News
- We release a tensor learning library for PyTorch users (TensorLy-Torch). Check out the website to learn how this can help with your deep learning models. [website] [github]
Research
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Long Short-Term Memory (LSTM), Muiti-Dimensional LSTM
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High-Dimensional Sequence Learning, Spatio-Temporal Learning
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Predictive Learning, Lifelong Learning
Selected Projects
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J Su, W Byeon, F Huang, “Scaling-up Diverse Orthogonal Convolutional Networks with a Paraunitary Framework”, arXiv, 2021
- J Su*, W Byeon*, F Huang, J Kautz, A Anandkumar, “Convolutional Tensor-Train LSTM for Spatio-temporal Learning”, NeurIPS, 2020 (*) equal contributions
- [Project page]
- ECCV 2020 Tutorial on Accelerating Computer Vision with Mixed Precision. [program] [slides] [video]
- W Byeon, Q Wang, R K Srivastava, P Koumoutsakos, “ContextVP: Fully Context-Aware Video Prediction”, ECCV, 2018