contact
hamid AT izadinia.page



I received PhD degree in Computer Science from University of Washington. My research interest include Artificial intelligence, Machine Learning, and Reinforcement Learning.








Work Experience

Facebook Research
Facebook Research
Adobe Research
Adobe Research
Robotics Institute (CMU)
Robotics Institute (CMU)
UW CSE
UW CSE
Rivian
Rivian
Osaro AI
Osaro AI
Disney Research
Disney Research
Flickr
Flickr


selected publications (All publications)
  • Nonprehensile Riemannian Motion Predictive Control

    Nonprehensile Riemannian Motion Predictive Control
    Hamid Izadinia, Byron Boots, Steven M. Seitz
    ISER 2020.
    pdf · arXiv · project page

  • Scene Recomposition by Learning-based ICP

    Scene Recomposition by Learning-based ICP
    Hamid Izadinia, Steven M. Seitz
    CVPR 2020.
    pdf · arXiv · project page

  • VISER: Visual Self-Regularization

    VISER: Visual Self-Regularization
    Hamid Izadinia, Pierre Garrigues
    CVPR 2020.
    pdf · video · project page

  • IM2CAD

    IM2CAD
    Hamid Izadinia, Qi Shan, Steven M. Seitz
    CVPR 2017. (spotlight)
    pdf · arXiv · project page

  • Tag Prediction at Flickr: a View from the Darkroom

    Tag Prediction at Flickr: a View from the Darkroom
    Kofi Boakye, Sachin Farfade, Hamid Izadinia, Yannis Kalantidis, Pierre Garrigues
    NeurIPS 2016
    Large Scale Computer Vision systems.
    (Best paper award)
    pdf

  • Segment-Phrase Table for Semantic Segmentation, Visual Entailment and Paraphrasing

    Segment-Phrase Table for Semantic Segmentation, Visual Entailment and Paraphrasing
    H. Izadinia, F. Sadeghi, S.K. Divvala, H. Hajishirzi, Y. Choi, A. Farhadi
    ICCV 2015. (oral)
    pdf

  • Deep Classifiers from Image Tags in the Wild

    Deep Classifiers from Image Tags in the Wild
    H. Izadinia, B. Russell, A. Farhadi, M. Hoffman, A. Hertzmann
    Multimedia COMMONS, ACM Multimedia, 2015.
    pdf  · Deep-Tagging demo

  • Incorporating Scene Context and Object Layout into Appearance Modeling

    Incorporating Scene Context and Object Layout into Appearance Modeling
    H. Izadinia*, F. Sadeghi*, A. Farhadi
    CVPR, 2014.
    pdf

  • Decoding the Text Encoding

    Decoding the Text Encoding
    F. Sadeghi, H. Izadinia
    preprint arXiv:1412.6079, December 2014.
    pdf

  • Recognizing Complex Events using Large Margin Joint Low-level Event Model

    Recognizing Complex Events using Large Margin Joint Low-level Event Model
    H. Izadinia, M. Shah
    ECCV, 2012.
    pdf

  • (MP)2T: Multiple People Multiple Parts Tracker

    (MP)2T: Multiple People Multiple Parts Tracker
    H. Izadinia, I. Saleemi, W. Li, M. Shah
    ECCV, 2012.
    pdf

  • Multimodal Analysis for Identification and Segmentation of Moving-Sounding Objects

    Multimodal Analysis for Identification and Segmentation of Moving-Sounding Objects
    H. Izadinia, I. Saleemi, M. Shah
    IEEE TRANSACTIONS ON MULTIMEDIA, 2013.
    pdf

  • Multi-Pose Multi-Target Tracking for Human Activity Understanding

    Multi-Pose Multi-Target Tracking for Human Activity Understanding
    H. Izadinia, V. Ramakrishna, K. Kitani, D. Huber
    WACV 2013.
    pdf



Teaching Course

Reinforcement Learning (RL), Q-Learning,
Value Iteration, Markov Decision Process (MDP),
CSP, Search, HMM, Bayesian Net, Perceptron.