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Guoxuan Xia

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DiscDiff: Latent Diffusion Model for DNA Sequence Generation

Feb 08, 2024
Zehui Li, Yuhao Ni, William A V Beardall, Guoxuan Xia, Akashaditya Das, Guy-Bart Stan, Yiren Zhao

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Score Normalization for a Faster Diffusion Exponential Integrator Sampler

Nov 10, 2023
Guoxuan Xia, Duolikun Danier, Ayan Das, Stathi Fotiadis, Farhang Nabiei, Ushnish Sengupta, Alberto Bernacchia

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Latent Diffusion Model for DNA Sequence Generation

Oct 09, 2023
Zehui Li, Yuhao Ni, Tim August B. Huygelen, Akashaditya Das, Guoxuan Xia, Guy-Bart Stan, Yiren Zhao

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Logit-Based Ensemble Distribution Distillation for Robust Autoregressive Sequence Uncertainties

May 17, 2023
Yassir Fathullah, Guoxuan Xia, Mark Gales

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Window-Based Early-Exit Cascades for Uncertainty Estimation: When Deep Ensembles are More Efficient than Single Models

Mar 14, 2023
Guoxuan Xia, Christos-Savvas Bouganis

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On the Usefulness of Deep Ensemble Diversity for Out-of-Distribution Detection

Jul 15, 2022
Guoxuan Xia, Christos-Savvas Bouganis

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Augmenting Softmax Information for Selective Classification with Out-of-Distribution Data

Jul 15, 2022
Guoxuan Xia, Christos-Savvas Bouganis

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An Underexplored Dilemma between Confidence and Calibration in Quantized Neural Networks

Dec 02, 2021
Guoxuan Xia, Sangwon Ha, Tiago Azevedo, Partha Maji

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