Amirreza Shaban
Amirreza Shaban
Postdoctoral Researcher, University of Washington
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One-Shot Learning for Semantic Segmentation
A Shaban, S Bansal, Z Liu, I Essa, B Boots
British Machine Vision Conference, 2017
Truncated Back-propagation for Bilevel Optimization
A Shaban, CA Cheng, N Hatch, B Boots
International Conference on Artificial Intelligence and Statistics, 2019
MMTM: Multimodal Transfer Module for CNN Fusion
HRV Joze, A Shaban, ML Iuzzolino, K Koishida
IEEE Conference on Computer Vision and Pattern Recognition, 2020
From local similarity to global coding: An application to image classification
A Shaban, HR Rabiee, M Farajtabar, M Ghazvininejad
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2013
Intra order-preserving functions for calibration of multi-class neural networks
A Rahimi, A Shaban, CA Cheng, R Hartley, B Boots
Advances in Neural Information Processing Systems 33, 13456-13467, 2020
Learning Latent Variable Models by Improving Spectral Solutions with Exterior Point Method.
A Shaban, M Farajtabar, B Xie, L Song, B Boots
UAI, 792-801, 2015
Deep Forward and Inverse Perceptual Models for Tracking and Prediction
A Lambert, A Shaban, A Raj, Z Liu, B Boots
International Conference on Robotics and Automation, 2018
Multiple-instance video segmentation with sequence-specific object proposals
A Shaban, A Firl, A Humayun, J Yuan, X Wang, P Lei, N Dhanda, B Boots, ...
CVPR Workshop 1, 2017
Semantic terrain classification for off-road autonomous driving
A Shaban, X Meng, JH Lee, B Boots, D Fox
Conference on Robot Learning, 619-629, 2022
Pairwise Similarity Knowledge Transfer for Weakly Supervised Object Localization
A Rahimi, A Shaban, T Ajanthan, R Hartley, B Boots
European Conference on Computer Vision, 2020
Manifold coarse graining for online semi-supervised learning
M Farajtabar, A Shaban, HR Rabiee, MH Rohban
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2011
A Robotic 3D Perception System for Operating Room Environment Awareness
Z Li, A Shaban, JG Simard, D Rabindran, S DiMaio, O Mohareri
International Conference on Information Processing in Computer-Assisted …, 2020
Learning to Find Common Objects Across Few Image Collections
A Shaban, A Rahimi, S Bansal, S Gould, B Boots, R Hartley
Proceedings of the IEEE International Conference on Computer Vision, 5117-5126, 2019
Cascading randomized weighted majority: a new online ensemble learning algorithm
M Zamani, H Beigy, A Shaban
Intelligent Data Analysis 20 (4), 877-889, 2016
Efficient iterative semi-supervised classification on manifold
M Farajtabar, HR Rabiee, A Shaban, A Soltani-Farani
2011 IEEE 11th International Conference on Data Mining Workshops, 228-235, 2011
Learning clinical outcomes from heterogeneous genomic data sources
S Yousefi, A Shaban, M Amgad, R Chandradevan, LAD Cooper
arXiv preprint arXiv:1904.01637, 2019
Few-shot Weakly-Supervised Object Detection via Directional Statistics
A Shaban, A Rahimi, T Ajanthan, B Boots, R Hartley
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022
Scene perception systems and methods
O Mohareri, SP DiMaio, Z Li, A Shaban, JG Simard
US Patent App. 17/776,073, 2022
Low-shot learning for object recognition, detection, and segmentation
A Shaban
Georgia Institute of Technology, 2020
Online Object Representation Learning and Its Application to Object Tracking.
A Shaban, HR Rabiee, M Farajtabar, M Fadaee
AAAI Spring Symposium: Lifelong Machine Learning, 2013
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