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continuous input 1discrete output 1financial time series 1fx forecasting 1return prediction 1transformer models 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

VAIOM: Continuous-Input, Discrete-Output Decoder-Only Financial Sequence Modeling

Yiming Ma, Xinyu Chen

The paper presents VAIOM, a decoder‑only Transformer that ingests continuous multivariate financial event vectors and predicts discrete, volatility‑normalized return buckets for on…