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researcher

Kelsey R. Allen

3 papers here

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

author position
  • middle author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG3
ORCID 0000-0002-8461-0652
same name
  • Kelsey R. Allen — 7 papers, h 16
  • Kelsey R. Allen — 2 papers, h 4
  • Kelsey R. Allen — 2 papers, h 2
  • Kelsey R. Allen — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedImproving Dual-Encoder Training through Dynamic Indexes for Negative Mining

1 citations · 1 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2024

Scaling Face Interaction Graph Networks to Real World Scenes

Tatiana Lopez-Guevara, Yulia Rubanova, William F. Whitney +3

Accurately simulating real world object dynamics is essential for various applications such as robotics, engineering, graphics, and design. To better capture complex real dynamics…

cs.LG2023

Diffusion Generative Inverse Design

Marin Vlastelica, Tatiana López-Guevara, Kelsey Allen +3

Inverse design refers to the problem of optimizing the input of an objective function in order to enact a target outcome. For many real-world engineering problems, the objective fu…

cs.LG2023★ 1 cited

Improving Dual-Encoder Training through Dynamic Indexes for Negative Mining

Nicholas Monath, Manzil Zaheer, Kelsey Allen +1

Dual encoder models are ubiquitous in modern classification and retrieval. Crucial for training such dual encoders is an accurate estimation of gradients from the partition functio…

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