Search Results for author: Vincent Tang

Found 2 papers, 2 papers with code

A Multimodal Vision Foundation Model for Clinical Dermatology

1 code implementation • 19 Oct 2024 • Siyuan Yan, Zhen Yu, Clare Primiero, Cristina Vico-Alonso, Zhonghua Wang, Litao Yang, Philipp Tschandl, Ming Hu, Lie Ju, Gin Tan, Vincent Tang, Aik Beng Ng, David Powell, Paul Bonnington, Simon See, Elisabetta Magnaterra, Peter Ferguson, Jennifer Nguyen, Pascale Guitera, Jose Banuls, Monika Janda, Victoria Mar, Harald Kittler, H. Peter Soyer, ZongYuan Ge

Diagnosing and treating skin diseases require advanced visual skills across domains and the ability to synthesize information from multiple imaging modalities.

Diagnostic Lesion Segmentation +4

Paper
Code

FNetAR: Mixing Tokens with Autoregressive Fourier Transforms

1 code implementation • 22 Jul 2021 • Tim Lou, Michael Park, Mohammad Ramezanali, Vincent Tang

In this note we examine the autoregressive generalization of the FNet algorithm, in which self-attention layers from the standard Transformer architecture are substituted with a trivial sparse-uniformsampling procedure based on Fourier transforms.

Ranked #61 on Language Modelling on WikiText-103

Language Modelling Time Series +1

Paper
Code

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