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researcher

Caleb Robinson

Microsoft

9 papers hereh-index 141.4k citations26 works total

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

author position
  • first author4
  • middle author5

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.CV3
  • cs.HC2
  • cs.AI1
  • cs.CY1
  • cs.LG1
  • cs.SI1
affiliations
  • Microsoft
Homepage
same name
  • Caleb Robinson — 25 papers, h 4
  • Caleb Robinson — 21 papers, h 14

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
20172022
most citedSummit: Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations

8 citations · 16 across the 7 of their papers we have counts for

collaborators
Showing 2019 · cs.HCShow all

2 papers · 2 filters

cs.HC2019

Human-Machine Collaboration for Fast Land Cover Mapping

Caleb Robinson, Anthony Ortiz, Kolya Malkin +5

We propose incorporating human labelers in a model fine-tuning system that provides immediate user feedback. In our framework, human labelers can interactively query model predicti…

cs.HC2019★ 8 cited

Summit: Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations

Fred Hohman, Haekyu Park, Caleb Robinson +1

Deep learning is increasingly used in decision-making tasks. However, understanding how neural networks produce final predictions remains a fundamental challenge. Existing work on…

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