5 papers
RealityBench: Simulated Environments to Evaluate a Vision Language Model's Ability to Document Human Physical Work
Andrew Perrault, Anmol Takiar, Dominik Winecki +2
Augmenting worker capabilities in the physical world through guidance has been a decades-long goal for AI agents. One key supporting capability is to understand what the worker is…
Vega-Video: Integrating Video into the Grammar of Graphics
Dominik Winecki, Arnab Nandi
Video data is increasingly used alongside conventional data for interactive data exploration, necessitating interfaces for exploring and presenting mixed-modality data. However, in…
Optimal Bounds-Only Pruning for Spatial AkNN Joins
Dominik Winecki
We propose a bounds-only pruning test for exact Euclidean AkNN joins on partitioned spatial datasets. Data warehouses commonly partition large tables and store row group statistics…
Vidformer: Drop-in Declarative Optimization for Rendering Video-Native Query Results
Dominik Winecki, Arnab Nandi
When interactively exploring video data, video-native querying involves consuming query results as videos, including steps such as compilation of extracted video clips or data over…
Photometry of Saturated Stars with Neural Networks
Dominik Winecki, Christopher S. Kochanek
We use a multilevel perceptron (MLP) neural network to obtain photometry of saturated stars in the All-Sky Automated Survey for Supernovae (ASAS-SN). The MLP can obtain fairly unbi…