Masoud Faraki
9 papers · 2015–2023 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (26) 🐣 Hot Topic Early Bird
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Research topics
Machine Learning
(8)
Application Areas
(7)
Learning Types · Machine Learning
(5)
Computer Vision
(4)
Core Methods
(4)
Analysis
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Learning Paradigms · Artificial Intelligence
(2)
Learning Types · Deep Learning
(2)
Mathematics & Optimization
(1)
Architectures
(1)
Core AI
(1)
Learning Paradigms · Machine Learning
(1)
Mathematics
(1)
Keywords
multi-task learning
(2)
representation learning
(2)
face recognition
(2)
knowledge distillation
(2)
metric learning
(1)
human pose estimation
(1)
continual learning
(1)
human analysis
(1)
image segmentation
(1)
domain adaptation
(1)
computational efficiency
(1)
neural architecture search
(1)
domain generalization
(1)
neural architecture
(1)
catastrophic forgetting
(1)
class imbalance
(1)
gradient descent
(1)
visual classification
(1)
gradient optimization
(1)
image classification
(1)
Papers
Domain Generalization Guided by Gradient Signal to Noise Ratio of Parameters
ICCV 2023
Split To Learn: Gradient Split for Multi-Task Human Image Analysis
WACV 2023
Controllable Dynamic Multi-Task Architectures
CVPR 2022
Learning Semantic Segmentation from Multiple Datasets with Label Shifts
ECCV 2022
Learning To Learn Across Diverse Data Biases in Deep Face Recognition
CVPR 2022
On Generalizing Beyond Domains in Cross-Domain Continual Learning
CVPR 2022
Cross-Domain Similarity Learning for Face Recognition in Unseen Domains
CVPR 2021
LEARNING FACTORIZED REPRESENTATIONS FOR OPEN-SET DOMAIN ADAPTATION
ICLR 2019
More About VLAD: A Leap From Euclidean to Riemannian Manifolds
CVPR 2015