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Maxwell D. Collins

20 papers hereh-index 213.2k citations33 works total

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

author position
  • first author1
  • middle author19

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • cs.CV14
  • cs.LG5
  • math.OC1

identity via Semantic Scholar / OpenAlex

activity
20122026
most citedSearching for Efficient Multi-Scale Architectures for Dense Image Prediction

348 citations · 861 across the 19 of their papers we have counts for

collaborators
Showing 2022 · cs.LGShow all

1 paper · 2 filters

cs.LG2022

Learning to Generate Image Embeddings with User-level Differential Privacy

Zheng Xu, Maxwell Collins, Yuxiao Wang +6

Small on-device models have been successfully trained with user-level differential privacy (DP) for next word prediction and image classification tasks in the past. However, existi…

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