Search Results for author: Carlos R. Ponce

Found 4 papers, 2 papers with code

On the Level Sets and Invariance of Neural Tuning Landscapes

no code implementations26 Dec 2022 Binxu Wang, Carlos R. Ponce

This shows the power of level sets as a conceptual tool to understand neuronal activations over image space.

High-performance Evolutionary Algorithms for Online Neuron Control

1 code implementation14 Apr 2022 Binxu Wang, Carlos R. Ponce

To find these patterns, we have used black-box optimizers to search a 4096d image space, leading to the evolution of images that maximize neuronal responses.

Evolutionary Algorithms Vocal Bursts Intensity Prediction

The Geometry of Deep Generative Image Models and its Applications

1 code implementation15 Jan 2021 Binxu Wang, Carlos R. Ponce

Our results illustrate that defining the geometry of the GAN image manifold can serve as a general framework for understanding GANs.

Image-Variation

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