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researcher

Fred Hohman

Apple

31 papers hereh-index 243.5k citations50 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author22
  • last author3

Across the 29 of 31 papers where every author was matched, so the position is known.

fields
  • cs.HC19
  • cs.LG7
  • cs.CV4
  • cs.AI1
affiliations
  • Apple
HomepageORCID 0000-0002-4164-844X
same name
  • Fred Hohman — 4 papers, h 3
  • Fred Hohman — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedCNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization

341 citations · 937 across the 30 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.HC2021★ 69 cited

Neo: Generalizing Confusion Matrix Visualization to Hierarchical and Multi-Output Labels

Jochen Görtler, Fred Hohman, Dominik Moritz +5

The confusion matrix, a ubiquitous visualization for helping people evaluate machine learning models, is a tabular layout that compares predicted class labels against actual class…

cs.CV2021

NeuroCartography: Scalable Automatic Visual Summarization of Concepts in Deep Neural Networks

Haekyu Park, Nilaksh Das, Rahul Duggal +4

Existing research on making sense of deep neural networks often focuses on neuron-level interpretation, which may not adequately capture the bigger picture of how concepts are coll…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.