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researcher

N. Siddharth

27 papers hereh-index 161.2k citations38 works total

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

author position
  • first author2
  • middle author18
  • last author6

Across the 26 of 27 papers where every author was matched, so the position is known.

fields
  • cs.CV9
  • cs.LG7
  • stat.ML4
  • cs.AI3
  • q-bio.NC3
  • cs.CL1
same name
  • N. Siddharth — 7 papers, h 3
  • N. Siddharth — 3 papers, h 4
  • N. Siddharth — 1 paper

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
20132026
most citedStructured Disentangled Representations

105 citations · 261 across the 26 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.LG2022★ 4 cited

Drawing out of Distribution with Neuro-Symbolic Generative Models

Yichao Liang, Joshua B. Tenenbaum, Tuan Anh Le +1

Learning general-purpose representations from perceptual inputs is a hallmark of human intelligence. For example, people can write out numbers or characters, or even draw doodles,…

cs.CV2022★ 14 cited

Adversarial Masking for Self-Supervised Learning

Yuge Shi, N. Siddharth, Philip H. S. Torr +1

We propose ADIOS, a masked image model (MIM) framework for self-supervised learning, which simultaneously learns a masking function and an image encoder using an adversarial object…

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