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researcher

Naveen Mellempudi

13 papers hereh-index 91.2k citations15 works total

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

author position
  • first author3
  • middle author10

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.DC2
  • cs.AR1
  • cs.IT1
  • cs.NE1

identity via Semantic Scholar / OpenAlex

activity
20172024
most citedMixed Precision Training of Convolutional Neural Networks using Integer Operations

124 citations · 399 across the 12 of their papers we have counts for

collaborators
Showing cs.ITShow all

1 paper · 1 filter

cs.IT2017★ 6 cited

Ternary Residual Networks

Abhisek Kundu, Kunal Banerjee, Naveen Mellempudi +4

Sub-8-bit representation of DNNs incur some discernible loss of accuracy despite rigorous (re)training at low-precision. Such loss of accuracy essentially makes them equivalent to…

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