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Alexander J. Smola

14 papers hereh-index 173.7k citations28 works total

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

author position
  • middle author7
  • last author7

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.CL4
  • cs.CV2
  • cs.IR1
  • stat.ML1
same name
  • Alexander J. Smola — 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

activity
20202023
most citedAutomatic Chain of Thought Prompting in Large Language Models

237 citations · 470 across the 14 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2023★ 12 cited

Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition

Shuhuai Ren, Aston Zhang, Yi Zhu +5

This work proposes POMP, a prompt pre-training method for vision-language models. Being memory and computation efficient, POMP enables the learned prompt to condense semantic infor…

cs.CV2022★ 10 cited

Partial and Asymmetric Contrastive Learning for Out-of-Distribution Detection in Long-Tailed Recognition

Haotao Wang, Aston Zhang, Yi Zhu +4

Existing out-of-distribution (OOD) detection methods are typically benchmarked on training sets with balanced class distributions. However, in real-world applications, it is common…

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