Amirreza Shaban | DeepAI

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∙ 03/28/2023

TerrainNet: Visual Modeling of Complex Terrain for High-speed, Off-road Navigation

Effective use of camera-based vision systems is essential for robust per...

0 Xiangyun Meng, et al. ∙

∙ 03/25/2021

Few-shot Weakly-Supervised Object Detection via Directional Statistics

Detecting novel objects from few examples has become an emerging topic i...

4 Amirreza Shaban, et al. ∙

∙ 03/20/2020

A Robotic 3D Perception System for Operating Room Environment Awareness

Purpose: We describe a 3D multi-view perception system for the da Vinci ...

0 Zhaoshuo Li, et al. ∙

∙ 03/18/2020

In Defense of Graph Inference Algorithms for Weakly Supervised Object Localization

Weakly Supervised Object Localization (WSOL) methods have become increas...

8 Amir Rahimi, et al. ∙

∙ 03/15/2020

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

Predicting calibrated confidence scores for multi-class deep networks is...

5 Amir Rahimi, et al. ∙

∙ 11/20/2019

MMTM: Multimodal Transfer Module for CNN Fusion

In late fusion, each modality is processed in a separate unimodal Convol...

0 Hamid Reza Vaezi Joze, et al. ∙

∙ 04/29/2019

Learning to Find Common Objects Across Image Collections

We address the problem of finding a set of images containing a common, b...

28 Amirreza Shaban, et al. ∙

∙ 10/25/2018

Truncated Back-propagation for Bilevel Optimization

Bilevel optimization has been recently revisited for designing and analy...

0 Amirreza Shaban, et al. ∙

∙ 10/31/2017

Deep Forward and Inverse Perceptual Models for Tracking and Prediction

We consider the problems of learning forward models that map state to hi...

0 Alexander Lambert, et al. ∙

∙ 09/11/2017

One-Shot Learning for Semantic Segmentation

Low-shot learning methods for image classification support learning from...

0 Amirreza Shaban, et al. ∙

∙ 03/03/2014

Cascading Randomized Weighted Majority: A New Online Ensemble Learning Algorithm

With the increasing volume of data in the world, the best approach for l...

0 Mohammadzaman Zamani, et al. ∙

∙ 11/24/2013

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

Data coding as a building block of several image processing algorithms h...

0 Amirreza Shaban, et al. ∙

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