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Shanka Subhra Mondal

Shanka Subhra Mondal

Princeton University

H-index: 9

North America-United States

Contact Shanka Subhra Mondal

About Shanka Subhra Mondal

Shanka Subhra Mondal, With an exceptional h-index of 9 and a recent h-index of 9 (since 2020), a distinguished researcher at Princeton University, specializes in the field of Machine Learning, Reinforcement Learning, Biomedical Imaging, Computer Vision, Artificial Intelligence.

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

Slot Abstractors: Toward Scalable Abstract Visual Reasoning

Systematic visual reasoning through object-centric relational abstraction

CLEVR-Matrices

A Prefrontal Cortex-inspired Architecture for Planning in Large Language Models

Cell-type-specific inhibitory circuitry from a connectomic census of mouse visual cortex

Determinantal Point Process Attention Over Grid Cell Code Supports Out of Distribution Generalization

The Synaptic Architecture of Layer 5 Thick Tufted Excitatory Neurons in the Visual Cortex of Mice

CAVE: Connectome annotation versioning engine

Shanka Subhra Mondal Information

University

Position

Graduate Student

Citations(all)

296

Citations(since 2020)

296

Cited By

16

hIndex(all)

9

hIndex(since 2020)

9

i10Index(all)

8

i10Index(since 2020)

8

Email

University Profile Page

Google Scholar

Shanka Subhra Mondal Skills & Research Interests

Machine Learning

Reinforcement Learning

Biomedical Imaging

Computer Vision

Artificial Intelligence

Top articles of Shanka Subhra Mondal

Slot Abstractors: Toward Scalable Abstract Visual Reasoning

arXiv preprint arXiv:2403.03458

2024/3/6

Shanka Subhra Mondal
Shanka Subhra Mondal

H-Index: 3

Systematic visual reasoning through object-centric relational abstraction

Advances in Neural Information Processing Systems

2024/2/13

Taylor Webb
Taylor Webb

H-Index: 5

Shanka Subhra Mondal
Shanka Subhra Mondal

H-Index: 3

CLEVR-Matrices

2023/3/1

Shanka Subhra Mondal
Shanka Subhra Mondal

H-Index: 3

Taylor Webb
Taylor Webb

H-Index: 5

Jonathan Cohen
Jonathan Cohen

H-Index: 27

A Prefrontal Cortex-inspired Architecture for Planning in Large Language Models

2023/10/13

Shanka Subhra Mondal
Shanka Subhra Mondal

H-Index: 3

Chi Wang
Chi Wang

H-Index: 30

Cell-type-specific inhibitory circuitry from a connectomic census of mouse visual cortex

bioRxiv

2023/1/24

Gayathri Mahalingam
Gayathri Mahalingam

H-Index: 11

Sven Dorkenwald
Sven Dorkenwald

H-Index: 7

Zhen Jia
Zhen Jia

H-Index: 6

Nico Kemnitz
Nico Kemnitz

H-Index: 5

Kisuk Lee
Kisuk Lee

H-Index: 9

Kai Li
Kai Li

H-Index: 10

Ran Lu
Ran Lu

H-Index: 11

Thomas Macrina
Thomas Macrina

H-Index: 6

Shanka Subhra Mondal
Shanka Subhra Mondal

H-Index: 3

William Silversmith
William Silversmith

H-Index: 7

William Wong
William Wong

H-Index: 3

Szi-Chieh Yu
Szi-Chieh Yu

H-Index: 8

Jacob Reimer
Jacob Reimer

H-Index: 18

H Sebastian Seung
H Sebastian Seung

H-Index: 50

Determinantal Point Process Attention Over Grid Cell Code Supports Out of Distribution Generalization

eLife

2023/8/23

Shanka Subhra Mondal
Shanka Subhra Mondal

H-Index: 3

Taylor Webb
Taylor Webb

H-Index: 5

The Synaptic Architecture of Layer 5 Thick Tufted Excitatory Neurons in the Visual Cortex of Mice

