Pranav Singh

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 21

Top Topics

Optimal Parameters

Hamilton Jacobi

Medical Image Segmentation

Top Venues

ECCV Workshops (3)

Publications

Abhishek Narayanan, Rushabh Musthyala, Rahul Sankar, Anirudh Prasad Nistala, Pranav Singh, Jacopo Cirrone
Free Form Medical Visual Question Answering in Radiology. CoRR (2024)
Pranav Singh, Jacopo Cirrone
Exploring Intrinsic Properties of Medical Images for Self-Supervised Binary Semantic Segmentation. CoRR (2024)
Adrija Majumdar, Pranav Singh
Analysis and impact of COVID-19 disclosures: is IT-services different from others? Ind. Manag. Data Syst. 123 (1) (2023)
Pranav Singh, Raviteja Chukkapalli, Shravan Chaudhari, Luoyao Chen, Mei Chen, Jinqian Pan, Craig Smuda, Jacopo Cirrone
Shifting to Machine Supervision: Annotation-Efficient Semi and Self-Supervised Learning for Automatic Medical Image Segmentation and Classification. CoRR (2023)
Pranav Singh, Luoyao Chen, Mei Chen, Jinqian Pan, Raviteja Chukkapalli, Shravan Chaudhari, Jacopo Cirrone
Enhancing Medical Image Segmentation: Optimizing Cross-Entropy Weights and Post-Processing with Autoencoders. ICCV (Workshops) (2023)
Pranav Singh, Jacopo Cirrone
Efficient Representation Learning for Healthcare with Cross-Architectural Self-Supervision. CoRR (2023)
Pranav Singh, Jacopo Cirrone
Cross-Architectural Positive Pairs improve the effectiveness of Self-Supervised Learning. CoRR (2023)
Pranav Singh, Luoyao Chen, Mei Chen, Jinqian Pan, Raviteja Chukkapalli, Shravan Chaudhari, Jacopo Cirrone
Enhancing Medical Image Segmentation: Optimizing Cross-Entropy Weights and Post-Processing with Autoencoders. CoRR (2023)
Pranav Singh, Jacopo Cirrone
Efficient Representation Learning for Healthcare with Cross-Architectural Self-Supervision. MLHC (2023)
Pranav Singh, Jacopo Cirrone
A Data-Efficient Deep Learning Framework for Segmentation and Classification of Histopathology Images. ECCV Workshops (3) (2022)
Pranav Singh, Elena Sizikova, Jacopo Cirrone
CASS: Cross Architectural Self-Supervision for Medical Image Analysis. CoRR (2022)
Pranav Singh, Jacopo Cirrone
A Data-Efficient Deep Learning Framework for Segmentation and Classification of Histopathology Images. CoRR (2022)
Tobias Jawecki, Pranav Singh
Unitarity of some barycentric rational approximants. CoRR (2022)
Mohammadali Foroozandeh, Pranav Singh
Optimal control of spins by Analytical Lie Algebraic Derivatives. Autom. 129 (2021)
Winfried Auzinger, Juliette Dubois, Karsten Held, Harald Hofstätter, Tobias Jawecki, Anna Kauch, Othmar Koch, Karolina Kropielnicka, Pranav Singh, Clemens Watzenböck
Efficient Magnus-type integrators for solar energy conversion in Hubbard models. CoRR (2021)
Gianluca Frasca Caccia, Pranav Singh
Optimal parameters for numerical solvers of PDEs. CoRR (2021)
Xiao Yang, Yasushi Saito, Arjun A. Rao, Hyunsung John Kim, Pranav Singh, Eric Scott, Matthew Larson, Wenying Pan, Mohini Desai, Earl Hubbell
Alignment-free filtering for cfNA fusion fragments. Bioinform. 35 (14) (2019)
Arieh Iserles, Karolina Kropielnicka, Pranav Singh
Compact schemes for laser-matter interaction in Schrödinger equation based on effective splittings of Magnus expansion. Comput. Phys. Commun. 234 (2019)
Arieh Iserles, Karolina Kropielnicka, Pranav Singh
Solving Schrödinger equation in semiclassical regime with highly oscillatory time-dependent potentials. J. Comput. Phys. 376 (2019)
Winfried Auzinger, Harald Hofstätter, Othmar Koch, Karolina Kropielnicka, Pranav Singh
Time adaptive Zassenhaus splittings for the Schrödinger equation in the semiclassical regime. Appl. Math. Comput. 362 (2019)
Arieh Iserles, Karolina Kropielnicka, Pranav Singh
Magnus-Lanczos Methods with Simplified Commutators for the Schrödinger Equation with a Time-Dependent Potential. SIAM J. Numer. Anal. 56 (3) (2018)
Philipp Bader, Arieh Iserles, Karolina Kropielnicka, Pranav Singh
Effective Approximation for the Semiclassical Schrödinger Equation. Found. Comput. Math. 14 (4) (2014)
Sanjay Burman, Ayan Palchaudhuri, Rajat Subhra Chakraborty, Debdeep Mukhopadhyay, Pranav Singh
Effect of Malicious Hardware Logic on Circuit Reliability. VDAT (2012)
Ranzan Nadaf, R. P. Jagadeesh Chandra Bose, Pranav Singh
An Approach for Specification based Testing for Platforms. IASTED Conf. on Software Engineering (2006)