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researcher

S. Schulter

22 papers hereh-index 284.8k citations56 works total

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

author position
  • first author2
  • middle author18
  • last author2

Across the 22 of 22 papers where every author was matched, so the position is known.

fields
  • cs.CV20
  • cs.LG2

identity via Semantic Scholar / OpenAlex

activity
20172024
most citedDomain Adaptation for Semantic Segmentation via Patch-Wise Contrastive Learning

25 citations · 36 across the 12 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2022★ 3 cited

On Generalizing Beyond Domains in Cross-Domain Continual Learning

Christian Simon, Masoud Faraki, Yi-Hsuan Tsai +5

Humans have the ability to accumulate knowledge of new tasks in varying conditions, but deep neural networks often suffer from catastrophic forgetting of previously learned knowled…

cs.LG2018

Learning To Simulate

Nataniel Ruiz, Samuel Schulter, Manmohan Chandraker

Simulation is a useful tool in situations where training data for machine learning models is costly to annotate or even hard to acquire. In this work, we propose a reinforcement le…

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