Amirreza Shaban

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Georgia Institute of Technology ∙ Australian National University

Computer Science PhD Candidate

A Robotic 3D Perception System for Operating Room Environment Awareness

Purpose: We describe a 3D multi-view perception system for the da Vinci ...
03/20/2020 ∙ by Zhaoshuo Li, et al. ∙ 0 ∙ share

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In Defense of Graph Inference Algorithms for Weakly Supervised Object Localization

Weakly Supervised Object Localization (WSOL) methods have become increas...
03/18/2020 ∙ by Amir Rahimi, et al. ∙ 8 ∙ share

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Intra Order-preserving Functions for Calibration of Multi-Class Neural Networks

Predicting calibrated confidence scores for multi-class deep networks is...
03/15/2020 ∙ by Amir Rahimi, et al. ∙ 5 ∙ share

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MMTM: Multimodal Transfer Module for CNN Fusion

In late fusion, each modality is processed in a separate unimodal Convol...
11/20/2019 ∙ by Hamid Reza Vaezi Joze, et al. ∙ 0 ∙ share

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Learning to Find Common Objects Across Image Collections

We address the problem of finding a set of images containing a common, b...
04/29/2019 ∙ by Amirreza Shaban, et al. ∙ 28 ∙ share

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Truncated Back-propagation for Bilevel Optimization

Bilevel optimization has been recently revisited for designing and analy...
10/25/2018 ∙ by Amirreza Shaban, et al. ∙ 0 ∙ share

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Deep Forward and Inverse Perceptual Models for Tracking and Prediction

We consider the problems of learning forward models that map state to hi...
10/31/2017 ∙ by Alexander Lambert, et al. ∙ 0 ∙ share

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One-Shot Learning for Semantic Segmentation

Low-shot learning methods for image classification support learning from...
09/11/2017 ∙ by Amirreza Shaban, et al. ∙ 0 ∙ share

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Cascading Randomized Weighted Majority: A New Online Ensemble Learning Algorithm

With the increasing volume of data in the world, the best approach for l...
03/03/2014 ∙ by Mohammadzaman Zamani, et al. ∙ 0 ∙ share

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Local Similarities, Global Coding: An Algorithm for Feature Coding and its Applications

Data coding as a building block of several image processing algorithms h...
11/24/2013 ∙ by Amirreza Shaban, et al. ∙ 0 ∙ share

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Amirreza Shaban

Featured Co-authors

Byron Boots

Stephen Gould

Richard Hartley

Irfan Essa

Hamid R. Rabiee

Ching-An Cheng

Thalaiyasingam Ajanthan

Mahyar Najibi

Zhen Liu

Hamid Reza Vaezi Joze

Amir Rahimi

A Robotic 3D Perception System for Operating Room Environment Awareness

In Defense of Graph Inference Algorithms for Weakly Supervised Object Localization

Intra Order-preserving Functions for Calibration of Multi-Class Neural Networks

MMTM: Multimodal Transfer Module for CNN Fusion

Learning to Find Common Objects Across Image Collections

Truncated Back-propagation for Bilevel Optimization

Deep Forward and Inverse Perceptual Models for Tracking and Prediction

One-Shot Learning for Semantic Segmentation

Cascading Randomized Weighted Majority: A New Online Ensemble Learning Algorithm

Local Similarities, Global Coding: An Algorithm for Feature Coding and its Applications