Efficient Iterative Semi-supervised Classification on Manifold. - Mehrdad Farajtabar; Hamid R. Rabiee; Amirreza Shaban; Ali Soltani-Farani (ICDM Workshops, 2011)

Manifold Coarse Graining for Online Semi-supervised Learning. - Mehrdad Farajtabar; Amirreza Shaban; Hamid Reza Rabiee; Mohammad H. Rohban (ECML/PKDD (1), 2011)

Nonlinear Unsupervised Feature Learning: How Local Similarities Lead to Global Coding. - Amirreza Shaban; Hamid R. Rabiee; Marzieh S. Tahaei; Erfan Salavati (ICDM Workshops, 2012)

Online Object Representation Learning and Its Application to Object Tracking. - Amirreza Shaban; Hamid R. Rabiee; Mehrdad Farajtabar; Mohsen Fadaee (AAAI Spring Symposium: Lifelong Machine Learning, 2013)

From Local Similarity to Global Coding: An Application to Image Classification. - Amirreza Shaban; Hamid R. Rabiee; Mehrdad Farajtabar; Marjan Ghazvininejad (CVPR, 2013)

From Local Similarities to Global Coding: An Algorithm for Feature Coding and its Applications. - Amirreza Shaban; Hamid R. Rabiee; Mahyar Najibi (CoRR, 2013)

Learning Latent Variable Models by Improving Spectral Solutions with Exterior Point Method. - Amirreza Shaban; Mehrdad Farajtabar; Bo Xie 002; Le Song; Byron Boots (UAI, 2015)

From Local Similarities to Global Coding: A Framework for Coding Applications. - Amirreza Shaban; Hamid R. Rabiee; Mahyar Najibi; Safoora Yousefi (IEEE Trans. Image Process., 2015)

Cascading randomized weighted majority: A new online ensemble learning algorithm. - Mohammadzaman Zamani; Hamid Beigy; Amirreza Shaban (Intell. Data Anal., 2016)

One-Shot Learning for Semantic Segmentation. - Amirreza Shaban; Shray Bansal; Zhen Liu 019; Irfan Essa; Byron Boots (BMVC, 2017)

Deep Forward and Inverse Perceptual Models for Tracking and Prediction. - Alexander Lambert; Amirreza Shaban; Amit Raj; Zhen Liu 019; Byron Boots (ICRA, 2018)

Truncated Back-propagation for Bilevel Optimization. - Amirreza Shaban; Ching-An Cheng; Nathan Hatch; Byron Boots (AISTATS, 2019)

Learning to Find Common Objects Across Few Image Collections. - Amirreza Shaban; Amir Rahimi; Shray Bansal; Stephen Gould; Byron Boots; Richard Hartley 001 (ICCV, 2019)

Learning to Find Common Objects Across Image Collections. - Amirreza Shaban; Amir Rahimi; Stephen Gould; Byron Boots; Richard I. Hartley (CoRR, 2019)

MMTM: Multimodal Transfer Module for CNN Fusion. - Hamid Reza Vaezi Joze; Amirreza Shaban; Michael L. Iuzzolino; Kazuhito Koishida (CVPR, 2020)

Pairwise Similarity Knowledge Transfer for Weakly Supervised Object Localization. - Amir Rahimi; Amirreza Shaban; Thalaiyasingam Ajanthan; Richard I. Hartley; Byron Boots (ECCV (24), 2020)

Intra Order-preserving Functions for Calibration of Multi-Class Neural Networks. - Amir Rahimi; Amirreza Shaban; Ching-An Cheng; Richard Hartley 001; Byron Boots (NeurIPS, 2020)

In Defense of Graph Inference Algorithms for Weakly Supervised Object Localization. - Amir Rahimi; Amirreza Shaban; Thalaiyasingam Ajanthan; Richard Hartley 001; Byron Boots (CoRR, 2020)

A Robotic 3D Perception System for Operating Room Environment Awareness. - Zhaoshuo Li; Amirreza Shaban; Jean-Gabriel Simard; Dinesh Rabindran; Simon Peter DiMaio; Omid Mohareri (CoRR, 2020)

Low-Shot Learning for Object Recognition, Detection, and Segmentation. - Amirreza Shaban (2020)

Semantic Terrain Classification for Off-Road Autonomous Driving. - Amirreza Shaban; Xiangyun Meng; Joonho Lee; Byron Boots; Dieter Fox (CoRL, 2021)

Few-shot Weakly-Supervised Object Detection via Directional Statistics. - Amirreza Shaban; Amir Rahimi; Thalaiyasingam Ajanthan; Byron Boots; Richard Hartley 001 (WACV, 2022)

CAFA: Class-Aware Feature Alignment for Test-Time Adaptation. - Sanghun Jung; Jungsoo Lee; Nanhee Kim; Amirreza Shaban; Byron Boots; Jaegul Choo (ICCV, 2023)

LiDAR-UDA: Self-ensembling Through Time for Unsupervised LiDAR Domain Adaptation. - Amirreza Shaban; Joonho Lee; Sanghun Jung; Xiangyun Meng; Byron Boots (ICCV, 2023)

TerrainNet: Visual Modeling of Complex Terrain for High-speed, Off-road Navigation. - Xiangyun Meng; Nathan Hatch; Alexander Lambert; Anqi Li 001; Nolan Wagener; Matthew Schmittle; Joonho Lee; Wentao Yuan; Zoey Qiuyu Chen; Samuel Deng; Greg Okopal; Dieter Fox; et al. (Robotics: Science and Systems, 2023)

VIBES - Vision Backbone Efficient Selection. - Joris Guérin; Shray Bansal; Amirreza Shaban; Paulo Mann; Harshvardhan Gazula (CoRR, 2024)

Enter the Mind Palace: Reasoning and Planning for Long-term Active Embodied Question Answering. - Muhammad Fadhil Ginting; Dong-Ki Kim; Xiangyun Meng; Andrzej Reinke; Bandi Jai Krishna; Navid Kayhani; Oriana Peltzer; David D. Fan; Amirreza Shaban; Sung-Kyun Kim; Mykel J. Kochenderfer; Ali-akbar Agha-mohammadi; et al. (CoRR, 2025)