Rob Fergus
E470958
Rob Fergus is a computer scientist and researcher in machine learning and computer vision, known for his influential work in deep learning and academic leadership in AI.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Rob Fergus canonical | 3 |
How this entity was disambiguated
This entity first appeared as the object of triple T4424750 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rob Fergus Context triple: [ICLR, coFounder, Rob Fergus]
-
A.
Greg Finton
Greg Finton is a film editor known for his work on documentaries and feature films, including the acclaimed documentary "He Named Me Malala."
-
B.
Glenn Ferguson
Glenn Ferguson is a former Northern Irish footballer and prolific striker best known for his long, successful career in the Irish League and his goal-scoring exploits with clubs including Linfield FC.
-
C.
Brian Routh
Brian Routh was a British performance artist and musician best known as one half of the avant-garde comedy and performance duo The Kipper Kids.
-
D.
Matt Fenton
Matt Fenton is a British theatre director and arts leader known for his innovative, youth-focused programming and leadership within the UK performing arts sector.
-
E.
Jeff Gourson
Jeff Gourson is a film editor known for his work on movies such as the comedy "White Chicks."
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rob Fergus Target entity description: Rob Fergus is a computer scientist and researcher in machine learning and computer vision, known for his influential work in deep learning and academic leadership in AI.
-
A.
Greg Finton
Greg Finton is a film editor known for his work on documentaries and feature films, including the acclaimed documentary "He Named Me Malala."
-
B.
Glenn Ferguson
Glenn Ferguson is a former Northern Irish footballer and prolific striker best known for his long, successful career in the Irish League and his goal-scoring exploits with clubs including Linfield FC.
-
C.
Brian Routh
Brian Routh was a British performance artist and musician best known as one half of the avant-garde comedy and performance duo The Kipper Kids.
-
D.
Matt Fenton
Matt Fenton is a British theatre director and arts leader known for his innovative, youth-focused programming and leadership within the UK performing arts sector.
-
E.
Jeff Gourson
Jeff Gourson is a film editor known for his work on movies such as the comedy "White Chicks."
- F. None of above. chosen
Statements (48)
| Predicate | Object |
|---|---|
| instanceOf |
computer scientist
ⓘ
computer vision researcher ⓘ machine learning researcher ⓘ researcher ⓘ |
| coauthor |
Christian Szegedy
ⓘ
David Eigen ⓘ Ian Goodfellow ⓘ Yann LeCun ⓘ Yoshua Bengio ⓘ |
| doctoralAdvisor | Andrew Zisserman ⓘ |
| educatedAt |
University of Cambridge
ⓘ
linked to:
Cambridge University
University of Oxford ⓘ University of Oxford Department of Engineering Science ⓘ |
| employer |
DeepMind
ⓘ
Facebook AI Research ⓘ New York University ⓘ |
| fieldOfWork |
computer vision
ⓘ
deep learning ⓘ machine learning ⓘ |
| hasAcademicDegree | Doctor of Philosophy in Engineering Science ⓘ |
| hasCitizenship | United Kingdom ⓘ |
| hasRole |
AI lab leader
ⓘ
PhD advisor ⓘ |
| influenced | research in deep learning for vision ⓘ |
| influencedBy |
Andrew Zisserman
ⓘ
Yann LeCun ⓘ |
| knownFor |
academic leadership in artificial intelligence
ⓘ
contributions to convolutional neural networks ⓘ work in computer vision ⓘ work in deep learning ⓘ |
| language | English ⓘ |
| memberOf |
Facebook AI Research
ⓘ
New York University faculty ⓘ |
| notableStudent | Ian Goodfellow ⓘ |
| notableWork |
papers on convolutional neural networks for image recognition
ⓘ
research on deep learning for computer vision ⓘ |
| occupation |
professor
ⓘ
research scientist ⓘ |
| positionHeld |
associate professor at New York University
ⓘ
research scientist at DeepMind ⓘ research scientist at Facebook AI Research ⓘ |
| researchInterest |
adversarial examples
ⓘ
generative models ⓘ image understanding ⓘ object recognition ⓘ representation learning ⓘ |
| workInstitution |
Center for Data Science at New York University
ⓘ
Courant Institute of Mathematical Sciences ⓘ
linked to:
New York University
|
How these facts were elicited
The pipeline generated the facts above by prompting gpt-5.1 with this entity's name + description and the instruction below.
Instruction
You are a knowledge base construction expert. Given a subject entity and a description of it, return factual statements that you know for the subject as a JSON list of dictionaries(triples), where keys must be "subject", "predicate" and "object". The number of facts may be very high, between 25 to 50 or more, for very popular subjects. For less popular subjects, the number of facts can be very low, like 5 or 10. # Requirements - If you don't know the subject at all, return an empty list. - If the subject is not a named entity, return an empty list. - Include at least one triple where predicate is "instanceOf". - Do not get too wordy. - Separate several objects into multiple triples with one object.
Input
Subject: Rob Fergus Description of subject: Rob Fergus is a computer scientist and researcher in machine learning and computer vision, known for his influential work in deep learning and academic leadership in AI.
Referenced by (3)
Full triples — surface form annotated when it differs from this entity's canonical label.