Publications

Journals

1. PLSM: A Parallelized Liquid State Machine for Unintentional Action Detection
   Siladittya Manna*, Dipayan Das*, Saumik Bhattacharya, Umapada Pal, Sukalpa Chanda
   IEEE Transactions on Emerging Topics in Computing
   Volume , October 2022, Pages

2. Self-Supervised Representation Learning for Detection of ACL Tear Injury in Knee MR Videos
   Siladittya Manna, Saumik Bhattacharya, Umapada Pal
   Pattern Recognition Letters
   Volume 154, February 2022, Pages 37-43

Conferences

1. SWIS: Self-Supervised Representation Learning For Writer Independent Offline Signature Verification
   Siladittya Manna, Soumitri Chattopadhyay, Saumik Bhattacharya, Umapada Pal
   ICIP 2022: IEEE International Conference on Image Processing, 2022

2. SURDS: Self-Supervised Attention-guided Reconstruction and Dual Triplet Loss for Writer Independent Offline Signature Verification
   Soumitri Chattopadhyay, Siladittya Manna, Saumik Bhattacharya, Umapada Pal
   ICPR '22: International Conference on Pattern Recognition, 2022

3. Interpretive Self-Supervised Pre-training: Boosting Performance on Visual Medical Data
   Siladittya Manna, Saumik Bhattacharya, Umapada Pal
   ICVGIP '21: Proceedings of the Twelfth Indian Conference on Computer Vision, Graphics and Image Processing

Preprint

1. BYOLMed3D: Self-Supervised Representation Learning of Medical Videos using Gradient Accumulation Assisted 3D BYOL Framework
   Siladittya Manna, Souvik Chakraborty
   abs/2208.00444/

2. MIO: Mutual Information Optimization using Self-Supervised Binary Contrastive Learning
   Siladittya Manna, Saumik Bhattacharya, Umapada Pal
   abs/2111.12664/

3. SSLM: Self-Supervised Learning for Medical Diagnosis from MR Video
   Siladittya Manna, Saumik Bhattacharya, Umapada Pal
   abs/2104.10481/