Firdaus Janoos

According to our database, Firdaus Janoos authored at least 29 papers between 2007 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2020

Implementation Matters in Deep Policy Gradients: A Case Study on PPO and TRPO.

Logan Engstrom, Andrew Ilyas, Shibani Santurkar, Dimitris Tsipras, Firdaus Janoos, Larry Rudolph, Aleksander Madry

CoRR, 2020

A Closer Look at Deep Policy Gradients.

Andrew Ilyas, Logan Engstrom, Shibani Santurkar, Dimitris Tsipras, Firdaus Janoos, Larry Rudolph, Aleksander Madry

Proceedings of the 8th International Conference on Learning Representations, 2020

Implementation Matters in Deep RL: A Case Study on PPO and TRPO.

Logan Engstrom, Andrew Ilyas, Shibani Santurkar, Dimitris Tsipras, Firdaus Janoos, Larry Rudolph, Aleksander Madry

Proceedings of the 8th International Conference on Learning Representations, 2020

2018

Are Deep Policy Gradient Algorithms Truly Policy Gradient Algorithms?

Andrew Ilyas, Logan Engstrom, Shibani Santurkar, Dimitris Tsipras, Firdaus Janoos, Larry Rudolph, Aleksander Madry

CoRR, 2018

2017

Active Mean Fields for Probabilistic Image Segmentation: Connections with Chan-Vese and Rudin-Osher-Fatemi Models.

Marc Niethammer, Kilian M. Pohl, Firdaus Janoos, William M. Wells III

SIAM J. Imaging Sci., 2017

2014

Multi-scale Graphical Models for Spatio-Temporal Processes.

Firdaus Janoos, Huseyin Denli, Niranjan A. Subrahmanya

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Sparse Reinforcement Learning via Convex Optimization.

Zhiwei Qin, Weichang Li, Firdaus Janoos

Proceedings of the 31th International Conference on Machine Learning, 2014

2013

Bayesian characterization of uncertainty in intra-subject non-rigid registration.

Petter Risholm, Firdaus Janoos, Isaiah Norton, Alexandra J. Golby, William M. Wells III

Medical Image Anal., 2013

2012

Time-resolved and spatio-temporal analysis of complex cognitive processes and their role in disorders like developmental dyscalculia.

István Ákos Mórocz, Firdaus Janoos, Peter van Gelderen, David Manor, Avi Karni, Zvia Breznitz, Michael von Aster, Tammar Kushnir, Ruth Shalev

Int. J. Imaging Syst. Technol., 2012

Meshing interfaces of multi-label data with Delaunay refinement.

Tamal K. Dey, Firdaus Janoos, Joshua A. Levine

Eng. Comput., 2012

Bayesian Characterization of Uncertainty in Multi-modal Image Registration.

Firdaus Janoos, Petter Risholm, William M. Wells III

Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012

Identification of Recurrent Patterns in the Activation of Brain Networks.

Firdaus Janoos, Weichang Li, Niranjan A. Subrahmanya, István Ákos Mórocz, William M. Wells III

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Robust non-rigid registration and characterization of uncertainty.

Firdaus Janoos, Petter Risholm, William M. Wells III

Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 2012

Selection of Optimal Hyper-Parameters for Estimation of Uncertainty in MRI-TRUS Registration of the Prostate.

Petter Risholm, Firdaus Janoos, Jennifer Pursley, Andriy Fedorov, Clare M. Tempany, Robert A. Cormack, William M. Wells III

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Two solutions for registration of ultrasound to MRI for image-guided prostate interventions.

Mehdi Moradi, Firdaus Janoos, Andriy Fedorov, Petter Risholm, Tina Kapur, Luciant D. Wolfsberger, Paul L. Nguyen, Clare M. Tempany, William M. Wells III

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011

Spatio-temporal models of mental processes from fMRI.

Firdaus Janoos, Raghu Machiraju, Shantanu Singh, István Ákos Mórocz

NeuroImage, 2011

Non-parametric Population Analysis of Cellular Phenotypes.

Shantanu Singh, Firdaus Janoos, Thierry Pécot, Enrico Caserta, Kun Huang, Jens Rittscher, Gustavo Leone, Raghu Machiraju

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Identifying Nuclear Phenotypes Using Semi-supervised Metric Learning.

Shantanu Singh, Firdaus Janoos, Thierry Pécot, Enrico Caserta, Gustavo Leone, Jens Rittscher, Raghu Machiraju

Proceedings of the Information Processing in Medical Imaging, 2011

State-Space Models of Mental Processes from fMRI.

Firdaus Janoos, Shantanu Singh, Raghu Machiraju, William M. Wells III, István Ákos Mórocz

Proceedings of the Information Processing in Medical Imaging, 2011

2010

Unsupervised Learning of Brain States from fMRI Data.

Firdaus Janoos, Raghu Machiraju, Steffen Sammet, Michael V. Knopp, István Ákos Mórocz

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Anisotropic plate diffusion filtering for detection of cell membranes in 3D microscopy images.

Kishore Mosaliganti, Firdaus Janoos, Arnaud Gelas, Ramil Noche, Nikolaus Obholzer, Raghu Machiraju, Sean Megason

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Measuring effects of latency in brain activity with FMRI.

Firdaus Janoos, Raghu Machiraju, Steffen Sammet, Michael V. Knopp, Simon K. Warfield, István Ákos Mórocz

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009

Tensor classification of N-point correlation function features for histology tissue segmentation.

Kishore Mosaliganti, Firdaus Janoos, M. Okan Irfanoglu, Randall Ridgway, Raghu Machiraju, Kun Huang, Joel H. Saltz, Gustavo Leone, Michael C. Ostrowski

Medical Image Anal., 2009

Robust 3D reconstruction and identification of dendritic spines from optical microscopy imaging.

Firdaus Janoos, Kishore Mosaliganti, Xiaoyin Xu, Raghu Machiraju, Kun Huang, Stephen T. C. Wong

Medical Image Anal., 2009

Visual Analysis of Brain Activity from fMRI Data.

Firdaus Janoos, Boonthanome Nouanesengsy, Raghu Machiraju, Han-Wei Shen, Steffen Sammet, Michael V. Knopp, István Ákos Mórocz

Comput. Graph. Forum, 2009

2008

Classification and Uncertainty Visualization of Dendritic Spines from Optical Microscopy Imaging.

Firdaus Janoos, Boonthanome Nouanesengsy, Xiaoyin Xu, Raghu Machiraju, Stephen T. C. Wong

Comput. Graph. Forum, 2008

2007

Detection and Visualization of Surface-Pockets to Enable Phenotyping Studies.

Kishore Mosaliganti, Firdaus Janoos, Richard Sharp, Randall Ridgway, Raghu Machiraju, Kun Huang, Pamela Wenzel, Alain de Bruin, Gustavo Leone, Joel H. Saltz

IEEE Trans. Medical Imaging, 2007

Multi-Resolution Image Segmentation Using the 2-Point Correlation Functions.

Firdaus Janoos, M. Okan Irfanoglu, Kishore Mosaliganti, Raghu Machiraju, Kun Huang, Pamela Wenzel, Alain de Bruin, Gustavo Leone

Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Activity Analysis Using Spatio-Temporal Trajectory Volumes in Surveillance Applications.

Firdaus Janoos, Shantanu Singh, M. Okan Irfanoglu, Raghu Machiraju, Richard E. Parent

Proceedings of the 2nd IEEE Symposium on Visual Analytics Science and Technology, 2007