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Kumar Krishna Agrawal

About Kumar Krishna Agrawal

Kumar Krishna Agrawal, With an exceptional h-index of 8 and a recent h-index of 7 (since 2020), a distinguished researcher at University of California, Berkeley, specializes in the field of artificial intelligence, computer vision, distributed systems.

His recent articles reflect a diverse array of research interests and contributions to the field:

Addressing Sample Inefficiency in Multi-View Representation Learning

On the Information Geometry of Vision Transformers

On the Varied Faces of Overparameterization in Supervised and Self-Supervised Learning

Attribute Diversity Determines the Systematicity Gap in VQA

-ReQ: Assessing Representation Quality in Self-Supervised Learning by measuring eigenspectrum decay

Context-aware streaming perception in dynamic environments

Investigating power laws in deep representation learning

Learning from an exploring demonstrator: Optimal reward estimation for bandits

Kumar Krishna Agrawal Information

University

Position

___

Citations(all)

923

Citations(since 2020)

915

Cited By

294

hIndex(all)

8

hIndex(since 2020)

7

i10Index(all)

7

i10Index(since 2020)

6

Email

University Profile Page

Google Scholar

Kumar Krishna Agrawal Skills & Research Interests

artificial intelligence

computer vision

distributed systems

Top articles of Kumar Krishna Agrawal

Addressing Sample Inefficiency in Multi-View Representation Learning

arXiv preprint arXiv:2312.10725

2023/12/17

Kumar Krishna Agrawal
Kumar Krishna Agrawal

H-Index: 4

Arna Ghosh
Arna Ghosh

H-Index: 4

Blake Richards
Blake Richards

H-Index: 18

On the Information Geometry of Vision Transformers

2023/11/29

Kumar Krishna Agrawal
Kumar Krishna Agrawal

H-Index: 4

Arna Ghosh
Arna Ghosh

H-Index: 4

On the Varied Faces of Overparameterization in Supervised and Self-Supervised Learning

2023/11/29

Arna Ghosh
Arna Ghosh

H-Index: 4

Kumar Krishna Agrawal
Kumar Krishna Agrawal

H-Index: 4

Hossein Azizpour
Hossein Azizpour

H-Index: 13

Mårten Björkman
Mårten Björkman

H-Index: 13

Attribute Diversity Determines the Systematicity Gap in VQA

arXiv preprint arXiv:2311.08695

2023/11/15

Kumar Krishna Agrawal
Kumar Krishna Agrawal

H-Index: 4

Yash Sharma
Yash Sharma

H-Index: 1

-ReQ: Assessing Representation Quality in Self-Supervised Learning by measuring eigenspectrum decay

2022/12/3

Context-aware streaming perception in dynamic environments

2022/10/23

Ionel Gog
Ionel Gog

H-Index: 5

Justin Wong
Justin Wong

H-Index: 2

Kumar Krishna Agrawal
Kumar Krishna Agrawal

H-Index: 4

Sukrit Kalra
Sukrit Kalra

H-Index: 4

Peter Schafhalter
Peter Schafhalter

H-Index: 0

Xin Wang
Xin Wang

H-Index: 6

Joseph Gonzalez
Joseph Gonzalez

H-Index: 2

Ion Stoica
Ion Stoica

H-Index: 88

Investigating power laws in deep representation learning

arXiv preprint arXiv:2202.05808

2022/2/11

Arna Ghosh
Arna Ghosh

H-Index: 4

Arnab Kumar Mondal
Arnab Kumar Mondal

H-Index: 1

Kumar Krishna Agrawal
Kumar Krishna Agrawal

H-Index: 4

Blake Richards
Blake Richards

H-Index: 18

Learning from an exploring demonstrator: Optimal reward estimation for bandits

Proceedings of The 25nd International Conference on Artificial Intelligence and Statistics

2021/6/28

Wenshuo Guo
Wenshuo Guo

H-Index: 3

Kumar Krishna Agrawal
Kumar Krishna Agrawal

H-Index: 4

Ashwin Pananjady
Ashwin Pananjady

H-Index: 12

See List of Professors in Kumar Krishna Agrawal University(University of California, Berkeley)

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