Siladittya Manna

About Siladittya Manna

Siladittya Manna, With an exceptional h-index of 4 and a recent h-index of 4 (since 2020), a distinguished researcher at Indian Statistical Institute, specializes in the field of Self-Supervised Leaarning, Deep Learning, Computer Vision, Medical Image Analysis.

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

Selfdocseg: A self-supervised vision-based approach towards document segmentation

DySTreSS: Dynamically Scaled Temperature in Self-Supervised Contrastive Learning

Self-Supervised Representation Learning for Knee Injury Diagnosis From Magnetic Resonance Data

MIO: Mutual Information Optimization using Self-Supervised Binary Contrastive Learning

SWIS: Self-Supervised Representation Learning for Writer Independent Offline Signature Verification

PLSM: A Parallelized Liquid State Machine for Unintentional Action Detection

SURDS: Self-supervised attention-guided reconstruction and dual triplet loss for writer independent offline signature verification

Self-supervised representation learning for detection of acl tear injury in knee mr videos

Siladittya Manna Information

University

Position

___

Citations(all)

45

Citations(since 2020)

45

Cited By

1

hIndex(all)

4

hIndex(since 2020)

4

i10Index(all)

2

i10Index(since 2020)

2

Email

University Profile Page

Google Scholar

Siladittya Manna Skills & Research Interests

Self-Supervised Leaarning

Deep Learning

Computer Vision

Medical Image Analysis

Top articles of Siladittya Manna

Selfdocseg: A self-supervised vision-based approach towards document segmentation

2023/8/19

DySTreSS: Dynamically Scaled Temperature in Self-Supervised Contrastive Learning

arXiv preprint arXiv:2308.01140

2023/8/2

Self-Supervised Representation Learning for Knee Injury Diagnosis From Magnetic Resonance Data

IEEE Transactions on Artificial Intelligence

2023/7/31

MIO: Mutual Information Optimization using Self-Supervised Binary Contrastive Learning

arXiv preprint arXiv:2111.12664

2021/11/24

SWIS: Self-Supervised Representation Learning for Writer Independent Offline Signature Verification

2022/10/16

PLSM: A Parallelized Liquid State Machine for Unintentional Action Detection

IEEE Transactions on Emerging Topics in Computing

2022/10/6

SURDS: Self-supervised attention-guided reconstruction and dual triplet loss for writer independent offline signature verification

2022/8/21

Self-supervised representation learning for detection of acl tear injury in knee mr videos

Pattern Recognition Letters

2022/2/1

Interpretive self-supervised pre-training: boosting performance on visual medical data

2021/12/19

See List of Professors in Siladittya Manna University(Indian Statistical Institute)

Co-Authors

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