bioRxiv

2023

Chi Zhang
Chi Zhang

H-Index: 2

Gayathri Mahalingam
Gayathri Mahalingam

H-Index: 11

Sven Dorkenwald
Sven Dorkenwald

H-Index: 7

Zhen Jia
Zhen Jia

H-Index: 6

Nico Kemnitz
Nico Kemnitz

H-Index: 5

Kisuk Lee
Kisuk Lee

H-Index: 9

Kai Li
Kai Li

H-Index: 10

Ran Lu
Ran Lu

H-Index: 11

Thomas Macrina
Thomas Macrina

H-Index: 6

Shanka Subhra Mondal
Shanka Subhra Mondal

H-Index: 3

William Silversmith
William Silversmith

H-Index: 7

Szi-Chieh Yu
Szi-Chieh Yu

H-Index: 8

William Wong
William Wong

H-Index: 3

Naixin Ren
Naixin Ren

H-Index: 3

Jacob Reimer
Jacob Reimer

H-Index: 18

H Sebastian Seung
H Sebastian Seung

H-Index: 50

CAVE: Connectome annotation versioning engine

bioRxiv

2023/7/28

Sven Dorkenwald
Sven Dorkenwald

H-Index: 7

Nico Kemnitz
Nico Kemnitz

H-Index: 5

William Silversmith
William Silversmith

H-Index: 7

Jakob Troidl
Jakob Troidl

H-Index: 1

Hanspeter Pfister
Hanspeter Pfister

H-Index: 56

Zhen Jia
Zhen Jia

H-Index: 6

Kisuk Lee
Kisuk Lee

H-Index: 9

Kai Li
Kai Li

H-Index: 10

Ran Lu
Ran Lu

H-Index: 11

Thomas Macrina
Thomas Macrina

H-Index: 6

Gayathri Mahalingam
Gayathri Mahalingam

H-Index: 11

Shanka Subhra Mondal
Shanka Subhra Mondal

H-Index: 3

William Wong
William Wong

H-Index: 3

Szi-Chieh Yu
Szi-Chieh Yu

H-Index: 8

H Sebastian Seung
H Sebastian Seung

H-Index: 50

NEURD: A mesh decomposition framework for automated proofreading and morphological analysis of neuronal EM reconstructions

bioRxiv

2023

Eric Wang
Eric Wang

H-Index: 28

Sven Dorkenwald
Sven Dorkenwald

H-Index: 7

Zhen Jia
Zhen Jia

H-Index: 6

Nico Kemnitz
Nico Kemnitz

H-Index: 5

Kisuk Lee
Kisuk Lee

H-Index: 9

Kai Li
Kai Li

H-Index: 10

Ran Lu
Ran Lu

H-Index: 11

Thomas Macrina
Thomas Macrina

H-Index: 6

Gayathri Mahalingam
Gayathri Mahalingam

H-Index: 11

Shanka Subhra Mondal
Shanka Subhra Mondal

H-Index: 3

William Silversmith
William Silversmith

H-Index: 7

William Wong
William Wong

H-Index: 3

Szi-Chieh Yu
Szi-Chieh Yu

H-Index: 8

Brock Wester
Brock Wester

H-Index: 12

H Sebastian Seung
H Sebastian Seung

H-Index: 50

Jacob Reimer
Jacob Reimer

H-Index: 18

NEURD: automated proofreading and feature extraction for connectomics

BioRxiv

2023/3/29

Eric Wang
Eric Wang

H-Index: 28

Sven Dorkenwald
Sven Dorkenwald

H-Index: 7

Zhen Jia
Zhen Jia

H-Index: 6

Nico Kemnitz
Nico Kemnitz

H-Index: 5

Kisuk Lee
Kisuk Lee

H-Index: 9

Kai Li
Kai Li

H-Index: 10

Ran Lu
Ran Lu

H-Index: 11

Thomas Macrina
Thomas Macrina

H-Index: 6

Gayathri Mahalingam
Gayathri Mahalingam

H-Index: 11

Shanka Subhra Mondal
Shanka Subhra Mondal

H-Index: 3

William Silversmith
William Silversmith

H-Index: 7

William Wong
William Wong

H-Index: 3

Szi-Chieh Yu
Szi-Chieh Yu

H-Index: 8

Brock Wester
Brock Wester

H-Index: 12

Fabian Sinz
Fabian Sinz

H-Index: 17

H Sebastian Seung
H Sebastian Seung

H-Index: 50

Jacob Reimer
Jacob Reimer

H-Index: 18

Integrating EM and Patch-seq data: Synaptic connectivity and target specificity of predicted Sst transcriptomic types

bioRxiv

2023/3/24

Functional connectomics reveals general wiring rule in mouse visual cortex

bioRxiv

2023/3/14

Zhiwei Ding
Zhiwei Ding

H-Index: 21

Taliah Muhammad
Taliah Muhammad

H-Index: 5

Sven Dorkenwald
Sven Dorkenwald

H-Index: 7

Zhen Jia
Zhen Jia

H-Index: 6

Nico Kemnitz
Nico Kemnitz

H-Index: 5

Kisuk Lee
Kisuk Lee

H-Index: 9

Kai Li
Kai Li

H-Index: 10

Ran Lu
Ran Lu

H-Index: 11

Thomas Macrina
Thomas Macrina

H-Index: 6

Gayathri Mahalingam
Gayathri Mahalingam

H-Index: 11

Shanka Subhra Mondal
Shanka Subhra Mondal

H-Index: 3

William Silversmith
William Silversmith

H-Index: 7

William Wong
William Wong

H-Index: 3

Szi-Chieh Yu
Szi-Chieh Yu

H-Index: 8

Fabian Sinz
Fabian Sinz

H-Index: 17

H Sebastian Seung
H Sebastian Seung

H-Index: 50

Jacob Reimer
Jacob Reimer

H-Index: 18

Learning to reason over visual objects

arXiv preprint arXiv:2303.02260

2023/3/3

Shanka Subhra Mondal
Shanka Subhra Mondal

H-Index: 3

Taylor Webb
Taylor Webb

H-Index: 5

An unsupervised map of excitatory neurons’ dendritic morphology in the mouse visual cortex

