Seyed Ershad Banijamali

According to our database, Seyed Ershad Banijamali authored at least 20 papers between 2013 and 2023.

Collaborative distances:

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

2023

Pyramid Dynamic Inference: Encouraging Faster Inference Via Early Exit Boosting.

Ershad Banijamali, Pegah Kharazmi, Sepehr Eghbali, Jixuan Wang, Clement Chung, Samridhi Choudhary

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Neural Relational Inference with Node-Specific Information.

Ershad Banijamali

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Prediction and Planning in Dynamical Systems with Underlying Markov Decision Processes.

Seyedershad Banijamali

PhD thesis, 2021

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

Ershad Banijamali, Mohsen Rohani, Elmira Amirloo Abolfathi, Jun Luo, Pascal Poupart

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

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

Elmira Amirloo Abolfathi, Mohsen Rohani, Ershad Banijamali, Jun Luo, Pascal Poupart

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving.

Ming Zhou, Jun Luo, Julian Villela, Yaodong Yang, David Rusu, Jiayu Miao, Weinan Zhang, Montgomery Alban, Iman Fadakar, Zheng Chen, Aurora Chongxi Huang, Ying Wen, Kimia Hassanzadeh, Daniel Graves, Dong Chen, Zhengbang Zhu, Nhat M. Nguyen, Mohamed Elsayed, Kun Shao, Sanjeevan Ahilan, Baokuan Zhang, Jiannan Wu, Zhengang Fu, Kasra Rezaee, Peyman Yadmellat, Mohsen Rohani, Nicolas Perez Nieves, Yihan Ni, Seyedershad Banijamali, Alexander I. Cowen-Rivers, Zheng Tian, Daniel Palenicek, Haitham Bou-Ammar, Hongbo Zhang, Wulong Liu, Jianye Hao, Jun Wang

CoRR, 2020

2019

Optimizing over a Restricted Policy Class in MDPs.

Ershad Banijamali, Yasin Abbasi-Yadkori, Mohammad Ghavamzadeh, Nikos Vlassis

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Deep Variational Sufficient Dimensionality Reduction.

Ershad Banijamali, Amir-Hossein Karimi, Ali Ghodsi

CoRR, 2018

Optimizing over a Restricted Policy Class in Markov Decision Processes.

Ershad Banijamali, Yasin Abbasi-Yadkori, Mohammad Ghavamzadeh, Nikos Vlassis

CoRR, 2018

Robust Locally-Linear Controllable Embedding.

Ershad Banijamali, Rui Shu, Mohammad Ghavamzadeh, Hung Bui, Ali Ghodsi

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

Disentangling Dynamics and Content for Control and Planning.

Ershad Banijamali, Ahmad Khajenezhad, Ali Ghodsi, Mohammad Ghavamzadeh

CoRR, 2017

JADE: Joint Autoencoders for Dis-Entanglement.

Ershad Banijamali, Amir-Hossein Karimi, Alexander Wong, Ali Ghodsi

CoRR, 2017

Generative mixture of networks.

Ershad Banijamali, Ali Ghodsi, Pascal Poupart

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Fast Spectral Clustering Using Autoencoders and Landmarks.

Ershad Banijamali, Ali Ghodsi

Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017

2016

Semi-Supervised Representation Learning based on Probabilistic Labeling.

Ershad Banijamali, Ali Ghodsi

CoRR, 2016

Gaussian Two-Way Channels With Discrete Inputs and Quantized Outputs.

Ershad Banijamali

CoRR, 2016

Online Algorithms for Sum-Product Networks with Continuous Variables.

Priyank Jaini, Abdullah Rashwan, Han Zhao, Yue Liu, Ershad Banijamali, Zhitang Chen, Pascal Poupart

Proceedings of the Probabilistic Graphical Models - Eighth International Conference, 2016

Radon-Gabor barcodes for medical image retrieval.

Mina Nouredanesh, Hamid R. Tizhoosh, Ershad Banijamali, James Tung

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Gabor barcodes for medical image retrieval.

Mina Nouredanesh, Hamid R. Tizhoosh, Ershad Banijamali

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2013

On The effect of self-interference in Gaussian two-way channels with erased outputs.

Seyed Ershad Banijamali, Kamyar Moshksar, Amir K. Khandani

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013