Daniel Severo

28 papers A* 8B 2Misc 1Journal 16Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking.
CoRR
Heli Ben-Hamu, Itai Gat, Daniel Severo, Niklas Nolte, Brian Karrer
2025 B conf
Enhancing and Evaluating Probabilistic Circuits for High-Resolution Lossless Image Compression.
DCC
Daniel Severo, Jingtong Su, Anji Liu, Jeff Johnson, Brian Karrer, Guy Van den Broeck, Matthew J. Muckley, Karen Ullrich
2025 A* conf
Flow Matching with General Discrete Paths: A Kinetic-Optimal Perspective.
ICLR
Neta Shaul, Itai Gat, Marton Havasi, Daniel Severo, Anuroop Sriram, Peter Holderrieth, Brian Karrer, Yaron Lipman, Ricky T. Q. Chen
2025 J jnl
Learning Distributions over Permutations and Rankings with Factorized Representations.
CoRR
Daniel Severo, Brian Karrer, Niklas Nolte
2025 J jnl
Lossless Compression of Vector IDs for Approximate Nearest Neighbor Search.
CoRR
Daniel Severo, Giuseppe Ottaviano, Matthew J. Muckley, Karen Ullrich, Matthijs Douze
2024 A* conf
Entropy Coding of Unordered Data Structures.
ICLR
Julius Kunze, Daniel Severo, Giulio Zani, Jan-Willem van de Meent, James Townsend
2024 J jnl
Entropy Coding of Unordered Data Structures.
CoRR
Julius Kunze, Daniel Severo, Giulio Zani, Jan-Willem van de Meent, James Townsend
2024 J jnl
Flow Matching with General Discrete Paths: A Kinetic-Optimal Perspective.
CoRR
Neta Shaul, Itai Gat, Marton Havasi, Daniel Severo, Anuroop Sriram, Peter Holderrieth, Brian Karrer, Yaron Lipman, Ricky T. Q. Chen
2024 A* conf
Practical Shuffle Coding.
NeurIPS
Julius Kunze, Daniel Severo, Jan-Willem van de Meent, James Townsend
2024 A* conf
Random Cycle Coding: Lossless Compression of Cluster Assignments via Bits-Back Coding.
NeurIPS
Daniel Severo, Ashish Khisti, Alireza Makhzani
2024 J jnl
Random Cycle Coding: Lossless Compression of Cluster Assignments via Bits-Back Coding.
CoRR
Daniel Severo, Ashish Khisti, Alireza Makhzani
2024 J jnl
Random Permutation Codes: Lossless Source Coding of Non-Sequential Data.
CoRR
Daniel Severo
2024 A* conf
The Unreasonable Effectiveness of Linear Prediction as a Perceptual Metric.
ICLR
Daniel Severo, Lucas Theis, Johannes Ballé
2023 A* conf
Action Matching: Learning Stochastic Dynamics from Samples.
ICML
Kirill Neklyudov, Rob Brekelmans, Daniel Severo, Alireza Makhzani
2023 A* conf
One-Shot Compression of Large Edge-Exchangeable Graphs using Bits-Back Coding.
ICML
Daniel Severo, James Townsend, Ashish J. Khisti, Alireza Makhzani
2023 J jnl
Random Edge Coding: One-Shot Bits-Back Coding of Large Labeled Graphs.
CoRR
Daniel Severo, James Townsend, Ashish Khisti, Alireza Makhzani
2023 J jnl
The Unreasonable Effectiveness of Linear Prediction as a Perceptual Metric.
CoRR
Daniel Severo, Lucas Theis, Johannes Ballé
2022 J jnl
Action Matching: A Variational Method for Learning Stochastic Dynamics from Samples.
CoRR
Kirill Neklyudov, Daniel Severo, Alireza Makhzani
2022 J jnl
Compressing Multisets With Large Alphabets.
IEEE J. Sel. Areas Inf. Theory
Daniel Severo, James Townsend, Ashish Khisti, Alireza Makhzani, Karen Ullrich
2022 B conf
Compressing Multisets with Large Alphabets.
DCC
Daniel Severo, James Townsend, Ashish Khisti, Alireza Makhzani, Karen Ullrich
2022 Misc conf
Data-Driven Optimization for Zero-Delay Lossy Source Coding with Side Information.
ICASSP
Elad Domanovitz, Daniel Severo, Ashish Khisti, Wei Yu
2021 J jnl
Compressing Multisets with Large Alphabets.
CoRR
Daniel Severo, James Townsend, Ashish Khisti, Alireza Makhzani, Karen Ullrich
2021 A* conf
Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding.
ICML
Yangjun Ruan, Karen Ullrich, Daniel Severo, James Townsend, Ashish Khisti, Arnaud Doucet, Alireza Makhzani, Chris J. Maddison
2021 J jnl
Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding.
CoRR
Yangjun Ruan, Karen Ullrich, Daniel Severo, James Townsend, Ashish Khisti, Arnaud Doucet, Alireza Makhzani, Chris J. Maddison
2021 J jnl
Regularized Classification-Aware Quantization.
CoRR
Daniel Severo, Elad Domanovitz, Ashish Khisti
2020 — conf
Predicting Multiple ICD-10 Codes from Brazilian-Portuguese Clinical Notes.
BRACIS
Arthur D. Reys, Danilo Silva, Daniel Severo, Saulo D. S. Pedro, Marcia M. de Souza e Sá, Guilherme A. C. Salgado
2020 J jnl
Predicting Multiple ICD-10 Codes from Brazilian-Portuguese Clinical Notes.
CoRR
Arthur D. Reys, Danilo Silva, Daniel Severo, Saulo D. S. Pedro, Marcia M. de Souza e Sá, Guilherme A. C. Salgado
2019 J jnl
Ward2ICU: A Vital Signs Dataset of Inpatients from the General Ward.
CoRR
Daniel Severo, Flávio Amaro, Estevam R. Hruschka Jr., André Soares de Moura Costa