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Philip Bachman

27 papers hereh-index 207.8k citations40 works total

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

author position
  • sole author1
  • first author8
  • middle author12
  • last author5

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

fields
  • cs.LG19
  • cs.CL6
  • cs.CV1
  • stat.ML1
same name
  • Philip Bachman — 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
20122023
most citedLearning Representations by Maximizing Mutual Information Across Views

677 citations · 2.2k across the 25 of their papers we have counts for

collaborators
Showing 2015Show all

2 papers · 1 filter

cs.LG2015

Testing Visual Attention in Dynamic Environments

Philip Bachman, David Krueger, Doina Precup

We investigate attention as the active pursuit of useful information. This contrasts with attention as a mechanism for the attenuation of irrelevant information. We also consider t…

cs.LG2015★ 42 cited

Data Generation as Sequential Decision Making

Philip Bachman, Doina Precup

We connect a broad class of generative models through their shared reliance on sequential decision making. Motivated by this view, we develop extensions to an existing model, and t…

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