A novel neuro-classifier using Multiscale Permutation Entropy for motor fault diagnosis. - Partha Sarathee Bhowmik; Mangal Prakash; Sourav Pradhan (CCA, 2014)

A comparison among PID, Sliding Mode and internal model control for a buck converter. - Arnab Ghosh; Mangal Prakash; Sourav Pradhan; Subrata Banerjee (IECON, 2014)

Reconstruction of networks of cyclostationary processes. - Saurav Talukdar; Mangal Prakash; Donatello Materassi; Murti V. Salapaka (CDC, 2015)

Distributed apportioning in a power network for providing demand response services. - Sourav Patel; Sandeep Attree; Saurav Talukdar; Mangal Prakash; Murti V. Salapaka (SmartGridComm, 2017)

Distributed Stopping Criterion for Ratio Consensus. - Mangal Prakash; Saurav Talukdar; Sandeep Attree; Sourav Patel; Murti V. Salapaka (Allerton, 2018)

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 (AISTATS, 2020)

DenoiSeg: Joint Denoising and Segmentation. - Tim-Oliver Buchholz; Mangal Prakash; Deborah Schmidt; Alexander Krull; Florian Jug (ECCV Workshops (1), 2020)

Leveraging Self-supervised Denoising for Image Segmentation. - Mangal Prakash; Tim-Oliver Buchholz; Manan Lalit; Pavel Tomancak; Florian Jug; Alexander Krull (ISBI, 2020)

Fully Unsupervised Probabilistic Noise2Void. - Mangal Prakash; Manan Lalit; Pavel Tomancak; Alexander Krull; Florian Jug (ISBI, 2020)

DenoiSeg: Joint Denoising and Segmentation. - Tim-Oliver Buchholz; Mangal Prakash; Alexander Krull; Florian Jug (CoRR, 2020)

DivNoising: Diversity Denoising with Fully Convolutional Variational Autoencoders. - Mangal Prakash; Alexander Krull; Florian Jug (CoRR, 2020)

Probabilistic Noise2Void: Unsupervised Content-Aware Denoising. - Alexander Krull; Tomás Vicar; Mangal Prakash; Manan Lalit; Florian Jug (Frontiers Comput. Sci., 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)

Fully Unsupervised Diversity Denoising with Convolutional Variational Autoencoders. - Mangal Prakash; Alexander Krull; Florian Jug (ICLR, 2021)

Removing Pixel Noises and Spatial Artifacts with Generative Diversity Denoising Methods. - Mangal Prakash; Mauricio Delbracio; Peyman Milanfar; Florian Jug (CoRR, 2021)

Interpretable Unsupervised Diversity Denoising and Artefact Removal. - Mangal Prakash; Mauricio Delbracio; Peyman Milanfar; Florian Jug (ICLR, 2022)

Fully Unsupervised Image Denoising, Diversity Denoising and Image Segmentation with Limited Annotations. - Mangal Prakash (2022)

SE(3)-Hyena Operator for Scalable Equivariant Learning. - Artem Moskalev; Mangal Prakash; Rui Liao; Tommaso Mansi (CoRR, 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., 2024)

Beyond Sequence: Impact of Geometric Context for RNA Property Prediction. - Junjie Xu; Artem Moskalev; Tommaso Mansi; Mangal Prakash; Rui Liao (ICLR, 2025)

HELM: Hierarchical Encoding for mRNA Language Modeling. - Mehdi Yazdani-Jahromi; Mangal Prakash; Tommaso Mansi; Artem Moskalev; Rui Liao (ICLR, 2025)

InfoSEM: A Deep Generative Model with Informative Priors for Gene Regulatory Network Inference. - Tianyu Cui; Song-Jun Xu; Artem Moskalev; Shuwei Li; Tommaso Mansi; Mangal Prakash; Rui Liao (CoRR, 2025)

Geometric Hyena Networks for Large-scale Equivariant Learning. - Artem Moskalev; Mangal Prakash; Junjie Xu; Tianyu Cui; Rui Liao; Tommaso Mansi (CoRR, 2025)

BioLangFusion: Multimodal Fusion of DNA, mRNA, and Protein Language Models. - Amina Mollaysa; Artem Moskalev; Pushpak Pati; Tommaso Mansi; Mangal Prakash; Rui Liao (CoRR, 2025)

Multimodal Modeling of CRISPR-Cas12 Activity Using Foundation Models and Chromatin Accessibility Data. - Azim Dehghani Amirabad; Yanfei Zhang; Artem Moskalev; Sowmya Rajesh; Tommaso Mansi; Shuwei Li; Mangal Prakash; Rui Liao (CoRR, 2025)

DualEquiNet: A Dual-Space Hierarchical Equivariant Network for Large Biomolecules. - Junjie Xu; Jiahao Zhang; Mangal Prakash; Xiang Zhang 001; Suhang Wang (CoRR, 2025)

TRIDENT: Tri-Modal Molecular Representation Learning with Taxonomic Annotations and Local Correspondence. - Feng Jiang; Mangal Prakash; Hehuan Ma; Jianyuan Deng; Yuzhi Guo; Amina Mollaysa; Tommaso Mansi; Rui Liao; Junzhou Huang (CoRR, 2025)