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ORCIDFirdaus Janoos
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2020 – today
- 2020
[c17]Logan Engstrom, Andrew Ilyas, Shibani Santurkar, Dimitris Tsipras, Firdaus Janoos, Larry Rudolph, Aleksander Madry:
Implementation Matters in Deep RL: A Case Study on PPO and TRPO. ICLR 2020- [c16]Andrew Ilyas, Logan Engstrom, Shibani Santurkar, Dimitris Tsipras, Firdaus Janoos, Larry Rudolph, Aleksander Madry:
A Closer Look at Deep Policy Gradients. ICLR 2020 - [i3]Logan Engstrom, Andrew Ilyas, Shibani Santurkar, Dimitris Tsipras, Firdaus Janoos, Larry Rudolph, Aleksander Madry:
Implementation Matters in Deep Policy Gradients: A Case Study on PPO and TRPO. CoRR abs/2005.12729 (2020)
2010 – 2019
- 2018
- [e1]Firdaus Janoos, Mehryar Mohri, Karthik Sridharan:
Algorithmic Learning Theory, ALT 2018, 7-9 April 2018, Lanzarote, Canary Islands, Spain. Proceedings of Machine Learning Research 83, PMLR 2018 [contents] - [i2]Andrew Ilyas, Logan Engstrom, Shibani Santurkar, Dimitris Tsipras, Firdaus Janoos, Larry Rudolph, Aleksander Madry:
Are Deep Policy Gradient Algorithms Truly Policy Gradient Algorithms? CoRR abs/1811.02553 (2018) - 2017
- [j10]Marc Niethammer, Kilian M. Pohl
, Firdaus Janoos, William M. Wells III:
Active Mean Fields for Probabilistic Image Segmentation: Connections with Chan-Vese and Rudin-Osher-Fatemi Models. SIAM J. Imaging Sci. 10(3): 1069-1103 (2017) - 2015
- [i1]Marc Niethammer, Kilian M. Pohl, Firdaus Janoos, William M. Wells III:
Active Mean Fields for Probabilistic Image Segmentation: Connections with Chan-Vese and Rudin-Osher-Fatemi Models. CoRR abs/1501.05680 (2015) - 2014
- [c15]Zhiwei Qin, Weichang Li, Firdaus Janoos:
Sparse Reinforcement Learning via Convex Optimization. ICML 2014: 424-432 - [c14]Firdaus Janoos, Huseyin Denli, Niranjan A. Subrahmanya:
Multi-scale Graphical Models for Spatio-Temporal Processes. NIPS 2014: 316-324 - 2013
- [j9]Petter Risholm, Firdaus Janoos, Isaiah Norton, Alexandra J. Golby, William M. Wells III:
Bayesian characterization of uncertainty in intra-subject non-rigid registration. Medical Image Anal. 17(5): 538-555 (2013) - 2012
- [j8]Tamal K. Dey, Firdaus Janoos, Joshua A. Levine:
Meshing interfaces of multi-label data with Delaunay refinement. Eng. Comput. 28(1): 71-82 (2012) - [j7]István Ákos Mórocz, Firdaus Janoos, Peter van Gelderen, David Manor, Avi Karni, Zvia Breznitz, Michael von Aster, Tammar Kushnir, Ruth Shalev:
Time-resolved and spatio-temporal analysis of complex cognitive processes and their role in disorders like developmental dyscalculia. Int. J. Imaging Syst. Technol. 22(1): 81-96 (2012) - [c13]Mehdi Moradi, Firdaus Janoos, Andriy Fedorov, Petter Risholm, Tina Kapur, Luciant D. Wolfsberger, Paul L. Nguyen, Clare M. Tempany, William M. Wells III:
Two solutions for registration of ultrasound to MRI for image-guided prostate interventions. EMBC 2012: 1129-1132 - [c12]Petter Risholm, Firdaus Janoos, Jennifer Pursley, Andriy Fedorov, Clare M. Tempany, Robert A. Cormack, William M. Wells III:
Selection of Optimal Hyper-Parameters for Estimation of Uncertainty in MRI-TRUS Registration of the Prostate. MICCAI (3) 2012: 107-114 - [c11]Firdaus Janoos, Petter Risholm, William M. Wells III:
