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researcher

Aman Timalsina

Purdue University

7 papers hereh-index 6586 citations12 works total

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

author position
  • first author1
  • middle author5

Across the 6 of 7 papers where every author was matched, so the position is known.

fields
  • cs.CL3
  • cs.LG2
  • cs.CG1
  • math.AT1
affiliations
  • Purdue University
HomepageORCID 0000-0002-2854-4208

identity via Semantic Scholar / OpenAlex

activity
20222024
most citedHow to Train Your HiPPO: State Space Models with Generalized Orthogonal Basis Projections

11 citations · 21 across the 7 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.CL2023★ 1 cited

Zoology: Measuring and Improving Recall in Efficient Language Models

Simran Arora, Sabri Eyuboglu, Aman Timalsina +5

Attention-free language models that combine gating and convolutions are growing in popularity due to their efficiency and increasingly competitive performance. To better understand…

cs.LG2023★ 4 cited

Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions

Stefano Massaroli, Michael Poli, Daniel Y. Fu +11

Recent advances in attention-free sequence models rely on convolutions as alternatives to the attention operator at the core of Transformers. In particular, long convolution sequen…

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