2 citations · 2 across the 1 of their papers we have counts for
2 papers
cs.CV2019★ 2 cited
Thinking Outside the Pool: Active Training Image Creation for Relative Attributes
Aron Yu, Kristen Grauman
Current wisdom suggests more labeled image data is always better, and obtaining labels is the bottleneck. Yet curating a pool of sufficiently diverse and informative images is itse…
cs.CV2016
Semantic Jitter: Dense Supervision for Visual Comparisons via Synthetic Images
Aron Yu, Kristen Grauman
Distinguishing subtle differences in attributes is valuable, yet learning to make visual comparisons remains non-trivial. Not only is the number of possible comparisons quadratic i…