Mark Bo Chu
Biographic Data
| ID | 10156036 |
|---|---|
| NAME | Mark Bo Chu |
| GIVEN NAMES | Mark Bo |
| FAMILY NAME | Chu |
| SIGNATURE | CHU M B |
| AFFILIATIONS | Columbia University |
| ORCID | 0000-0003-0008-6177 |
| VERIFIED | Yes |
| TOTAL WORKS | 3 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 3 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2020 |
| LATEST PUBLICATION YEAR | 2023 |
| H-INDEX | 0 |
Divergences in color perception between deep neural networks and humans
Deep neural networks (DNNs) are increasingly proposed as models of human vision, bolstered by their impressive performance on image classification and object recognition tasks. Yet, the extent to which DNNs capture fundamental aspects of human vision such as color perception remains unclear. Here, we develop novel experiments for evaluating the perceptual coherence of color embeddings in DNNs, and we assess how well these algorithms predict human…
Discipline size mediates citation flow
Color associations in abstract semantic domains
No prominent works on this page.
Color associations in abstract semantic domains
Discipline size mediates citation flow
Divergences in color perception between deep neural networks and humans
Deep neural networks (DNNs) are increasingly proposed as models of human vision, bolstered by their impressive performance on image classification and object recognition tasks. Yet, the extent to which DNNs capture fundamental aspects of human vision such as color perception remains unclear. Here, we develop novel experiments for evaluating the perceptual coherence of color embeddings in DNNs, and we assess how well these algorithms predict human…
Computer Science (3 works) · Artificial Intelligence (2 works) · Artificial Intelligence (2 works) · Categorization, perception, and language (2 works) · Color perception and design (2 works) · Perception (2 works) · Psychology (2 works) · Affect (linguistics) (1 works) · Citation (1 works) · Citation analysis (1 works)