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researcher

J. Doppa

25 papers hereh-index 323.3k citations192 works total

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

author position
  • middle author14
  • last author9

Across the 23 of 25 papers where every author was matched, so the position is known.

fields
  • cs.LG9
  • cs.AR4
  • cs.AI3
  • cs.DC3
  • cs.CV2
  • cs.CL1

identity via Semantic Scholar / OpenAlex

activity
20172025
most citedOn-Chip Communication Network for Efficient Training of Deep Convolutional Networks on Heterogeneous Manycore Systems

79 citations · 172 across the 14 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2021★ 1 cited

SETGAN: Scale and Energy Trade-off GANs for Image Applications on Mobile Platforms

Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa, Partha Pratim Pande

We consider the task of photo-realistic unconditional image generation (generate high quality, diverse samples that carry the same visual content as the image) on mobile platforms…

cs.CV2019★ 37 cited

Trading-off Accuracy and Energy of Deep Inference on Embedded Systems: A Co-Design Approach

Nitthilan Kannappan Jayakodi, Anwesha Chatterjee, Wonje Choi +2

Deep neural networks have seen tremendous success for different modalities of data including images, videos, and speech. This success has led to their deployment in mobile and embe…

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