Han-wen Kuo
5 papers · 2013–2020 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (5) π Academic Marathon (7) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Pioneer
Conferences
CVPR (1)
ICCV (1)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
nonconvex optimization
(2)
blind deconvolution
(2)
non-convex optimization
(1)
sparse coding
(1)
object recognition
(1)
low-rank decomposition
(1)
signal processing
(1)
sparse signal recovery
(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)
lambertian model
(1)
deconvolution algorithm
(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
NIPS 2018
On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution
CVPR 2017
Toward Guaranteed Illumination Models for Non-convex Objects
ICCV 2013