21 citations · 48 across the 4 of their papers we have counts for
4 papers
On the Level Sets and Invariance of Neural Tuning Landscapes
Binxu Wang, Carlos R. Ponce
Visual representations can be defined as the activations of neuronal populations in response to images. The activation of a neuron as a function over all image space has been descr…
High-performance Evolutionary Algorithms for Online Neuron Control
Binxu Wang, Carlos R. Ponce
Recently, optimization has become an emerging tool for neuroscientists to study neural code. In the visual system, neurons respond to images with graded and noisy responses. Image…
The Geometry of Deep Generative Image Models and its Applications
Binxu Wang, Carlos R. Ponce
Generative adversarial networks (GANs) have emerged as a powerful unsupervised method to model the statistical patterns of real-world data sets, such as natural images. These netwo…
Look Twice: A Generalist Computational Model Predicts Return Fixations across Tasks and Species
Mengmi Zhang, Marcelo Armendariz, Will Xiao +5
Primates constantly explore their surroundings via saccadic eye movements that bring different parts of an image into high resolution. In addition to exploring new regions in the v…