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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)
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).