Machine Learning Researcher with expertise in Generative Models, Time Series Forecasting, and Large Language Models.
Exploring advanced generative models, including diffusion models, for diverse data synthesis and content creation.
Developing robust and accurate models for predicting future data points in various time-dependent sequences.
Researching the capabilities and applications of large language models for natural language understanding and generation.
Apr 2024 Joined RBC Borealis as a Machine Learning Researcher. (new)
March 2024 Paper "Visual Layout Composer: Image-Vector Dual Diffusion Model for Design Layout Generation" accepted at CVPR 2024. (new)
January 2024 Gave a talk about my research on diffusion models for layout generation at Samsung AI Center in Toronto.
September 2023 Paper "PuzzleFusion: Unleashing the Power of Diffusion Models for Spatial Puzzle Solving" accepted as Spotlight at NeurIPS 2023.
March 2023 Paper "HouseDiffusion: Vector Floorplan Generation via a Diffusion Model with Discrete and Continuous Denoising" accepted at CVPR 2023.
January 2023 Paper "Scaleformer: Iterative Multi-scale Refining Transformers for Time Series Forecasting" accepted at ICLR 2023.
Contributing to research and development of machine learning models for real-world applications in finance.
Worked on a new method for automatically generating layout designs. Published at CVPR 2024.
View PublicationWorked on Iterative Multi-scale Refining Transformers for Time Series Forecasting. Published at ICLR 2023.
View PublicationWorked on finding online methods for object detection, considering the trade-off between speed and accuracy.
Amin Shabani, Zhaowen Wang, Difan Liu, Nanxuan Zhao, Jimei Yang, Yasutaka Furukawa
Sepidehsadat Hosseini, Amin Shabani, Saghar Irandoust, and Yasutaka Furukawa
Amin Shabani, Sepidehsadat Hosseini, and Yasutaka Furukawa
Weilian Song, Mahsa Maleki Abyaneh, Amin Shabani, and Yasutaka Furukawa
Amin Shabani, Weilian Song, Makoto Odamaki, Hirochika Fujiki, and Yasutaka Furukawa
M Abdolmaleki, SG Ilchi, ES Mahmoodian, MA Shabani
M Abdolmaleki, J. P. Hutchinson, S. Gh. Ilchi, E. S. Mahmoodian, N Matsumoto, M. A. Shabani
Location
Vancouver, Canada