Xiangchu Feng
12 papers · 2013–2023 · 5 conferences · across top CS/AI conferences
Achievements
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(18)
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Keyword Pioneer
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Conference Polyglot
(5)
π€
Dynamic Duo
(11)
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Keyword Champion
(2)
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Conference Pioneer
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Century Club
(12)
π₯
Unstoppable
(5)
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Trend Setter
Conferences
ICCV (5)
CVPR (3)
NIPS (2)
ECCV (1)
IJCAI (1)
Top co-authors
Keywords
image denoising
(3)
convolutional neural network
(2)
nonlocal self-similarity
(2)
matrix factorization
(2)
non-convex optimization
(2)
pattern classification
(2)
sparse representation
(2)
image restoration
(2)
discriminative learning
(1)
image reconstruction
(1)
convex optimization
(1)
feature representation
(1)
face recognition
(1)
dynamic system
(1)
global convergence
(1)
filter learning
(1)
likelihood maximization
(1)
singular value decomposition
(1)
sparse coding
(1)
probabilistic modeling
(1)
Papers
Preconditioning Matters: Fast Global Convergence of Non-convex Matrix Factorization via Scaled Gradient Descent
NIPS 2023
LST-Net: Learning a Convolutional Neural Network with a Learnable Sparse Transform
ECCV 2020
FOCNet: A Fractional Optimal Control Network for Image Denoising
CVPR 2019
Multi-Channel Weighted Nuclear Norm Minimization for Real Color Image Denoising
ICCV 2017
A Probabilistic Collaborative Representation Based Approach for Pattern Classification
CVPR 2016
A Self-Representation Induced Classifier
IJCAI 2016
Convolutional Sparse Coding for Image Super-Resolution
ICCV 2015
Patch Group Based Nonlocal Self-Similarity Prior Learning for Image Denoising
ICCV 2015
Projective dictionary pair learning for pattern classification
NIPS 2014
Weighted Nuclear Norm Minimization with Application to Image Denoising
CVPR 2014
Perceptual Fidelity Aware Mean Squared Error
ICCV 2013
A Generalized Iterated Shrinkage Algorithm for Non-convex Sparse Coding
ICCV 2013