bioRxiv

2022/12/22

Sven Dorkenwald
Sven Dorkenwald

H-Index: 7

Zhen Jia
Zhen Jia

H-Index: 6

Nico Kemnitz
Nico Kemnitz

H-Index: 5

Kisuk Lee
Kisuk Lee

H-Index: 9

Kai Li
Kai Li

H-Index: 10

Ran Lu
Ran Lu

H-Index: 11

Thomas Macrina
Thomas Macrina

H-Index: 6

Gayathri Mahalingam
Gayathri Mahalingam

H-Index: 11

Shanka Subhra Mondal
Shanka Subhra Mondal

H-Index: 3

H Sebastian Seung
H Sebastian Seung

H-Index: 50

William Silversmith
William Silversmith

H-Index: 7

William Wong
William Wong

H-Index: 3

Szi-Chieh Yu
Szi-Chieh Yu

H-Index: 8

Jacob Reimer
Jacob Reimer

H-Index: 18

Philipp Berens
Philipp Berens

H-Index: 28

Quantitative census of local somatic features in mouse visual cortex

bioRxiv

2022/7/22

Gayathri Mahalingam
Gayathri Mahalingam

H-Index: 11

Sven Dorkenwald
Sven Dorkenwald

H-Index: 7

Zhen Jia
Zhen Jia

H-Index: 6

Nico Kemnitz
Nico Kemnitz

H-Index: 5

Kisuk Lee
Kisuk Lee

H-Index: 9

Kai Li
Kai Li

H-Index: 10

Ran Lu
Ran Lu

H-Index: 11

Thomas Macrina
Thomas Macrina

H-Index: 6

Shanka Subhra Mondal
Shanka Subhra Mondal

H-Index: 3

Jacob Reimer
Jacob Reimer

H-Index: 18

William Silversmith
William Silversmith

H-Index: 7

William Wong
William Wong

H-Index: 3

Szi-Chieh Yu
Szi-Chieh Yu

H-Index: 8

Andreas Tolias
Andreas Tolias

H-Index: 35

H Sebastian Seung
H Sebastian Seung

H-Index: 50

Generalization to Out-of-Distribution transformations

2021/10/6

Shanka Subhra Mondal
Shanka Subhra Mondal

H-Index: 3

Zack Dulberg
Zack Dulberg

H-Index: 2

Jonathan Cohen
Jonathan Cohen

H-Index: 27

Petascale neural circuit reconstruction: automated methods

bioRxiv

2021/8/5

Thomas Macrina
Thomas Macrina

H-Index: 6

Kisuk Lee
Kisuk Lee

H-Index: 9

Ran Lu
Ran Lu

H-Index: 11

William Silversmith
William Silversmith

H-Index: 7

Nico Kemnitz
Nico Kemnitz

H-Index: 5

Sven Dorkenwald
Sven Dorkenwald

H-Index: 7

Zhen Jia
Zhen Jia

H-Index: 6

Kai Li
Kai Li

H-Index: 10

Shanka Subhra Mondal
Shanka Subhra Mondal

H-Index: 3

William Wong
William Wong

H-Index: 3

Szi-Chieh Yu
Szi-Chieh Yu

H-Index: 8

Gayathri Mahalingam
Gayathri Mahalingam

H-Index: 11

Jacob Reimer
Jacob Reimer

H-Index: 18

H Sebastian Seung
H Sebastian Seung

H-Index: 50

Functional connectomics spanning multiple areas of mouse visual cortex

BioRxiv

2021/7/29

Sven Dorkenwald
Sven Dorkenwald

H-Index: 7

Zhen Jia
Zhen Jia

H-Index: 6

Nico Kemnitz
Nico Kemnitz

H-Index: 5

Kisuk Lee
Kisuk Lee

H-Index: 9

Kai Li
Kai Li

H-Index: 10

Ran Lu
Ran Lu

H-Index: 11

Thomas Macrina
Thomas Macrina

H-Index: 6

Gayathri Mahalingam
Gayathri Mahalingam

H-Index: 11

Jordan Matelsky
Jordan Matelsky

H-Index: 5

Shanka Subhra Mondal
Shanka Subhra Mondal

H-Index: 3

Taliah Muhammad
Taliah Muhammad

H-Index: 5

Jacob Reimer
Jacob Reimer

H-Index: 18

H Sebastian Seung
H Sebastian Seung

H-Index: 50

William Silversmith
William Silversmith

H-Index: 7

Tianyu Wang
Tianyu Wang

H-Index: 3

Sarah Williams
Sarah Williams

H-Index: 11

William Wong
William Wong

H-Index: 3

Chris Xu
Chris Xu

H-Index: 35

Dimitri Yatsenko
Dimitri Yatsenko

H-Index: 1

Fei Ye
Fei Ye

H-Index: 11

Szi-Chieh Yu
Szi-Chieh Yu

H-Index: 8

Chi Zhang
Chi Zhang

H-Index: 2

Scheduling of time-varying workloads using reinforcement learning

Proceedings of the AAAI Conference on Artificial Intelligence

2021/5/18

Shanka Subhra Mondal
Shanka Subhra Mondal

H-Index: 3

Self-learning scheduler for application orchestration on shared compute cluster

2020/8/13

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