2 papers
cs.CV2026
How to Correctly Make Mistakes: A Framework for Constructing and Benchmarking Mistake Aware Egocentric Procedural Videos
Olga Loginova, Frank Keller
Reliable procedural monitoring in video requires exposure to naturally occurring human errors and the recoveries that follow. In egocentric recordings, mistakes are often partially…
cs.CL2025
Predicting Implicit Arguments in Procedural Video Instructions
Anil Batra, Laura Sevilla-Lara, Marcus Rohrbach +1
Procedural texts help AI enhance reasoning about context and action sequences. Transforming these into Semantic Role Labeling (SRL) improves understanding of individual steps by id…