1 code implementation • 15 Mar 2024 • Soumyadeep Pal, Yuguang Yao, Ren Wang, Bingquan Shen, Sijia Liu
Based on this, we pose the backdoor data identification problem as a hierarchical data splitting optimization problem, leveraging a novel SPC-based loss function as the primary optimization objective.
no code implementations • 20 Jan 2023 • Soumyadeep Pal, Ren Wang, Yuguang Yao, Sijia Liu
In this paper, we explore the potential of self-training via additional unlabeled data for mitigating backdoor attacks.
1 code implementation • 1 Feb 2022 • Soumyadeep Pal, Matthew Tennant, Nilanjan Ray
We present a postprocessing layer for deformable image registration to make a registration field more diffeomorphic by encouraging Jacobians of the transformation to be positive.
no code implementations • 15 Apr 2020 • Uddalok Sarkar, Soumyadeep Pal, Sayan Nag, Chirayata Bhattacharya, Shankha Sanyal, Archi Banerjee, Ranjan Sengupta, Dipak Ghosh
The study of Bengali speech recognition and speaker identification is scarce in the literature.