(2023).
Diffusion models generate images like painters: an analytical theory of outline first, details later.
arXiv preprint arXiv:2303.02490.
(2022).
On the Level Sets and Invariance of Neural Tuning Landscapes.
NeurIPS 2022 Workshop on Symmetry and Geometry in Neural Representations.
(2022).
Tuning landscapes of the ventral stream.
Cell reports.
(2022).
High-performance Evolutionary Algorithms for Online Neuron Control.
GECCO ‘22: Proceedings of the Genetic and Evolutionary Computation Conference (Best paper nomination).
(2022).
Factorized convolution models for interpreting neuron-guided images synthesis.
2022 Conference on Cognitive Computational Neuroscience.
(2021).
On the use of Cortical Magnification and Saccades as Biological Proxies for Data Augmentation.
NeurIPS 2021 SVRHM Workshop.
(2021).
Visual prototypes in the ventral stream are attuned to complexity and gaze behavior.
Nature Communications.
(2021).
The Geometry of Deep Generative Image Models and its Applications.
International Conference on Learning Representations, 2021.
(2019).
A mechanism for synaptic copy between neural circuits.
Neural computation.