JuLib | Articles & more - {Jitsev, Jenia}

1

Journal Article

UTILE-Gen: Automated Image Analysis in Nanoscience Using Synthetic Dataset Generator and Deep Learning

Colliard-Granero, André
2023

ACS nanoscience Au, 3 (2023) S. 398–407

“...Jitsev, Jenia...”
OpenAccess

2

Journal Article

Adversarial domain adaptation to reduce sample bias of a high energy physics event classifier

Clavijo, J. M.
2022

Machine learning: science and technology, 3 (2022) 1, S. 015014

“...Jitsev, Jenia...”
OpenAccess

3

Journal Article

Deep learning for the automation of particle analysis in catalyst layers for polymer electrolyte fuel cells

Colliard-Granero, André
2022

Nanoscale, 14 (2022) 1, S. 10 - 18

“...Jitsev, Jenia...”
Get full text Published on 2021-11-24. Available in OpenAccess from 2022-11-24. Restricted

4

Poster

Synergizing Ontologies and Graph Databases for Energy Materials-to-Device Workflows

Dreger, Max
2022

“...Jitsev, Jenia...”
OpenAccess

5

Contribution to a book
Contribution to a conference proceedings

LAION-5B: An open large-scale dataset for training next generation image-text models

Schuhmann, Christoph
2022

35

“...Jitsev, Jenia...”
Get full text OpenAccess

6

Lecture

Introduction to Scalable Deep Learning

Kesselheim, Stefan
2021

“...Jitsev, Jenia...”

7

Talk (non-conference)

Improving Transfer Learning via Large-Scale Model Pre-Training

Jitsev, Jenia
2021

“...Jitsev, Jenia...”

8

Conference Presentation

Impact of large-scale pre-training on intra- and inter-domain transfer learning in full and few-shot regimes

Jitsev, Jenia
2021

“...Jitsev, Jenia...”

9

Contribution to a conference proceedings

Generative Adversarial Deep Learning with Solar Images

Effenberger, Frederic
2021

“...Jitsev, Jenia...”

10

Journal Article

Divertor power load predictions based on machine learning

Brenzke, M.
2021

Nuclear fusion, 61 (2021) 4, S. 046023 -

“...Jitsev, Jenia...”

11

Contribution to a conference proceedings

Effect of Pre-Training Scale on Intra- and Inter-Domain Full and Few-Shot Transfer Learning for Natural and Medical X-Ray Chest Images

Cherti, Mehdi
2021

“...Jitsev, Jenia...”
Get full text OpenAccess

12

Conference Presentation

Diagonal SDC Preconditioning via Differentiable Programming and Reinforcement Learning

Schöbel, Ruth
2021

“...Jitsev, Jenia...”

13

Poster

AlphaNumerics Zero: First Steps, First Results, First Mysteries

Schöbel, Ruth
2021

“...Jitsev, Jenia...”

14

Poster

DeGeSim and the High Granularity Calorimeter for the CMS Experiment at the Large Hadron Collider

Scham, Moritz
2021

“...Jitsev, Jenia...”
Get full text OpenAccess

15

Contribution to a conference proceedings

LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs

Schuhmann, Christoph
2021

“...Jitsev, Jenia...”
Get full text OpenAccess

16

Journal Article

Back cover

Colliard-Granero, A.
2021

Nanoscale, 14 (2021) 1, S. 206 - 206

“...Jitsev, Jenia...”

17

Contribution to a book
Contribution to a conference proceedings

JUWELS Booster – A Supercomputer for Large-Scale AI Research

Kesselheim, Stefan
2021

“...Jitsev, Jenia...”
OpenAccess

18

Journal Article

Convolutional neural networks for high throughput screening of catalyst layer inks for polymer electrolyte fuel cells

Eslamibidgoli, Mohammad Javad
2021

RSC Advances, 11 (2021) 51, S. 32126 - 32134

“...Jitsev, Jenia...”
OpenAccess OpenAccess

19

Journal Article

Using physics-informed enhanced super-resolution generative adversarial networks for subfilter modeling in turbulent reactive flows

Bode, Mathis
2021

Proceedings of the Combustion Institute, 38 (2021) 2, S. 2617 - 2625

“...Jitsev, Jenia...”
OpenAccess

20

Lecture

Introduction to Scalable Deep Learning

Kesselheim, Stefan
2021

“...Jitsev, Jenia...”
OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess

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