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Ershad Banijamali

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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

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Robust Locally-Linear Controllable Embedding

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

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Disentangling Dynamics and Content for Control and Planning

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

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JADE: Joint Autoencoders for Dis-Entanglement

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

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Fast Spectral Clustering Using Autoencoders and Landmarks

Apr 07, 2017
Ershad Banijamali, Ali Ghodsi

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Radon-Gabor Barcodes for Medical Image Retrieval

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

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Semi-Supervised Representation Learning based on Probabilistic Labeling

Sep 15, 2016
Ershad Banijamali, Ali Ghodsi

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