Mangal Prakash

According to our database, Mangal Prakash authored at least 21 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Addressing label noise for electronic health records: insights from computer vision for tabular data.

Jenny Yang, Hagen Triendl, Andrew A. S. Soltan, Mangal Prakash, David A. Clifton

BMC Medical Informatics Decis. Mak., December, 2024

HELM: Hierarchical Encoding for mRNA Language Modeling.

Mehdi Yazdani-Jahromi, Mangal Prakash, Tommaso Mansi, Artem Moskalev, Rui Liao

CoRR, 2024

Beyond Sequence: Impact of Geometric Context for RNA Property Prediction.

Junjie Xu, Artem Moskalev, Tommaso Mansi, Mangal Prakash, Rui Liao

CoRR, 2024

SE(3)-Hyena Operator for Scalable Equivariant Learning.

Artem Moskalev, Mangal Prakash, Rui Liao, Tommaso Mansi

CoRR, 2024

2022

Fully Unsupervised Image Denoising, Diversity Denoising and Image Segmentation with Limited Annotations.

Mangal Prakash

PhD thesis, 2022

Interpretable Unsupervised Diversity Denoising and Artefact Removal.

Mangal Prakash, Mauricio Delbracio, Peyman Milanfar, Florian Jug

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Removing Pixel Noises and Spatial Artifacts with Generative Diversity Denoising Methods.

Mangal Prakash, Mauricio Delbracio, Peyman Milanfar, Florian Jug

CoRR, 2021

Fully Unsupervised Diversity Denoising with Convolutional Variational Autoencoders.

Mangal Prakash, Alexander Krull, Florian Jug

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Distributed Stopping Criterion for Consensus in the Presence of Delays.

Mangal Prakash, Saurav Talukdar, Sandeep Attree, Vikas Yadav, Murti V. Salapaka

IEEE Trans. Control. Netw. Syst., 2020

Probabilistic Noise2Void: Unsupervised Content-Aware Denoising.

Alexander Krull, Tomás Vicar, Mangal Prakash, Manan Lalit, Florian Jug

Frontiers Comput. Sci., 2020

DivNoising: Diversity Denoising with Fully Convolutional Variational Autoencoders.

Mangal Prakash, Alexander Krull, Florian Jug

CoRR, 2020

DenoiSeg: Joint Denoising and Segmentation.

Tim-Oliver Buchholz, Mangal Prakash, Alexander Krull, Florian Jug

CoRR, 2020

Fully Unsupervised Probabilistic Noise2Void.

Mangal Prakash, Manan Lalit, Pavel Tomancak, Alexander Krull, Florian Jug

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Leveraging Self-supervised Denoising for Image Segmentation.

Mangal Prakash, Tim-Oliver Buchholz, Manan Lalit, Pavel Tomancak, Florian Jug, Alexander Krull

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

DenoiSeg: Joint Denoising and Segmentation.

Tim-Oliver Buchholz, Mangal Prakash, Deborah Schmidt, Alexander Krull, Florian Jug

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

A Primal-Dual Solver for Large-Scale Tracking-by-Assignment.

Stefan Haller, Mangal Prakash, Lisa Hutschenreiter, Tobias Pietzsch, Carsten Rother, Florian Jug, Paul Swoboda, Bogdan Savchynskyy

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2018

Distributed Stopping Criterion for Ratio Consensus.

Mangal Prakash, Saurav Talukdar, Sandeep Attree, Sourav Patel, Murti V. Salapaka

Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017

Distributed apportioning in a power network for providing demand response services.

Sourav Patel, Sandeep Attree, Saurav Talukdar, Mangal Prakash, Murti V. Salapaka

Proceedings of the 2017 IEEE International Conference on Smart Grid Communications, 2017

2015

Reconstruction of networks of cyclostationary processes.

Saurav Talukdar, Mangal Prakash, Donatello Materassi, Murti V. Salapaka

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

2014

A comparison among PID, Sliding Mode and internal model control for a buck converter.

Arnab Ghosh, Mangal Prakash, Sourav Pradhan, Subrata Banerjee

Proceedings of the IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society, Dallas, TX, USA, October 29, 2014

A novel neuro-classifier using Multiscale Permutation Entropy for motor fault diagnosis.

Partha Sarathee Bhowmik, Mangal Prakash, Sourav Pradhan

Proceedings of the 2014 IEEE Conference on Control Applications, 2014