Varun Mannam

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 9

Top Topics

Compressive Sensing

Fluorescence Microscopy

Convolutional Neural Networks

Top Venues

Frontiers Bioinform.

Publications

Varun Mannam, Jacob Brandt, Cody J. Smith, Xiaotong Yuan, Scott S. Howard
Improving fluorescence lifetime imaging microscopy phasor accuracy using convolutional neural networks. Frontiers Bioinform. 3 (2023)
Varun Mannam
Low-Energy Convolutional Neural Networks (CNNs) using Hadamard Method. Big Data (2022)
Varun Mannam, Jacob Brandt, Cody J. Smith, Scott S. Howard
Low dosage 3D volume fluorescence microscopy imaging using compressive sensing. CoRR (2022)
Varun Mannam
Low-Energy Convolutional Neural Networks (CNNs) using Hadamard Method. CoRR (2022)
Varun Mannam, Yide Zhang, Xiaotong Yuan, Takashi Hato, Pierre C. Dagher, Evan L. Nichols, Cody J. Smith, Kenneth W. Dunn, Scott S. Howard
Convolutional Neural Network Denoising in Fluorescence Lifetime Imaging Microscopy (FLIM). CoRR (2021)
Varun Mannam, Yide Zhang, Xiaotong Yuan, Scott S. Howard
Deep learning-based super-resolution fluorescence microscopy on small datasets. CoRR (2021)
Varun Mannam, Yide Zhang, Xiaotong Yuan, Cara Ravasio, Scott S. Howard
Machine learning for faster and smarter fluorescence lifetime imaging microscopy. CoRR (2020)
Scott S. Howard, Grant Barthelmes, Cara Ravasio, Lisa Huang, Benjamin Poag, Varun Mannam
Packet Compressed Sensing Imaging (PCSI): Robust Image Transmission over Noisy Channels. CoRR (2020)
Varun Mannam, Arman Kazemi
Performance Analysis of Semi-supervised Learning in the Small-data Regime using VAEs. CoRR (2020)