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researcher

Violetta Shevchenko

Amazon

17 papers hereh-index 6150 citations21 works total

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

author position
  • first author3
  • middle author14

Across the 17 of 17 papers where every author was matched, so the position is known.

fields
  • cs.LG10
  • cs.CV6
  • cs.DC1
affiliations
  • Amazon
ORCID 0000-0002-9824-8199

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedVisual Question Answering with Prior Class Semantics

4 citations · 7 across the 16 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.CV2023

BLiRF: Bandlimited Radiance Fields for Dynamic Scene Modeling

Sameera Ramasinghe, Violetta Shevchenko, Gil Avraham +1

Reasoning the 3D structure of a non-rigid dynamic scene from a single moving camera is an under-constrained problem. Inspired by the remarkable progress of neural radiance fields (…

cs.LG2023★ 1 cited

On the effectiveness of neural priors in modeling dynamical systems

Sameera Ramasinghe, Hemanth Saratchandran, Violetta Shevchenko +1

Modelling dynamical systems is an integral component for understanding the natural world. To this end, neural networks are becoming an increasingly popular candidate owing to their…

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