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researcher

R. Fergus

54 papers hereh-index 78114.2k citations125 works total

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

author position
  • middle author22
  • last author32

Across the 54 of 54 papers where every author was matched, so the position is known.

fields
  • cs.LG24
  • cs.CV20
  • cs.AI8
  • cs.CL1
  • cs.NE1
same name
  • R. Fergus — 5 papers, h 5

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 citedIntriguing properties of neural networks

5.6k citations · 16.3k across the 53 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.LG2022★ 1 cited

Learning to Navigate Wikipedia by Taking Random Walks

Manzil Zaheer, Kenneth Marino, Will Grathwohl +7

A fundamental ability of an intelligent web-based agent is seeking out and acquiring new information. Internet search engines reliably find the correct vicinity but the top results…

cs.LG2022★ 1 cited

Teacher Guided Training: An Efficient Framework for Knowledge Transfer

Manzil Zaheer, Ankit Singh Rawat, Seungyeon Kim +5

The remarkable performance gains realized by large pretrained models, e.g., GPT-3, hinge on the massive amounts of data they are exposed to during training. Analogously, distilling…

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