Shantanu Singh

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 21

Top Topics

Nonlinear Systems

Infinite Dimensional

Image Classification

Caenorhabditis Elegans

Top Venues

Publications

Elsa Lawrence, Adham El-Shazly, Srijit Seal, Chaitanya K. Joshi, Pietro Liò, Shantanu Singh, Andreas Bender, Pietro Sormanni, Matthew Greenig
Understanding Biology in the Age of Artificial Intelligence. CoRR (2024)
John Arevalo, Ellen Su, Anne E. Carpenter, Shantanu Singh
: A Drug-Target Interaction Graph For Inductive Link Prediction. CoRR (2024)
Srijit Seal, Ola Spjuth, Layla Hosseini-Gerami, Miguel García-Ortegón, Shantanu Singh, Andreas Bender, Anne E. Carpenter
Insights into Drug Cardiotoxicity from Biological and Chemical Data: The First Public Classifiers for FDA Drug-Induced Cardiotoxicity Rank. J. Chem. Inf. Model. 64 (4) (2024)
Gang Liu, Srijit Seal, John Arevalo, Zhenwen Liang, Anne E. Carpenter, Meng Jiang, Shantanu Singh
Learning Molecular Representation in a Cell. CoRR (2024)
Marzieh Haghighi, Mario C. Cruz, Erin Weisbart, Beth A. Cimini, Avtar Singh, Julia Bauman, Maria E. Lozada, Sanam L. Kavari, James T. Neal, Paul C. Blainey, Anne E. Carpenter, Shantanu Singh
Pseudo-Labeling Enhanced by Privileged Information and Its Application to In Situ Sequencing Images. CoRR (2023)
Shantanu Singh, George Weiss
Second Order Systems on Hilbert Spaces with Nonlinear Damping. SIAM J. Control. Optim. 61 (4) (2023)
Marzieh Haghighi, Mario C. Cruz, Erin Weisbart, Beth A. Cimini, Avtar Singh, Julia Bauman, Maria E. Lozada, Sanam L. Kavari, James T. Neal, Paul C. Blainey, Anne E. Carpenter, Shantanu Singh
Pseudo-Labeling Enhanced by Privileged Information and Its Application to In Situ Sequencing Images. IJCAI (2023)
Shantanu Singh, Sébastien Fueyo, George Weiss
Incrementally passive infinite dimensional systems with a constrained state variable. CDC (2023)
Mounika Kanakanti, Shantanu Singh, Manish Shrivastava
MultiFacet: A Multi-Tasking Framework for Speech-to-Sign Language Generation. ICMI Companion (2023)
Shantanu Singh, George Weiss, Marius Tucsnak
A class of incrementally scattering-passive nonlinear systems. Autom. 142 (2022)
Shantanu Singh, Jaidev Shriram, Shaantanu Kulkarni, Brojeshwar Bhowmick, K. Madhava Krishna
IndoLayout: Leveraging Attention for Extended Indoor Layout Estimation from an RGB Image. IROS (2022)
Yuen Ler Chow, Shantanu Singh, Anne E. Carpenter, Gregory P. Way
Predicting drug polypharmacology from cell morphology readouts using variational autoencoder latent space arithmetic. PLoS Comput. Biol. 18 (2) (2022)
Shantanu Singh, George Weiss
Nonlinear perturbation of a class of conservative linear system. CDC (2022)
Shantanu Singh, George Weiss, Marius Tucsnak
Abstract nonlinear control systems. CDC (2021)
Sundaresan Raman, Shantanu Singh, Thierry Pécot, Enrico Caserta, Kun Huang, Jens Rittscher, Gustavo Leone, Raghu Machiraju
Capturing variations in nuclear phenotypes. J. Comput. Sci. 36 (2019)
Dwij Sukeshkumar Sheth, Shantanu Singh, Prakhar S. Mathur, Vydeki D
Smart Laptop Bag with Machine Learning for Activity Recognition. CoRR (2019)
Maxime W. Lafarge, Juan C. Caicedo, Anne E. Carpenter, Josien P. W. Pluim, Shantanu Singh, Mitko Veta
Capturing Single-Cell Phenotypic Variation via Unsupervised Representation Learning. MIDL (2019)
Tim Becker, Juan C. Caicedo, Shantanu Singh, Markus Weckmann, Anne E. Carpenter
Combining morphological and migration profiles of in vitro time-lapse data. ISBI (2018)
Juan C. Caicedo, Claire McQuin, Allen Goodman, Shantanu Singh, Anne E. Carpenter
Weakly Supervised Learning of Single-Cell Feature Embeddings. CVPR (2018)
David Dao, Adam Fraser, Jane Hung, Vebjorn Ljosa, Shantanu Singh, Anne E. Carpenter
CellProfiler Analyst: interactive data exploration, analysis and classification of large biological image sets. Bioinform. 32 (20) (2016)
Virginie Uhlmann, Shantanu Singh, Anne E. Carpenter
CP-CHARM: segmentation-free image classification made accessible. BMC Bioinform. 17 (2016)
Shantanu Singh, Yan Wang, Lei Ding
Who is repinning?: predicting a brand's user interactions using social media retrieval. MDMKDD (2013)
Thierry Pécot, Shantanu Singh, Enrico Caserta, Kun Huang, Raghu Machiraju, Gustavo Leone
Non parametric cell nuclei segmentation based on a tracking over depth from 3D fluorescence confocal images. ISBI (2012)
Firdaus Janoos, Shantanu Singh, Raghu Machiraju, William M. Wells III, István Ákos Mórocz
State-Space Models of Mental Processes from fMRI. IPMI (2011)
Shantanu Singh, Firdaus Janoos, Thierry Pécot, Enrico Caserta, Gustavo Leone, Jens Rittscher, Raghu Machiraju
Identifying Nuclear Phenotypes Using Semi-supervised Metric Learning. IPMI (2011)
Shantanu Singh, Firdaus Janoos, Thierry Pécot, Enrico Caserta, Kun Huang, Jens Rittscher, Gustavo Leone, Raghu Machiraju
Non-parametric Population Analysis of Cellular Phenotypes. MICCAI (2) (2011)
Firdaus Janoos, Raghu Machiraju, Shantanu Singh, István Ákos Mórocz
Spatio-temporal models of mental processes from fMRI. NeuroImage 57 (2) (2011)
Shantanu Singh, Sundaresan Raman, Enrico Caserta, Gustavo Leone, Michael C. Ostrowski, Jens Rittscher, Raghu Machiraju
Analysis of spatial variation of nuclear morphology in tissue microenvironments. ISBI (2010)
Shantanu Singh, Kishore Mosaliganti, Raghu Machiraju
Microstructure preserving synthesis of biomedical images. ISBI (2008)
Firdaus Janoos, Shantanu Singh, M. Okan Irfanoglu, Raghu Machiraju, Richard E. Parent
Activity Analysis Using Spatio-Temporal Trajectory Volumes in Surveillance Applications. IEEE VAST (2007)