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Daniel Severo

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The Unreasonable Effectiveness of Linear Prediction as a Perceptual Metric

Oct 06, 2023
Daniel Severo, Lucas Theis, Johannes Ballé

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Random Edge Coding: One-Shot Bits-Back Coding of Large Labeled Graphs

May 16, 2023
Daniel Severo, James Townsend, Ashish Khisti, Alireza Makhzani

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Action Matching: A Variational Method for Learning Stochastic Dynamics from Samples

Oct 13, 2022
Kirill Neklyudov, Daniel Severo, Alireza Makhzani

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Compressing Multisets with Large Alphabets

Jul 15, 2021
Daniel Severo, James Townsend, Ashish Khisti, Alireza Makhzani, Karen Ullrich

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Regularized Classification-Aware Quantization

Jul 12, 2021
Daniel Severo, Elad Domanovitz, Ashish Khisti

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Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding

Feb 22, 2021
Yangjun Ruan, Karen Ullrich, Daniel Severo, James Townsend, Ashish Khisti, Arnaud Doucet, Alireza Makhzani, Chris J. Maddison

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Predicting Multiple ICD-10 Codes from Brazilian-Portuguese Clinical Notes

Jul 29, 2020
Arthur D. Reys, Danilo Silva, Daniel Severo, Saulo Pedro, Marcia M. de Souza e Sá, Guilherme A. C. Salgado

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Ward2ICU: A Vital Signs Dataset of Inpatients from the General Ward

Oct 02, 2019
Daniel Severo, Flávio Amaro, Estevam R. Hruschka Jr, André Soares de Moura Costa

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