565 citations · 1.1k across the 21 of their papers we have counts for
3 papers · 1 filter
An automatic framework for fusing information from differently stained consecutive digital whole slide images: A case study in renal histology
Odyssee Merveille, Thomas Lampert, Jessica Schmitz +3
Objective: This article presents an automatic image processing framework to extract quantitative high-level information describing the micro-environment of glomeruli in consecutive…
Momentum Improves Normalized SGD
Ashok Cutkosky, Harsh Mehta
We provide an improved analysis of normalized SGD showing that adding momentum provably removes the need for large batch sizes on non-convex objectives. Then, we consider the case…
Retouchdown: Adding Touchdown to StreetLearn as a Shareable Resource for Language Grounding Tasks in Street View
Harsh Mehta, Yoav Artzi, Jason Baldridge +2
The Touchdown dataset (Chen et al., 2019) provides instructions by human annotators for navigation through New York City streets and for resolving spatial descriptions at a given l…