Selected Publications

• BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity

  Authors: Zahra Gharaee, Scott C Lowe, ZeMing Gong, Pablo Millan Arias, Nicholas Pellegrino, Austin T Wang, Joakim Bruslund Haurum, Iuliia Zarubiieva, Lila Kari, Dirk Steinke, Graham W Taylor, Paul Fieguth, Angel X Chang

  Advances in Neural Information Processing Systems (NeurIPS), 2024.

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• A Step Towards Worldwide Biodiversity Assessment: The Bioscan-1M Insect Dataset

  Authors: Zahra Gharaee, ZeMing Gong, Nicholas Pellegrino, Iuliia Zarubiieva, Joakim Bruslund Haurum, Scott Lowe, Jaclyn McKeown, Chris Ho, Joschka McLeod, Yi-Yun Wei, Jireh Agda, Sujeevan Ratnasingham, Dirk Steinke, Angel Chang, Graham W Taylor, Paul Fieguth

  Advances in Neural Information Processing Systems (NeurIPS), 2023.

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• Generative Causal Representation Learning for Out-of-Distribution Motion Forecasting

  Authors: Shayan Shirahmad Gale Bagi, Zahra Gharaee, Oliver Schulte, Mark Crowley

  International Conference on Machine Learning (ICML), 2023.

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• Video Relationship Detection Using Mixture of Experts

  Authors: Ala Shaabana, Zahra Gharaee, Paul Fieguth

  IEEE Access, 2023.

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• Self-supervised Learning of Object Pose Estimation Using Keypoint Prediction

  Authors: Zahra Gharaee, Felix Järemo Lawin, Per-Erik Forssén

  arXiv preprint arXiv:2302.07360, 2023.

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• Graph Representation Learning for Road Type Classification

  Authors: Zahra Gharaee, Shreyas Kowshik, Oliver Stromann, Michael Felsberg

  Pattern Recognition, 2021.

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• A Bayesian Approach to Reinforcement Learning of Vision-Based Vehicular Control

  Authors: Zahra Gharaee, Karl Holmquist, Linbo He, Michael Felsberg

  25th International Conference on Pattern Recognition (ICPR), 2021.

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• Hierarchical Growing Grid Networks for Skeleton Based Action Recognition

  Authors: Zahra Gharaee

  Cognitive Systems Research, 2020.

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• First and Second Order Dynamics in a Hierarchical SOM System for Action Recognition

  Authors: Zahra Gharaee, Peter Gärdenfors, Magnus Johnsson

  Applied Soft Computing, 2017.

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