Search Results for author: Qi An

Found 3 papers, 2 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

Multi-Stage Contrastive Regression for Action Quality Assessment

1 code implementation5 Jan 2024 Qi An, Mengshi Qi, Huadong Ma

In recent years, there has been growing interest in the video-based action quality assessment (AQA).

Action Quality Assessment Contrastive Learning +1

Enhancement of Healthcare Data Performance Metrics using Neural Network Machine Learning Algorithms

no code implementations16 Jan 2022 Qi An, Patryk Szewczyk, Michael N Johnstone, James Jin Kang

The result showed that the Levenbery-Marquardt algorithm was the best performer with an efficiency of 3. 33 and accuracy of 79. 17%, which is similar to other algorithms accuracy but demonstrates improved efficiency.

BIG-bench Machine Learning Time Series Analysis

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