Firdaus Janoos
Firdaus Janoos
Two Sigma Investments
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Implementation matters in deep policy gradients: A case study on ppo and trpo
L Engstrom, A Ilyas, S Santurkar, D Tsipras, F Janoos, L Rudolph, ...
arXiv preprint arXiv:2005.12729, 2020
Robust 3D reconstruction and identification of dendritic spines from optical microscopy imaging
F Janoos, K Mosaliganti, X Xu, R Machiraju, K Huang, STC Wong
Medical image analysis 13 (1), 167-179, 2009
Bayesian characterization of uncertainty in intra-subject non-rigid registration
P Risholm, F Janoos, I Norton, AJ Golby, WM Wells III
Medical image analysis 17 (5), 538-555, 2013
Are deep policy gradient algorithms truly policy gradient algorithms
A Ilyas, L Engstrom, S Santurkar, D Tsipras, F Janoos, L Rudolph, ...
arXiv preprint arXiv:1811.02553, 2018
A Closer Look at Deep Policy Gradients
AM Andrew Ilyas, Logan Engstrom, Shibani Santurkar, Dimitris Tsipras ...
Int. Conf on Learning Representation (ICLR), 2020
Tensor classification of N-point correlation function features for histology tissue segmentation
K Mosaliganti, F Janoos, O Irfanoglu, R Ridgway, R Machiraju, K Huang, ...
Medical image analysis 13 (1), 156-166, 2009
Sparse reinforcement learning via convex optimization
Z Qin, W Li, F Janoos
International Conference on Machine Learning, 424-432, 2014
Meshing interfaces of multi-label data with Delaunay refinement
TK Dey, F Janoos, JA Levine
Engineering with Computers 28 (1), 71-82, 2012
Activity analysis using spatio-temporal trajectory volumes in surveillance applications
F Janoos, S Singh, O Irfanoglu, R Machiraju, R Parent
2007 IEEE Symposium on Visual Analytics Science and Technology, 3-10, 2007
System and method for monitoring safety and productivity of physical tasks
H Elhawary, A Bansal, F Janoos, S Youssry, ER de Villa
US Patent 10,674,965, 2020
Two solutions for registration of ultrasound to MRI for image-guided prostate interventions
M Moradi, F Janoos, A Fedorov, P Risholm, T Kapur, LD Wolfsberger, ...
2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012
Spatio-temporal models of mental processes from fMRI
F Janoos, R Machiraju, S Singh, IA Morocz
Neuroimage 57 (2), 362-377, 2011
Anisotropic plate diffusion filtering for detection of cell membranes in 3D microscopy images
K Mosaliganti, F Janoos, A Gelas, R Noche, N Obholzer, R Machiraju, ...
2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro …, 2010
Multi-scale Graphical Models for Spatio-Temporal Processes
F Janoos, H Denli, N Subrahmanya
Advances in Neural Information Processing Systems 27 (NIPS 2014), 316-324, 2014
Identifying nuclear phenotypes using semi-supervised metric learning
S Singh, F Janoos, T Pécot, E Caserta, G Leone, J Rittscher, R Machiraju
Information processing in medical imaging: proceedings of the... conference …, 2011
Rapid full‐brain fMRI with an accelerated multi shot 3D EPI sequence using both UNFOLD and GRAPPA
O Afacan, WS Hoge, F Janoos, DH Brooks, IA Morocz
Magnetic Resonance in Medicine 67 (5), 1266-1274, 2012
Bayesian characterization of uncertainty in multi-modal image registration
F Janoos, P Risholm, W Wells
Biomedical Image Registration: 5th International Workshop, WBIR 2012 …, 2012
Multi-resolution image segmentation using the 2-point correlation functions
F Janoos, MO Irfanoglu, K Mosaliganti, R Machiraju, K Huang, P Wenzel, ...
2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to …, 2007
Sensor configuration for coverage optimization in surveillance applications
F Janoos, R Machiraju, R Parent, JW Davis, A Murray
Videometrics IX 6491, 31-42, 2007
Temporal matching of dendritic spines in confocal microscopy images of neuronal tissue sections
KR Mosaliganti, F Janoos, X Xu, R Machiraju, K Huang, STC Wong
MICCAI Workshop on Medical Image Analysis with Applications in Biology, 106-113, 2006
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