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Self-Supervised Simultaneous Multi-Step Prediction of Road Dynamics and Cost Map


Mar 01, 2021
Elmira Amirloo, Mohsen Rohani, Ershad Banijamali, Jun Luo, Pascal Poupart


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Prediction by Anticipation: An Action-Conditional Prediction Method based on Interaction Learning


Dec 25, 2020
Ershad Banijamali, Mohsen Rohani, Elmira Amirloo, Jun Luo, Pascal Poupart


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Deep Variational Sufficient Dimensionality Reduction


Dec 18, 2018
Ershad Banijamali, Amir-Hossein Karimi, Ali Ghodsi


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Optimizing over a Restricted Policy Class in Markov Decision Processes


Feb 26, 2018
Ershad Banijamali, Yasin Abbasi-Yadkori, Mohammad Ghavamzadeh, Nikos Vlassis

* 14 pages 

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Robust Locally-Linear Controllable Embedding


Feb 21, 2018
Ershad Banijamali, Rui Shu, Mohammad Ghavamzadeh, Hung Bui, Ali Ghodsi

* 13 pages 

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Disentangling Dynamics and Content for Control and Planning


Nov 24, 2017
Ershad Banijamali, Ahmad Khajenezhad, Ali Ghodsi, Mohammad Ghavamzadeh

* 5 

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JADE: Joint Autoencoders for Dis-Entanglement


Nov 24, 2017
Ershad Banijamali, Amir-Hossein Karimi, Alexander Wong, Ali Ghodsi

* 5 pages 

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Fast Spectral Clustering Using Autoencoders and Landmarks


Apr 07, 2017
Ershad Banijamali, Ali Ghodsi

* 8 Pages- Accepted in 14th International Conference on Image Analysis and Recognition 

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Radon-Gabor Barcodes for Medical Image Retrieval


Sep 16, 2016
Mina Nouredanesh, H. R. Tizhoosh, Ershad Banijamali, James Tung

* To appear in proceedings of the 23rd International Conference on Pattern Recognition (ICPR 2016), Cancun, Mexico, December 2016 

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Semi-Supervised Representation Learning based on Probabilistic Labeling


Sep 15, 2016
Ershad Banijamali, Ali Ghodsi

* 8 pages, 7 figures 

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Gabor Barcodes for Medical Image Retrieval


May 14, 2016
Mina Nouredanesh, Hamid R. Tizhoosh, Ershad Banijamali

* To appear in proceedings of The 2016 IEEE International Conference on Image Processing (ICIP 2016), Sep 25-28, 2016, Phoenix, Arizona, USA 

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