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researcher

Prateeth Nayak

6 papers hereh-index 465 citations6 works total

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

author position
  • first author3
  • middle author2

Across the 5 of 6 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • cs.CL1
  • cs.SD1
  • eess.AS1
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

activity
20192024
most citedBit Efficient Quantization for Deep Neural Networks

11 citations · 18 across the 6 of their papers we have counts for

collaborators
Showing eess.ASShow all

1 paper · 1 filter

eess.AS2024

RepCNN: Micro-sized, Mighty Models for Wakeword Detection

Arnav Kundu, Prateeth Nayak, Priyanka Padmanabhan +1

Always-on machine learning models require a very low memory and compute footprint. Their restricted parameter count limits the model's capacity to learn, and the effectiveness of t…

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