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researcher

Vlad Sobal

10 papers hereh-index 7549 citations10 works total

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

author position
  • first author5
  • middle author3
  • last author1

Across the 9 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.AI1
  • cs.CV1
  • cs.RO1
  • cs.SE1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedA Cookbook of Self-Supervised Learning

164 citations · 175 across the 9 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.LG2023★ 1 cited

Gradient-based Planning with World Models

Jyothir S, Siddhartha Jalagam, Yann LeCun +1

The enduring challenge in the field of artificial intelligence has been the control of systems to achieve desired behaviours. While for systems governed by straightforward dynamics…

cs.LG2023★ 164 cited

A Cookbook of Self-Supervised Learning

Randall Balestriero, Mark Ibrahim, Vlad Sobal +16

Self-supervised learning, dubbed the dark matter of intelligence, is a promising path to advance machine learning. Yet, much like cooking, training SSL methods is a delicate art wi…

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