Han-wen Kuo
5 papers · 2013–2020 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Gold π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
π§
Keyword Pioneer
π
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
non-convex optimization
(3)
blind deconvolution
(2)
sparse coding
(1)
object recognition
(1)
low-rank decomposition
(1)
signal processing
(1)
sparse signal recovery
(1)
image deblurring
(1)
optimization landscape
(1)
signal deconvolution
(1)
saddle point
(1)
worst-case guarantee
(1)
convolutional dictionary learning
(1)
sparse signal
(1)
geometric characterization
(1)
local optimum
(1)
local minimum
(1)
sparse decomposition
(1)
union of subspace
(1)
illumination model
(1)
Papers
Short and Sparse Deconvolution --- A Geometric Approach
ICLR 2020
Geometry and Symmetry in Short-and-Sparse Deconvolution
ICML 2019
Structured Local Minima in Sparse Blind Deconvolution
NeurIPS 2018
On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution
CVPR 2017
Toward Guaranteed Illumination Models for Non-convex Objects
ICCV 2013