World's Best Scientists 2026 revealed!
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Computer Science
Canada
2025

D-Index & Metrics

Computer Science

D-Index
63
Citations
18327
World Ranking
2730
National Ranking
102

Research.com Recognitions

  • 2025 - Research.com Computer Science in Canada Leader Award
  • 2023 - Research.com Computer Science in Canada Leader Award
  • 2022 - Research.com Computer Science in Canada Leader Award

Overview

Greg Mori is affiliated with Simon Fraser University in Canada, with a primary research focus in Computer Science. Their work spans several interconnected subfields, notably Computer Vision and Pattern Recognition, Artificial Intelligence, and Signal Processing, among others.

The scientist's main research topics include:

  • Generative Adversarial Networks and Image Synthesis
  • Anomaly Detection Techniques and Applications
  • Multimodal Machine Learning Applications
  • Human Pose and Action Recognition
  • Domain Adaptation and Few-Shot Learning
  • Time Series Analysis and Forecasting
  • 3D Shape Modeling and Analysis

Among notable recent publications, the following papers stand out:

  • Activity Graph Transformer for Temporal Action Localization (2021, arXiv (Cornell University))
  • House-GAN: Relational Generative Adversarial Networks for Graph-constrained House Layout Generation (2020, arXiv (Cornell University))
  • Modeling Continuous Stochastic Processes with Dynamic Normalizing Flows (2020, arXiv (Cornell University))
  • D3D-HOI: Dynamic 3D Human-Object Interactions from Videos (2021, arXiv (Cornell University))
  • RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression (2022, arXiv (Cornell University))

Research collaboration is an important aspect of their work, with frequent coauthors including:

  • Megha Nawhal
  • Frederick Tung
  • Ruizhi Deng
  • Hossein Hajimirsadeghi
  • Mengyao Zhai

Publication venues where they have frequently contributed include:

  • arXiv (Cornell University)
  • International Journal of Computer Vision

Greg Mori's body of work demonstrates extensive engagement with generative models, temporal and spatial modeling, and the application of deep learning methods to various complex data types, including video and graph structures.

Best Publications

  • Recognizing objects in adversarial clutter: breaking a visual CAPTCHA

    G. Mori;J. Malik

  • Similarity-Preserving Knowledge Distillation

    Fred Tung;Greg Mori

  • Recovering human body configurations: combining segmentation and recognition

    G. Mori;Xiaofeng Ren;A.A. Efros;J. Malik

  • Detecting Pedestrians by Learning Shapelet Features

    P. Sabzmeydani;G. Mori

  • End-to-End Learning of Action Detection from Frame Glimpses in Videos

    Serena Yeung;Olga Russakovsky;Greg Mori;Li Fei-Fei

  • Action recognition by learning mid-level motion features

    A. Fathi;G. Mori

  • Efficient shape matching using shape contexts

    G. Mori;S. Belongie;J. Malik

  • A Hierarchical Deep Temporal Model for Group Activity Recognition

    Mostafa S. Ibrahim;Srikanth Muralidharan;Zhiwei Deng;Arash Vahdat

  • Estimating Human Body Configurations Using Shape Context Matching

    Greg Mori;Jitendra Malik

  • Recognizing Action at a Distance

    Alexei A. Efros;Alexander C. Berg;Greg Mori;Jitendra Malik

  • Every Moment Counts: Dense Detailed Labeling of Actions in Complex Videos

    Serena Yeung;Olga Russakovsky;Olga Russakovsky;Ning Jin;Mykhaylo Andriluka;Mykhaylo Andriluka

  • Matching with Shape Contexts.

    Serge J. Belongie;Greg Mori;Jitendra Malik

  • Human Action Recognition by Semilatent Topic Models

    Yang Wang;G. Mori

  • Guiding model search using segmentation

    G. Mori

  • Recovering 3D human body configurations using shape contexts

    G. Mori;J. Malik

  • Discriminative Latent Models for Recognizing Contextual Group Activities

    Tian Lan;Yang Wang;Weilong Yang;S. N. Robinovitch

  • A discriminative latent model of object classes and attributes

    Yang Wang;Greg Mori

  • Recognizing human actions from still images with latent poses

    Weilong Yang;Yang Wang;Greg Mori

  • Discriminative figure-centric models for joint action localization and recognition

    Tian Lan;Yang Wang;Greg Mori

  • Social roles in hierarchical models for human activity recognition

    Tian Lan;Leonid Sigal;Greg Mori

  • Hierarchical Deep Temporal Models for Group Activity Recognition.

    Mostafa S. Ibrahim;Srikanth Muralidharan;Zhiwei Deng;Arash Vahdat

Frequent Co-Authors

Tian Lan
Tian Lan George Washington University
Leonid Sigal
Leonid Sigal University of British Columbia
Li Fei-Fei
Li Fei-Fei Stanford University
Tarek Sayed
Tarek Sayed University of British Columbia
Jitendra Malik
Jitendra Malik University of California, Berkeley
Mykhaylo Andriluka
Mykhaylo Andriluka Google (United States)
Christian Wolf
Christian Wolf Institut National des Sciences Appliquées de Lyon
Jason J. Corso
Jason J. Corso University of Michigan–Ann Arbor
Nicolas Saunier
Nicolas Saunier Polytechnique Montréal
Daphne Koller
Daphne Koller insitro Inc.

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