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Dylan Sam

15 papers hereh-index 9225 citations20 works total

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

author position
  • first author8
  • middle author5

Across the 13 of 15 papers where every author was matched, so the position is known.

fields
  • cs.LG12
  • cs.CR1
  • cs.CV1
  • cs.IT1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedLearning with Explanation Constraints

3 citations · 5 across the 12 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.LG2023

Understanding prompt engineering may not require rethinking generalization

Victor Akinwande, Yiding Jiang, Dylan Sam +1

Zero-shot learning in prompted vision-language models, the practice of crafting prompts to build classifiers without an explicit training process, has achieved impressive performan…

cs.LG2023★ 3 cited

Learning with Explanation Constraints

Rattana Pukdee, Dylan Sam, J. Zico Kolter +2

As larger deep learning models are hard to interpret, there has been a recent focus on generating explanations of these black-box models. In contrast, we may have apriori explanati…

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