Francisco Romero

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 25

Top Topics

Multiple Instance

Ultrasound Imaging

Video Analytics

Inverse Problems

Top Venues

Multiscale Model. Simul.

USENIX Annual Technical Conference

Publications

Daniel Mendoza, Francisco Romero, Caroline Trippel
Model Selection for Latency-Critical Inference Serving. EuroSys (2024)
Kristian Bredies, Marcello Carioni, Silvio Fanzon, Francisco Romero
A Generalized Conditional Gradient Method for Dynamic Inverse Problems with Optimal Transport Regularization. Found. Comput. Math. 23 (3) (2023)
Francisco Romero, Caleb Winston, Johann Hauswald, Matei Zaharia, Christos Kozyrakis
Zelda: Video Analytics using Vision-Language Models. CoRR (2023)
Daniel Kang, Francisco Romero, Peter D. Bailis, Christos Kozyrakis, Matei Zaharia
VIVA: An End-to-End System for Interactive Video Analytics. CIDR (2022)
Francisco Romero, Johann Hauswald, Aditi Partap, Daniel Kang, Matei Zaharia, Christos Kozyrakis
Optimizing Video Analytics with Declarative Model Relationships. Proc. VLDB Endow. 16 (3) (2022)
Francisco Romero, Qian Li, Neeraja J. Yadwadkar, Christos Kozyrakis
INFaaS: Automated Model-less Inference Serving. USENIX Annual Technical Conference (2021)
Daniel Mendoza, Francisco Romero, Qian Li, Neeraja J. Yadwadkar, Christos Kozyrakis
Interference-Aware Scheduling for Inference Serving. EuroMLSys@EuroSys (2021)
Francisco Romero, Mark Zhao, Neeraja J. Yadwadkar, Christos Kozyrakis
Llama: A Heterogeneous & Serverless Framework for Auto-Tuning Video Analytics Pipelines. SoCC (2021)
Francisco Romero, Mark Zhao, Neeraja J. Yadwadkar, Christos Kozyrakis
Llama: A Heterogeneous & Serverless Framework for Auto-Tuning Video Analytics Pipelines. CoRR (2021)
Francisco Romero, Gohar Irfan Chaudhry, Iñigo Goiri, Pragna Gopa, Paul Batum, Neeraja J. Yadwadkar, Rodrigo Fonseca, Christos Kozyrakis, Ricardo Bianchini
Faa$T: A Transparent Auto-Scaling Cache for Serverless Applications. CoRR (2021)
Francisco Romero, Gohar Irfan Chaudhry, Iñigo Goiri, Pragna Gopa, Paul Batum, Neeraja J. Yadwadkar, Rodrigo Fonseca, Christos Kozyrakis, Ricardo Bianchini
Faa$T: A Transparent Auto-Scaling Cache for Serverless Applications. SoCC (2021)
Kristian Bredies, Marcello Carioni, Silvio Fanzon, Francisco Romero
A generalized conditional gradient method for dynamic inverse problems with optimal transport regularization. CoRR (2020)
Francisco Romero, Benjamin Braun, David R. Cheriton
The TRaCaR Ratio: Selecting the Right Storage Technology for Active Dataset-Serving Databases. CoRR (2020)
Neeraja J. Yadwadkar, Francisco Romero, Qian Li, Christos Kozyrakis
A Case for Managed and Model-less Inference Serving. HotOS (2019)
Francisco Romero, Qian Li, Neeraja J. Yadwadkar, Christos Kozyrakis
INFaaS: Managed & Model-less Inference Serving. CoRR (2019)
Sadjad Fouladi, Francisco Romero, Dan Iter, Qian Li, Shuvo Chatterjee, Christos Kozyrakis, Matei Zaharia, Keith Winstein
From Laptop to Lambda: Outsourcing Everyday Jobs to Thousands of Transient Functional Containers. USENIX Annual Technical Conference (2019)
Sadjad Fouladi, Francisco Romero, Dan Iter, Qian Li, Alex Ozdemir, Shuvo Chatterjee, Matei Zaharia, Christos Kozyrakis, Keith Winstein
Outsourcing Everyday Jobs to Thousands of Cloud Functions with gg. login Usenix Mag. 44 (3) (2019)
Giovanni S. Alberti, Habib Ammari, Francisco Romero, Timothée Wintz
Dynamic Spike Superresolution and Applications to Ultrafast Ultrasound Imaging. SIAM J. Imaging Sci. 12 (3) (2019)
Francisco Romero, Christina Delimitrou
Mage: online and interference-aware scheduling for multi-scale heterogeneous systems. PACT (2018)
Francisco Romero, Christina Delimitrou
Mage: Online Interference-Aware Scheduling in Multi-Scale Heterogeneous Systems. CoRR (2018)
Giovanni S. Alberti, Habib Ammari, Francisco Romero, Timothée Wintz
Dynamic Spike Super-resolution and Applications to Ultrafast Ultrasound Imaging. CoRR (2018)
Habib Ammari, Francisco Romero, Matias Ruiz
Heat Generation with Plasmonic Nanoparticles. Multiscale Model. Simul. 16 (1) (2018)
Giovanni S. Alberti, Habib Ammari, Francisco Romero, Timothée Wintz
Mathematical Analysis of Ultrafast Ultrasound Imaging. SIAM J. Appl. Math. 77 (1) (2017)
James Gibson, Athanasios Katsamanis, Francisco Romero, Bo Xiao, Panayiotis G. Georgiou, Shrikanth S. Narayanan
Multiple Instance Learning for Behavioral Coding. IEEE Trans. Affect. Comput. 8 (1) (2017)
Habib Ammari, Francisco Romero, Cong Shi
A Signal Separation Technique for Sub-Cellular Imaging Using Dynamic Optical Coherence Tomography. Multiscale Model. Simul. 15 (3) (2017)
James Gibson, Nikolaos Malandrakis, Francisco Romero, David C. Atkins, Shrikanth S. Narayanan
Predicting therapist empathy in motivational interviews using language features inspired by psycholinguistic norms. INTERSPEECH (2015)
Luis Loyola, Paulo Mendes, Francisco Romero, Monica Jimenez
Multi-Level Distributed Name Resolution System Based on Flat Identifiers. GLOBECOM (2008)
David G. Novick, Francisco Romero, Edgar Rene Saenz, Armando Sandoval
Extending direct manipulation in a text editor. SIGDOC (2002)
Francisco Romero, Lluís Ros, Federico Thomas
Fast Skeletonization of Spatially Encoded Objects. ICPR (2000)