Robust non-rigid registration and characterization of uncertainty. MMBIA 2012: 4321-4326 - [c10]Firdaus Janoos, Weichang Li, Niranjan A. Subrahmanya, István Ákos Mórocz, William M. Wells III:
Identification of Recurrent Patterns in the Activation of Brain Networks. NIPS 2012: 683-691 - [c9]Firdaus Janoos, Petter Risholm, William M. Wells III:
Bayesian Characterization of Uncertainty in Multi-modal Image Registration. WBIR 2012: 50-59 - 2011
- [j6]Firdaus Janoos, Raghu Machiraju, Shantanu Singh, István Ákos Mórocz:
Spatio-temporal models of mental processes from fMRI. NeuroImage 57(2): 362-377 (2011) - [c8]Shantanu Singh, Firdaus Janoos, Thierry Pécot, Enrico Caserta, Gustavo Leone, Jens Rittscher, Raghu Machiraju:
Identifying Nuclear Phenotypes Using Semi-supervised Metric Learning. IPMI 2011: 398-410 - [c7]Firdaus Janoos, Shantanu Singh, Raghu Machiraju, William M. Wells III, István Ákos Mórocz:
State-Space Models of Mental Processes from fMRI. IPMI 2011: 588-599 - [c6]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: 343-351 - 2010
- [c5]Kishore Mosaliganti, Firdaus Janoos, Arnaud Gelas, Ramil Noche, Nikolaus Obholzer, Raghu Machiraju, Sean Megason:
Anisotropic plate diffusion filtering for detection of cell membranes in 3D microscopy images. ISBI 2010: 588-591 - [c4]Firdaus Janoos, Raghu Machiraju, Steffen Sammet, Michael V. Knopp, Simon K. Warfield, István Ákos Mórocz:
Measuring effects of latency in brain activity with FMRI. ISBI 2010: 1141-1144 - [c3]Firdaus Janoos, Raghu Machiraju, Steffen Sammet, Michael V. Knopp, István Ákos Mórocz:
Unsupervised Learning of Brain States from fMRI Data. MICCAI (2) 2010: 201-208
2000 – 2009
- 2009
- [j5]Firdaus Janoos, Boonthanome Nouanesengsy, Raghu Machiraju, Han-Wei Shen, Steffen Sammet, Michael V. Knopp, István Ákos Mórocz:
Visual Analysis of Brain Activity from fMRI Data. Comput. Graph. Forum 28(3): 903-910 (2009) - [j4]Kishore Mosaliganti, Firdaus Janoos, M. Okan Irfanoglu, Randall Ridgway, Raghu Machiraju, Kun Huang, Joel H. Saltz, Gustavo Leone, Michael C. Ostrowski:
Tensor classification of N-point correlation function features for histology tissue segmentation. Medical Image Anal. 13(1): 156-166 (2009) - [j3]Firdaus Janoos, Kishore Mosaliganti, Xiaoyin Xu, Raghu Machiraju, Kun Huang, Stephen T. C. Wong:
Robust 3D reconstruction and identification of dendritic spines from optical microscopy imaging. Medical Image Anal. 13(1): 167-179 (2009) - 2008
- [j2]Firdaus Janoos, Boonthanome Nouanesengsy, Xiaoyin Xu, Raghu Machiraju, Stephen T. C. Wong:
Classification and Uncertainty Visualization of Dendritic Spines from Optical Microscopy Imaging. Comput. Graph. Forum 27(3): 879-886 (2008) - 2007
- [j1]Kishore Mosaliganti, Firdaus Janoos, Richard Sharp, Randall Ridgway, Raghu Machiraju, Kun Huang, Pamela Wenzel, Alain de Bruin, Gustavo Leone, Joel H. Saltz:
Detection and Visualization of Surface-Pockets to Enable Phenotyping Studies. IEEE Trans. Medical Imaging 26(9): 1283-1290 (2007) - [c2]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: 3-10 - [c1]Firdaus Janoos, M. Okan Irfanoglu, Kishore Mosaliganti, Raghu Machiraju, Kun Huang, Pamela Wenzel, Alain de Bruin, Gustavo Leone:
Multi-Resolution Image Segmentation Using the 2-Point Correlation Functions. ISBI 2007: 300-303
Coauthor Index
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