atilim Günes Baydin, Yarin Gal, Andrés Muñoz-Jaramillo:
Single-Frame Super-Resolution of Solar Magnetograms: Investigating Physics-Based Metrics \& Losses. CoRR abs/1911.01490 (2019) - 2018
- [c1]Arnold Kuzniar, Jason Maassen, Stefan Verhoeven, Luca Santuari, Carl Shneider, Wigard Kloosterman, Jeroen de Ridder:
A Portable and Scalable Workflow for Detecting Structural Variants in Whole-Genome Sequencing Data. eScience 2018: 303-304
Coauthor Index
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