Maureen Daum

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 19

Top Topics

Statistical Analysis

Video Analytics

Technical Report

Top Venues

Proc. VLDB Endow.

Publications

Enhao Zhang, Maureen Daum, Dong He, Magdalena Balazinska, Brandon Haynes, Ranjay Krishna
EQUI-VOCAL: Synthesizing Queries for Compositional Video Events from Limited User Interactions [Technical Report]. CoRR (2023)
Maureen Daum, Enhao Zhang, Dong He, Stephen Mussmann, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska
VOCALExplore: Pay-as-You-Go Video Data Exploration and Model Building. Proc. VLDB Endow. 16 (13) (2023)
Enhao Zhang, Maureen Daum, Dong He, Manasi Ganti, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska
EQUI-VOCAL Demonstration: Synthesizing Video Queries from User Interactions. Proc. VLDB Endow. 16 (12) (2023)
Maureen Daum, Enhao Zhang, Dong He, Stephen Mussmann, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska
VOCALExplore: Pay-as-You-Go Video Data Exploration and Model Building. CoRR (2023)
Enhao Zhang, Maureen Daum, Dong He, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska
EQUI-VOCAL: Synthesizing Queries for Compositional Video Events from Limited User Interactions. Proc. VLDB Endow. 16 (11) (2023)
Dong He, Jieyu Zhang, Maureen Daum, Alexander Ratner, Magdalena Balazinska
MaskSearch: Querying Image Masks at Scale. CoRR (2023)
Maureen Daum, Enhao Zhang, Dong He, Magdalena Balazinska, Brandon Haynes, Ranjay Krishna, Apryle Craig, Aaron Wirsing
VOCAL: Video Organization and Interactive Compositional AnaLytics. CIDR (2022)
Matt Ziegler, Galen Weld, Ewin Tang, Maureen Daum
Demo: Visualizing USSD and IVR Usage Data with Icicle Charts. COMPASS (2022)
Maureen Daum, Brandon Haynes, Dong He, Amrita Mazumdar, Magdalena Balazinska
TASM: A Tile-Based Storage Manager for Video Analytics. ICDE (2021)
Dong He, Maureen Daum, Magdalena Balazinska
DeepEverest: Accelerating Declarative Top-K Queries for Deep Neural Network Interpretation [Technical Report]. CoRR (2021)
Brandon Haynes, Maureen Daum, Dong He, Amrita Mazumdar, Magdalena Balazinska, Alvin Cheung, Luis Ceze
VSS: A Storage System for Video Analytics. SIGMOD Conference (2021)
Brandon Haynes, Maureen Daum, Dong He, Amrita Mazumdar, Magdalena Balazinska, Alvin Cheung, Luis Ceze
VSS: A Storage System for Video Analytics [Technical Report]. CoRR (2021)
Vanessa Lin, Yongming Ge, Maureen Daum, Alvin Cheung, Brandon Haynes, Magdalena Balazinska
Demonstration of Apperception: A Database Management System for Geospatial Video Data. Proc. VLDB Endow. 14 (12) (2021)
Alekh Jindal, K. Venkatesh Emani, Maureen Daum, Olga Poppe, Brandon Haynes, Anna Pavlenko, Ayushi Gupta, Karthik Ramachandra, Carlo Curino, Andreas Mueller, Wentao Wu, Hiren Patel
Magpie: Python at Speed and Scale using Cloud Backends. CIDR (2021)
Dong He, Maureen Daum, Walter Cai, Magdalena Balazinska
DeepEverest: Accelerating Declarative Top-K Queries for Deep Neural Network Interpretation. Proc. VLDB Endow. 15 (1) (2021)
Maureen Daum, Brandon Haynes, Dong He, Amrita Mazumdar, Magdalena Balazinska, Alvin Cheung
TASM: A Tile-Based Storage Manager for Video Analytics. CoRR (2020)
Brandon Haynes, Maureen Daum, Amrita Mazumdar, Magdalena Balazinska, Alvin Cheung, Luis Ceze
VisualWorldDB: A DBMS for the Visual World. CIDR (2020)
Eunice Jun, Maureen Daum, Jared Roesch, Sarah E. Chasins, Emery D. Berger, René Just, Katharina Reinecke
Tea: A High-level Language and Runtime System for Automating Statistical Analysis. CoRR (2019)
Eunice Jun, Maureen Daum, Jared Roesch, Sarah E. Chasins, Emery D. Berger, René Just, Katharina Reinecke
Tea: A High-level Language and Runtime System for Automating Statistical Analysis. UIST (2019)