2.3k citations · 4.7k across the 88 of their papers we have counts for
Showing 2021 · cs.CVShow all
2 papers · 2 filters
cs.CV2021
Tradeoffs Between Contrastive and Supervised Learning: An Empirical Study
Ananya Karthik, Mike Wu, Noah Goodman +1
Contrastive learning has made considerable progress in computer vision, outperforming supervised pretraining on a range of downstream datasets. However, is contrastive learning the…
cs.CV2021
Visual resemblance and communicative context constrain the emergence of graphical conventions
Robert D. Hawkins, Megumi Sano, Noah D. Goodman +1
From photorealistic sketches to schematic diagrams, drawing provides a versatile medium for communicating about the visual world. How do images spanning such a broad range of appea…