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Skanda Koppula

24 papers hereh-index 162.8k citations32 works total

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

author position
  • sole author1
  • first author6
  • middle author13
  • last author3

Across the 23 of 24 papers where every author was matched, so the position is known.

fields
  • cs.CV16
  • cs.DC2
  • cs.LG2
  • astro-ph.GA1
  • cs.AR1
  • cs.CL1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedSMASH: Co-designing Software Compression and Hardware-Accelerated Indexing for Efficient Sparse Matrix Operations

81 citations · 125 across the 16 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2023★ 3 cited

Lossless Adaptation of Pretrained Vision Models For Robotic Manipulation

Mohit Sharma, Claudio Fantacci, Yuxiang Zhou +4

Recent works have shown that large models pretrained on common visual learning tasks can provide useful representations for a wide range of specialized perception problems, as well…

cs.LG2022★ 1 cited

EcoFlow: Efficient Convolutional Dataflows for Low-Power Neural Network Accelerators

Lois Orosa, Skanda Koppula, Yaman Umuroglu +5

Dilated and transposed convolutions are widely used in modern convolutional neural networks (CNNs). These kernels are used extensively during CNN training and inference of applicat…

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