دنبال کردن
Karolis Martinkus
Karolis Martinkus
Senior ML Scientist, Prescient Design, Genentech, Roche
ایمیل تأیید شده در roche.com - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
DropGNN: Random Dropouts Increase the Expressiveness of Graph Neural Networks‏
PA Papp, K Martinkus, L Faber, R Wattenhofer‏
Advances in Neural Information Processing Systems 34, 2021‏
1782021
SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators‏
K Martinkus, A Loukas, N Perraudin, R Wattenhofer‏
39th International Conference on Machine Learning (ICML 2022), 2022‏
812022
Diffusion models for graphs benefit from discrete state spaces‏
KK Haefeli, K Martinkus, N Perraudin, R Wattenhofer‏
The First Learning on Graphs Conference, 2023‏
632023
AbDiffuser: full-atom generation of in-vitro functioning antibodies‏
K Martinkus, J Ludwiczak, WEIC LIANG, J Lafrance-Vanasse, I Hotzel, ...‏
Advances in Neural Information Processing Systems 36, 2023‏
432023
GraphChef: Decision-Tree Recipes to Explain Graph Neural Networks‏
P Müller, L Faber, K Martinkus, R Wattenhofer‏
The Twelfth International Conference on Learning Representations, 2024‏
20*2024
Agent-based graph neural networks‏
K Martinkus, PA Papp, B Schesch, R Wattenhofer‏
The Eleventh International Conference on Learning Representations, 2023‏
202023
On Isotropy Calibration of Transformers‏
Y Ding, K Martinkus, D Pascual, S Clematide, R Wattenhofer‏
Proceedings of the Third Workshop on Insights from Negative Results in NLP, 2022‏
182022
Efficient and Scalable Graph Generation through Iterative Local Expansion‏
A Bergmeister, K Martinkus, N Perraudin, R Wattenhofer‏
The Twelfth International Conference on Learning Representations, 2024‏
172024
Scalable Graph Networks for Particle Simulations‏
K Martinkus, A Lucchi, N Perraudin‏
Proceedings of the AAAI Conference on Artificial Intelligence 35, 8912--8920, 2021‏
102021
Automating Rigid Origami Design‏
J Geiger, K Martinkus, O Richter, R Wattenhofer‏
Proceedings of the Thirty-Second International Joint Conference on …, 2023‏
42023
Discovering Graph Generation Algorithms‏
M Babiac, K Martinkus, R Wattenhofer‏
Neurosymbolic Generative Models Workshop (NeSy-GeMs) at ICLR 2023, 2023‏
22023
I Know Where You Are Going: Predicting Flight Destinations of Corporate and State Aircraft‏
M Jourdan, K Martinkus, D Roschewitz, M Strohmeier‏
Engineering Proceedings 13 (1), 1, 2021‏
12021
Generalizing to any diverse distribution: uniformity, gentle finetuning and rebalancing‏
A Loukas, K Martinkus, E Wagstaff, K Cho‏
arXiv preprint arXiv:2410.05980, 2024‏
2024
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–13