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researcher

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 2025Show all

1 paper · 1 filter

cs.CV2025

FAR: Function-preserving Attention Replacement for IMC-friendly Inference

Yuxin Ren, Maxwell D Collins, Miao Hu +1

While transformers dominate modern vision and language models, their attention mechanism remains poorly suited for in-memory computing (IMC) devices due to intensive activation-to-…

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