papers
Publications (7)
cs.HC2018
Large Graph Exploration via Subgraph Discovery and Decomposition
James Abello, Fred Hohman, Varun Bezzam +1
cs.HC2018
Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers
Fred Hohman, Minsuk Kahng, Robert Pienta +1
cs.CV2017
Keeping the Bad Guys Out: Protecting and Vaccinating Deep Learning with JPEG Compression
Nilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen +4
cs.LG2019
NeuralDivergence: Exploring and Understanding Neural Networks by Comparing Activation Distributions
Haekyu Park, Fred Hohman, Duen Horng Chau
cs.CV2019
Interactive Classification for Deep Learning Interpretation
Ãngel Alexander Cabrera, Fred Hohman, Jason Lin +1
cs.CV2018
Shield: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression
Nilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen +5
cs.AI2017
A Deep Learning Approach for Population Estimation from Satellite Imagery
Caleb Robinson, Fred Hohman, Bistra Dilkina