Search Results for author: Alessandro Moro

Found 2 papers, 1 papers with code

State-Free Inference of State-Space Models: The Transfer Function Approach

1 code implementation10 May 2024 Rom N. Parnichkun, Stefano Massaroli, Alessandro Moro, Jimmy T. H. Smith, Ramin Hasani, Mathias Lechner, Qi An, Christopher Ré, Hajime Asama, Stefano Ermon, Taiji Suzuki, Atsushi Yamashita, Michael Poli

We approach designing a state-space model for deep learning applications through its dual representation, the transfer function, and uncover a highly efficient sequence parallel inference algorithm that is state-free: unlike other proposed algorithms, state-free inference does not incur any significant memory or computational cost with an increase in state size.

Language Modelling

Expandable YOLO: 3D Object Detection from RGB-D Images

no code implementations26 Jun 2020 Masahiro Takahashi, Alessandro Moro, Yonghoon Ji, Kazunori Umeda

This paper aims at constructing a light-weight object detector that inputs a depth and a color image from a stereo camera.

3D Object Detection Object +1

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