Publications
Applied AI
Jounals
- X. Meng, et al, A compact microscope for voltage imaging, Journal of Optics, 24, 054004 (2022) doi: 10.1088/2040-8986/ac5dd5
- L. You et al, Linking the genotypes and phenotypes of cancer cells in heterogenous populations via real-time optical tagging and image analysis Nature Biomedical Engineering, 6, 667–675 (2022)
Fundamental AI
Conference Abstracts & Proceedings
- Spectral leakage and rethinking the kernel size in CNNs; N Tomen, JC van Gemert – IEEE/CVF International Conference on Computer Vision 2021 (ICCV 2021)
- Deep continuous networks; N Tomen, SL Pintea, JC van Gemert – International Conference on Machine Learning 2021 (ICML 2021)
- Frequency learning for structured CNN filters with Gaussian fractional derivatives; N Saldanha, SL Pintea, JC van Gemert, N Tomen – British Machine Vision Conference 2021 (BMVC 2021)
- Heart rate estimation in intense exercise videos; Y Napolean, A Marwade, N Tomen, P Alkemade, T Eijsvogels, JC van Gemert – IEEE International Conference on Image Processing 2022 (ICIP 2022)
- Copy-Pasting Coherent Depth Regions Improves Contrastive Learning for Urban-Scene Segmentation; L Zeng, A Lengyel, N Tomen, J van Gemert – British Machine Vision Conference 2022 (BMVC 2022) Best Student Paper Award Honourable Mention
- Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning; S. Iqbal, C. Schröder de Witt, B. Peng, W. Böhmer, S. Whiteson, F. Sha – Proceedings of the International Conference on Machine Learning (ICML 2021).
- Transient Nonstationarity and Generalisation in Deep Reinforcement Learning; M. Igl, G. Farquhar, J. Luketina, W. Böhmer and S. Whiteson – Proceedings of the International Conference on Learning Representations (ICLR 2021).
- My Body is a Cage: the Role of Morphology in Graph-based Incompatible Control; V. Kurin, M. Igl, T. Rocktäschel, W. Böhmer and S. Whiteson – Proceedings of the International Conference on Learning Representations (ICLR 2021).