562 citations · 1.4k across the 12 of their papers we have counts for
12 papers
SAM 2: Segment Anything in Images and Videos
Nikhila Ravi, Valentin Gabeur, Yuan-Ting Hu +15
We present Segment Anything Model 2 (SAM 2), a foundation model towards solving promptable visual segmentation in images and videos. We build a data engine, which improves model an…
Segment Anything
Alexander Kirillov, Eric Mintun, Nikhila Ravi +9
We introduce the Segment Anything (SA) project: a new task, model, and dataset for image segmentation. Using our efficient model in a data collection loop, we built the largest seg…
Early Convolutions Help Transformers See Better
Tete Xiao, Mannat Singh, Eric Mintun +3
Vision transformer (ViT) models exhibit substandard optimizability. In particular, they are sensitive to the choice of optimizer (AdamW vs. SGD), optimizer hyperparameters, and tra…
On Interaction Between Augmentations and Corruptions in Natural Corruption Robustness
Eric Mintun, Alexander Kirillov, Saining Xie
Invariance to a broad array of image corruptions, such as warping, noise, or color shifts, is an important aspect of building robust models in computer vision. Recently, several ne…
Areas and entropies in BFSS/gravity duality
Tarek Anous, Joanna L. Karczmarek, Eric Mintun +2
The BFSS matrix model provides an example of gauge-theory / gravity duality where the gauge theory is a model of ordinary quantum mechanics with no spatial subsystems. If there exi…
Nonlocal multi-trace sources and bulk entanglement in holographic conformal field theories
Felix M. Haehl, Eric Mintun, Jason Pollack +2
We consider CFT states defined by adding nonlocal multi-trace sources to the Euclidean path integral defining the vacuum state. For holographic theories, we argue that these states…
Combing gravitational hair in 2+1 dimensions
William Donnelly, Donald Marolf, Eric Mintun
The gravitational Gauss law requires any addition of energy to be accompanied by the addition of gravitational flux. The possible configurations of this flux for a given source may…
Bulk-Boundary Duality, Gauge Invariance, and Quantum Error Correction
Eric Mintun, Joseph Polchinski, Vladimir Rosenhaus
Recently, Almheiri, Dong, and Harlow have argued that the localization of bulk information in a boundary dual should be understood in terms of quantum error correction. We show tha…
Remarks on brane and antibrane dynamics
Ben Michel, Eric Mintun, Joseph Polchinski +2
We develop the point of view that brane actions should be understood in the context of effective field theory, and that this is the correct way to treat classical as well as loop d…
Higher Spin Holography, RG, and the Light Cone
Eric Mintun, Joseph Polchinski
We revisit the derivation of higher spin bulk theory using the renormalization group in the dual field theory. We argue that existing proposals have problems already at the level o…
The Field Theory of Intersecting D3-branes
Eric Mintun, Joseph Polchinski, Sichun Sun
We examine the defect gauge theory on two perpendicular D3-branes with a 1+1 dimensional intersection, consisting of fields on the D3-branes and charged hypermultiplets on t…
Unraveling The Physics Behind Modified Higgs Couplings -- LHC vs. a Higgs Factory
Steven B. Giddings, Tao Liu, Ian Low +1
Strongly modified Higgs-photon-photon and Higgs-gluon-gluon couplings indicate new electroweak and color mediators, respectively, with a light mass and a significant coupling to th…