2 papers
cs.CV2019
Learning Predicates as Functions to Enable Few-shot Scene Graph Prediction
Apoorva Dornadula, Austin Narcomey, Ranjay Krishna +2
Scene graph prediction --- classifying the set of objects and predicates in a visual scene --- requires substantial training data. However, most predicates only occur a handful of…
cs.CV2019
HYPE: A Benchmark for Human eYe Perceptual Evaluation of Generative Models
Sharon Zhou, Mitchell L. Gordon, Ranjay Krishna +3
Generative models often use human evaluations to measure the perceived quality of their outputs. Automated metrics are noisy indirect proxies, because they rely on heuristics or pr…