Daniel Severo

Computer Science · Physical Sciences

2h-index13citations24works0.02yr avg
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Research Topics

Advanced Data Compression Techniques(6), Algorithms and Data Compression(4), Gaussian Processes and Bayesian Inference(4), Advanced Image and Video Retrieval Techniques(3), Wireless Communication Security Techniques(3)

Publications24 total

Learning Distributions over Permutations and Rankings with Factorized Representations
arXiv (Cornell University)·2025Open Access
Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking
arXiv (Cornell University)·2025Open Access
Enhancing and Evaluating Probabilistic Circuits for High-Resolution Lossless Image Compression
2025
Lossless Compression of Vector IDs for Approximate Nearest Neighbor Search
arXiv (Cornell University)·2025Open Access
Flow Matching with General Discrete Paths: A Kinetic-Optimal Perspective
arXiv (Cornell University)·2024Open Access
Random Cycle Coding: Lossless Compression of Cluster Assignments via Bits-Back Coding
arXiv (Cornell University)·2024Open Access
Random Permutation Codes: Lossless Source Coding of Non-Sequential Data
arXiv (Cornell University)·2024Open Access
Entropy Coding of Unordered Data Structures
arXiv (Cornell University)·2024Open Access
Practical Shuffle Coding
2024
Random Cycle Coding: Lossless Compression of Cluster Assignments via Bits-Back Coding
2024
The Unreasonable Effectiveness of Linear Prediction as a Perceptual Metric
arXiv (Cornell University)·2023Open Access
Random Edge Coding: One-Shot Bits-Back Coding of Large Labeled Graphs
arXiv (Cornell University)·2023Open Access
Compressing Multisets With Large Alphabets
IEEE Journal on Selected Areas in Information Theory·2022· 3 cited
Action Matching: Learning Stochastic Dynamics from Samples
arXiv (Cornell University)·2022· 1 citedOpen Access
Data-Driven Optimization for Zero-Delay Lossy Source Coding with Side Information
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)·2022· 2 cited
Compressing Multisets with Large Alphabets
2022· 2 cited
Regularized Classification-Aware Quantization
Signals and communication technology·2022
Compressing Multisets with Large Alphabets using Bits-Back Coding
arXiv (Cornell University)·2021Open Access
Regularized Classification-Aware Quantization
arXiv (Cornell University)·2021Open Access
Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding
arXiv (Cornell University)·2021· 1 citedOpen Access
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Frequent Co-authors

Ashish Khisti(10), Alireza Makhzani(8), James T. Townsend(7), Karen Ullrich(6), Brian Karrer(4), Elad Domanovitz(3), Itai Gat(2), N. S. Nolte(2), Matthew J. Muckley(2), Julius Kunze(2), Jan-Willem van de Meent(2), Giuliano Netto Flores Cruz(1), Alcides Carlos de Araújo(1), André Marques dos Santos(1), André Luiz Nunes Martins(1), Carolina Ferreira da Silva(1), Cristiane Schmitz(1), Felipe Brum de Brito Sousa(1), Gabriel Domingos de Arruda(1), Gabriel Mendes Cabral Gondim(1)