Dipan K. Pal
4 papers · 2016–2019 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
🚀
Conference Pioneer
Research topics
Computer Vision
(4)
Machine Learning
(4)
Deep Learning
(3)
Core Methods
(3)
Analysis
(2)
Optimization & Theory · Machine Learning
(2)
Artificial Intelligence
(1)
Architectures
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Processing
(1)
Keywords
face recognition
(2)
metric learning
(1)
feature learning
(1)
pose estimation
(1)
convex optimization
(1)
invariance learning
(1)
gradient descent
(1)
proximal operator
(1)
convolutional neural network
(1)
convolutional network
(1)
symmetry learning
(1)
image prior
(1)
deep network
(1)
feature normalization
(1)
capsule network
(1)
invariant feature
(1)
kernel methods
(1)
transformation network
(1)
non-parametric transformation
(1)
data fidelity
(1)
Papers
Douglas-Rachford Networks: Learning Both the Image Prior and Data Fidelity Terms for Blind Image Deconvolution
CVPR 2019
Non-Parametric Transformation Networks for Learning General Invariances from Data
AAAI 2019
Ring Loss: Convex Feature Normalization for Face Recognition
CVPR 2018
Discriminative Invariant Kernel Features: A Bells-and-Whistles-Free Approach to Unsupervised Face Recognition and Pose Estimation
CVPR 2016