Motasem Alfarra
14 papers · 2020–2026 · 7 venues · across top CS/AI venues
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🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (36) 🤝 Dynamic Duo (13)
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Research topics
Machine Learning
(10)
Learning Types · Machine Learning
(8)
Artificial Intelligence
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Deep Learning
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Core AI
(6)
Computer Vision
(5)
Application Areas
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Analysis
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Learning Types · Deep Learning
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Optimization & Theory
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Techniques
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Computer Science
(2)
Applications
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Domain-Specific
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Architectures
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Keywords
continual learning
(3)
randomized smoothing
(3)
certified robustness
(3)
autonomous driving
(2)
online learning
(2)
knowledge distillation
(2)
adversarial defense
(2)
deep neural network
(2)
certified accuracy
(2)
test-time adaptation
(2)
action recognition
(1)
interpretability
(1)
adversarial robustness
(1)
point cloud
(1)
catastrophic forgetting
(1)
model robustness
(1)
safety alignment
(1)
local learning
(1)
computational efficiency
(1)
adversarial training
(1)
Papers
Distilling Safe LLM Systems via Soft Prompts for On Device Settings
UAI 2026
Test-Time Adaptation for Combating Missing Modalities in Egocentric Videos
ICLR 2025
Evaluation of Test-Time Adaptation Under Computational Time Constraints
ICML 2024
FedMedICL: Towards Holistic Evaluation of Distribution Shifts in Federated Medical Imaging
MICCAI 2024
SimCS: Simulation for Domain Incremental Online Continual Segmentation
AAAI 2024
Towards Interpretable Deep Local Learning with Successive Gradient Reconciliation
ICML 2024
PIVOT: Prompting for Video Continual Learning
CVPR 2023
Real-Time Evaluation in Online Continual Learning: A New Hope
CVPR 2023
3DeformRS: Certifying Spatial Deformations on Point Clouds
CVPR 2022
Combating Adversaries with Anti-adversaries
AAAI 2022
Data dependent randomized smoothing
UAI 2022
DeformRS: Certifying Input Deformations with Randomized Smoothing
AAAI 2022
On the Robustness of Quality Measures for GANs
ECCV 2022
Gabor Layers Enhance Network Robustness
ECCV 2020