Nadine Chang
PhD Student at Carnegie Mellon University·
nadinec@cmu.edu
I am advised by Martial Hebert and Michael Tarr in the Robotics Institute. My interests lie in the intersection of computer vision and neuroscience. In particular, I'm interested in utilizing neuroscience as a means to motivate future progess in computer vision. Some topics I'm interested in are: long-tail learning and low-shot learning.
Prior to my PhD, I completed my Masters at CMU, where I was advised by Abhinav Gupta.
Publications
Journals/CV Conferences
Image-Level or Object-Level? A Tale of Two Resampling Strategies for Long-Tailed Detection
N. Chang, Z. Yu, Y.X. Wang, A.
Anandkumar, S. Fidler, and J. M. Alvarez.
ICML
2021
Alpha Net: Adaptation with Composition in Classifier Space
N. Chang, J. Koushik, , M. J.
Tarr, M. Hebert, and Y.X. Wang.
ArXiv
2020
BOLD5000: a public fmri dataset of 5000 images
N. Chang, J. A. Pyles, A.
Marcus, A. Gupta, M. J. Tarr, and E. M. Aminoff.
Scientific Data
2019
Low-shot fine-grained augmentation with generative adversarial networks
N. Chang, I. Misra, and A.
Gupta.
WiCV Workshop, CVPR
2017
Investigating the cellular origin of rotator cuff muscle fatty infiltration and fibrosis after injury
X. Liu, A. Ning, N. Chang, H.
Kim, R. Nissenson, L. Wang, and B. Feeley
Muscles Ligaments Tendons Journal
2016
Conferences
A public fmri dataset of 5000 scenes: a resource for human vision science
N. Chang, J. A. Pyles, A. Gupta,
M. J. Tarr, and E. M. Aminoff.
CCN (Computational Cognitive Neuroscience)
2018
Scaling up neural datasets: A public fmri dataset of 5000 scenes
J. A. Pyles, N. Chang, A. Gupta,
M. J. Tarr, and E. M. Aminoff.
Organization of Human Brain Mapping
2018
Scaling up neural datasets: A public fmri dataset of 5000 scenes
N. Chang, E. M. Aminoff, J. A.
Pyles, M. J. Tarr, and A. Gupta.
Vision Science Society
2018
Endothelial linage cells in muscle fatty infiltration after massive rotator cuff tears
N. Chang, S. Joshi, H. Kim, R.
Wang, L. Nissenson, B. Feeley, and X. Liu
Orthopedic Research Society
2013
Role of mmp-13 in muscle fibrosis after massive rotator cuff tears
N. Chang, E. Kramer, S. Sanjum,
D. Laron, G. Manzano, H. Kim, B. Feeley, and X. Liu.
Orthopedic Research Society
2011
Awards
- I am honored to be chosen as a NSF GRFP 2018 fellow.
Fun
