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Ershad Banijamali
Ershad Banijamali
Applied Scientist, Amazon
Verified email at amazon.com - Homepage
Title
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Cited by
Year
Smarts: An open-source scalable multi-agent rl training school for autonomous driving
M Zhou, J Luo, J Villella, Y Yang, D Rusu, J Miao, W Zhang, M Alban, ...
Conference on robot learning, 264-285, 2021
1862021
Robust locally-linear controllable embedding
E Banijamali, R Shu, M Ghavamzadeh, H Bui, A Ghodsi
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2017
1032017
Online algorithms for sum-product networks with continuous variables
P Jaini, A Rashwan, H Zhao, Y Liu, E Banijamali, Z Chen, P Poupart
Conference on probabilistic graphical models, 228-239, 2016
302016
Fast Spectral Clustering Using Autoencoders and Landmarks
E Banijamali, A Ghodsi
International Conference on Image Analysis and Recognition (ICIAR) 2017, 2017
222017
JADE: Joint Autoencoders for Dis-Entanglement
E Banijamali, AH Karimi, A Wong, A Ghodsi
NIPS 2017 workshop on Learning Disentangled Representations, 2017
162017
Generative Mixture of Networks
E Banijamali, A Ghodsi, P Poupart
International Joint Conference on Neural Networks (IJCNN) 2017, 2017
142017
Optimizing over a restricted policy class in Markov decision processes
E Banijamali, Y Abbasi-Yadkori, M Ghavamzadeh, N Vlassis
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2018
12*2018
Gabor Barcodes for Medical Image Retrieval
M Nouredanesh, HR Tizhoosh, E Banijamali
International Conference on Image Processing (ICIP) 2016, 2016
122016
Deep Variational Sufficient Dimensionality Reduction
E Banijamali, AH Karimi, A Ghodsi
Third workshop on Bayesian Deep Learning (NeurIPS 2018), 2018
102018
Radon-Gabor Barcodes for Medical Image Retrieval
M Nouredanesh, HR Tizhoosh, E Banijamali, J Tung
International Conference on Pattern Recognition (ICPR) 2016, 2016
92016
Neural Relational Inference with Node-Specific Information
E Banijamali
International Conference on Learning Representations, ICLR, 2022
62022
Self-supervised simultaneous multi-step prediction of road dynamics and cost map
E Amirloo, M Rohani, E Banijamali, J Luo, P Poupart
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
42021
Prediction by Anticipation: An Action-Conditional Prediction Method based on Interaction Learning
E Banijamali, M Rohani, E Amirloo, J Luo, P Poupart
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021
42021
Semi-supervised representation learning based on probabilistic labeling
E Banijamali, A Ghodsi
NeurIPS 2019 workshop on Machine Learning with Guarantees, 2016
42016
System and method for managing flexible control of vehicles by diverse agents in autonomous driving simulation
J Luo, J Villella, M Rohani, R David, M Alban, SE Banijamali
US Patent 11,458,983, 2022
32022
On The effect of self-interference in Gaussian two-way channels with erased outputs
E Banijamali, K Moshksar, AK Khandani
International Symposium on Information Theory (ISIT) 2013, 2800-2804, 2013
32013
Pyramid dynamic inference: Encouraging faster inference via early exit boosting
E Banijamali, P Kharazmi, S Eghbali, J Wang, C Chung, S Choudhary
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
22023
Methods and systems for observation prediction in autonomous vehicles
E Banijamali, M Rohani
US Patent App. 17/022,771, 2021
22021
Disentangling Dynamics and Content for Control and Planning
E Banijamali, A Khajenezhad, A Ghodsi, M Ghavamzadeh
NIPS 2017 workshop on Learning Disentangled Representations, 2017
22017
AdaZeta: Adaptive Zeroth-Order Tensor-Train Adaption for Memory-Efficient Large Language Models Fine-Tuning
Y Yang, K Zhen, E Banijamal, A Mouchtaris, Z Zhang
arXiv preprint arXiv:2406.18060, 2024
2024
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