200 University Ave West
Waterloo, ON, Canada N2L 3G1
11/2024 - Current
02/2022 - 11/2024
09/2018 - 02/2022
About: Introducing, studying, and benchmarking the BIOSCAN-1M Insect dataset.
Keywords: Biotechnology, Data management, Big data analytics, Classification, Transfer Learning.
About: Introducing, studying, and benchmarking the BIOSCAN-5M multimodal dataset.
Keywords: Biotechnology, Data management, Big data analytics, Statistical processing, Feature engineering.
About: A Transformer-based model that leverages superpixels for efficient Salient Object Detection (SOD).
Keywords: Computer vision, Salient object detection, Efficient model, Fine-tuning.
About: An approach to self-supervised learning of object pose estimation by keypoints prediction.
Keywords: Computer vision, 3D shape reconstruction, Pose estimation, 3D rotation.
About: An approach to video relationship detection using mixture of experts.
Keywords: Computer Vision, Video relationship detection, Mixture of experts.
About: An approach to graph representation learning.
Keywords: Graph convolutional neural networks, Representation learning, Geospatial data analysis.
About: Two approaches to generative and implicit causal representation learning.
Keywords: Causal inference, Generative models, Interventions, Variational autoencoders.
About: An approach to Bayesian Reinforcement Learning of vision-based vehicular control.
Keywords: Autonomous systems, Reinforcement learning, Simulated environment.
03/2014 - 05/2018
09/2009 - 02/2012
09/2005 - 09/2009
06/2024
10/2023
11/2018
Advances in Neural Information Processing Systems (NeurIPS), 2024.
View PublicationAdvances in Neural Information Processing Systems (NeurIPS), 2023.
View PublicationInternational Conference on Machine Learning (ICML), 2023.
View PublicationIEEE Access, 2023.
View PublicationarXiv preprint arXiv:2302.07360, 2023.
View PublicationPattern Recognition, 2021.
View Publication25th International Conference on Pattern Recognition (ICPR), 2021.
View PublicationCognitive Systems Research, 2020.
View PublicationApplied Soft Computing, 2017.
View Publication