1.5k citations · 1.6k across the 5 of their papers we have counts for
Showing cs.CVShow all
2 papers · 1 filter
cs.CV2019
Detecting semantic anomalies
Faruk Ahmed, Aaron Courville
We critically appraise the recent interest in out-of-distribution (OOD) detection and question the practical relevance of existing benchmarks. While the currently prevalent trend i…
cs.CV2014
Candidate Constrained CRFs for Loss-Aware Structured Prediction
Faruk Ahmed, Daniel Tarlow, Dhruv Batra
When evaluating computer vision systems, we are often concerned with performance on a task-specific evaluation measure such as the Intersection-Over-Union score used in the PASCAL…