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researcher

A. Ilin

6 papers hereh-index 492 citations14 works total

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

author position
  • middle author2
  • last author4

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

fields
  • cs.CV2
  • cs.LG2
  • cs.AI1
  • quant-ph1
same name
  • A. Ilin — 18 papers, h 27
  • A. Ilin — 8 papers, h 4
  • A. Ilin — 6 papers, h 10
  • A. Ilin — 6 papers, h 3
  • A. Ilin — 1 paper, h 3
  • A. Ilin — 1 paper, h 1

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

activity
20212024
most citedLearning Explicit Object-Centric Representations with Vision Transformers

3 citations · 8 across the 6 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.CV2022★ 3 cited

Learning Explicit Object-Centric Representations with Vision Transformers

Oscar Vikström, Alexander Ilin

With the recent successful adaptation of transformers to the vision domain, particularly when trained in a self-supervised fashion, it has been shown that vision transformers can l…

cs.LG2022★ 1 cited

Adaptive Behavior Cloning Regularization for Stable Offline-to-Online Reinforcement Learning

Yi Zhao, Rinu Boney, Alexander Ilin +2

Offline reinforcement learning, by learning from a fixed dataset, makes it possible to learn agent behaviors without interacting with the environment. However, depending on the qua…

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