Self-Supervised Representation Learning for Detection of ACL Tear Injury in Knee MRI. - Siladittya Manna; Saumik Bhattacharya; Umapada Pal 001 (CoRR, 2020)

Interpretive self-supervised pre-training: boosting performance on visual medical data. - Siladittya Manna; Saumik Bhattacharya; Umapada Pal 001 (ICVGIP, 2021)

SSLM: Self-Supervised Learning for Medical Diagnosis from MR Video. - Siladittya Manna; Saumik Bhattacharya; Umapada Pal 001 (CoRR, 2021)

MIO : Mutual Information Optimization using Self-Supervised Binary Contrastive Learning. - Siladittya Manna; Saumik Bhattacharya; Umapada Pal 001 (CoRR, 2021)

SWIS: Self-Supervised Representation Learning for Writer Independent Offline Signature Verification. - Siladittya Manna; Soumitri Chattopadhyay; Saumik Bhattacharya; Umapada Pal 001 (ICIP, 2022)

SURDS: Self-Supervised Attention-guided Reconstruction and Dual Triplet Loss for Writer Independent Offline Signature Verification. - Soumitri Chattopadhyay; Siladittya Manna; Saumik Bhattacharya; Umapada Pal 001 (ICPR, 2022)

Self-supervised representation learning for detection of ACL tear injury in knee MR videos. - Siladittya Manna; Saumik Bhattacharya; Umapada Pal 001 (Pattern Recognit. Lett., 2022)

SelfDocSeg: A Self-supervised Vision-Based Approach Towards Document Segmentation. - Subhajit Maity; Sanket Biswas; Siladittya Manna; Ayan Banerjee 002; Josep Lladós 001; Saumik Bhattacharya; Umapada Pal 001 (ICDAR (1), 2023)

DySTreSS: Dynamically Scaled Temperature in Self-Supervised Contrastive Learning. - Siladittya Manna; Soumitri Chattopadhyay; Rakesh Dey; Saumik Bhattacharya; Umapada Pal 001 (CoRR, 2023)

PLSM: A Parallelized Liquid State Machine for Unintentional Action Detection. - Siladittya Manna; Dipayan Das 004; Saumik Bhattacharya; Umapada Pal 001; Sukalpa Chanda (IEEE Trans. Emerg. Top. Comput., 2023)

Correlation Weighted Prototype-Based Self-supervised One-Shot Segmentation of Medical Images. - Siladittya Manna; Saumik Bhattacharya; Umapada Pal 001 (ICPR (10), 2024)

Decorrelation-based Self-Supervised Visual Representation Learning for Writer Identification. - Arkadip Maitra; Shree Mitra; Siladittya Manna; Saumik Bhattacharya; Umapada Pal 001 (CoRR, 2024)

Self-Supervised Visual Representation Learning for Medical Image Analysis: A Comprehensive Survey. - Siladittya Manna; Saumik Bhattacharya; Umapada Pal 001 (Trans. Mach. Learn. Res., 2024)

Self-Supervised Representation Learning for Knee Injury Diagnosis From Magnetic Resonance Data. - Siladittya Manna; Saumik Bhattacharya; Umapada Pal 001 (IEEE Trans. Artif. Intell., 2024)

Federated Self-Supervised Learning for One-Shot Cross-Modal and Cross-Imaging Technique Segmentation. - Siladittya Manna; Suresh Das; Sayantari Ghosh; Saumik Bhattacharya (CoRR, 2025)

Dynamically Scaled Temperature in Self-Supervised Contrastive Learning. - Siladittya Manna; Soumitri Chattopadhyay; Rakesh Dey; Umapada Pal 001; Saumik Bhattacharya (IEEE Trans. Artif. Intell., 2025)