Sobhan Soleymani
10 papers · 2018–2022 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (28) ποΈ Keyword Collector (52)
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Century Club Β· Bronze
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Prolific Year Β· Productive
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Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(8)
Deep Learning
(7)
Learning Types Β· Machine Learning
(6)
Learning Types Β· Deep Learning
(4)
Artificial Intelligence
(3)
Computer Vision
(3)
Core Methods
(3)
Optimization & Theory
(3)
Analysis
(2)
Application Areas
(2)
Architectures
(2)
Core AI
(2)
Models
(2)
Bayesian & Probabilistic
(1)
Generation
(1)
Keywords
face recognition
(3)
convolutional neural network
(2)
disentangled representation
(2)
image classification
(2)
face analysis
(1)
feature learning
(1)
semi-supervised learning
(1)
domain adaptation
(1)
metric learning
(1)
ensemble learning
(1)
variational inference
(1)
self-supervised learning
(1)
knowledge distillation
(1)
data augmentation
(1)
image translation
(1)
adversarial robustness
(1)
pseudo labeling
(1)
image-to-image translation
(1)
facial landmark detection
(1)
contrastive learning
(1)
Papers
Revisiting Outer Optimization in Adversarial Training
ECCV 2022
Mutual Information Maximization on Disentangled Representations for Differential Morph Detection
WACV 2021
Self-Supervised Wasserstein Pseudo-Labeling for Semi-Supervised Image Classification
CVPR 2021
SuperMix: Supervising the Mixing Data Augmentation
CVPR 2021
Boosting Deep Face Recognition via Disentangling Appearance and Geometry
WACV 2020
Exploiting Joint Robustness to Adversarial Perturbations
CVPR 2020
Robust Facial Landmark Detection via Aggregation on Geometrically Manipulated Faces
WACV 2020
SmoothFool: An Efficient Framework for Computing Smooth Adversarial Perturbations
WACV 2020
Transporting Labels via Hierarchical Optimal Transport for Semi-Supervised Learning
ECCV 2020
Unsupervised Image-to-Image Translation Using Domain-Specific Variational Information Bound
NeurIPS 2018