Steven Diamond
5 papers · 2015–2019 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (7) π Renaissance Researcher (6)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
π
Trend Setter
Conferences
JMLR (2)
CVPR (1)
ICCV (1)
NIPS (1)
Top co-authors
Keywords
convex optimization
(4)
optimal transport
(1)
depth estimation
(1)
image reconstruction
(1)
single-photon imaging
(1)
transient imaging
(1)
deep learning
(1)
distributed optimization
(1)
automatic differentiation
(1)
differentiable programming
(1)
image deconvolution
(1)
graph optimization
(1)
network optimization
(1)
distributionally robust optimization
(1)
inverse problem
(1)
alternating direction method of multiplier
(1)
domain-specific language
(1)
linear operator
(1)
python embedding
(1)
modeling language
(1)
Papers
Differentiable Convex Optimization Layers
NIPS 2019
Reconstructing Transient Images From Single-Photon Sensors
CVPR 2017
SnapVX: A Network-Based Convex Optimization Solver
JMLR 2017
CVXPY: A Python-Embedded Modeling Language for Convex Optimization
JMLR 2016
Convex Optimization With Abstract Linear Operators
ICCV 2015