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Ponce, Carlos R
4 publications
ICLR
2026
Feature Segregation by Signed Weights in Artificial Vision Systems and Biological Models
Giordano Ramos-Traslosheros
,
Carlos R Ponce
NeurIPSW
2023
Understanding Learning Dynamics of Neural Representations via Feature Visualization at Scale
Chandana Kuntala
,
Carlos R Ponce
,
Deepak Kumar Sharma
,
Binxu Wang
NeurIPSW
2022
On the Level Sets and Invariance of Neural Tuning Landscapes
Binxu Wang
,
Carlos R Ponce
ICLR
2021
A Geometric Analysis of Deep Generative Image Models and Its Applications
Binxu Wang
,
Carlos R Ponce