Firdaus Janoos
Firdaus Janoos
Two Sigma Investments
Patvirtintas el. paštas
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
Implementation matters in deep rl: A case study on ppo and trpo
L Engstrom, A Ilyas, S Santurkar, D Tsipras, F Janoos, L Rudolph, ...
International conference on learning representations, 2019
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
A Closer Look at Deep Policy Gradients
AM Andrew Ilyas, Logan Engstrom, Shibani Santurkar, Dimitris Tsipras ...
Int. Conf on Learning Representation (ICLR), 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
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
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
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
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
Medical image segmentation in oral-maxillofacial surgery
J Li, M Erdt, F Janoos, T Chang, J Egger
Computer-Aided Oral and Maxillofacial Surgery, 1-27, 2021
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
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
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: 22nd International 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 III
International Workshop on Biomedical Image Registration, 50-59, 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
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