Alfarra, Motasem
- Enhancing Adversarial Robustness via Test-time Transformation Ensembling
2021/07/29 by Pérez, Juan C., Alfarra, Motasem, Jeanneret, Guillaume +4 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- PIVOT: Prompting for Video Continual Learning
2022/12/09 by Villa, Andrés, Alcázar, Juan León, Alfarra, Motasem +5 · 6 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Data-Dependent Randomized Smoothing
2020/12/08 by Alfarra, Motasem, Bibi, Adel, Torr, Philip H. S. +1 · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Combating Adversaries with Anti-Adversaries
2021/03/26 by Motasem Alfarra, Alfarra, Motasem, Juan C. Pérez +9 · 4 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- On the Decision Boundaries of Neural Networks: A Tropical Geometry Perspective
2020/02/20 by Alfarra, Motasem, Bibi, Adel, Hammoud, Hasan +2 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Real-Time Evaluation in Online Continual Learning: A New Hope
2023/02/02 by Ghunaim, Yasir, Bibi, Adel, Alhamoud, Kumail +5 · 5 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Evaluation of Test-Time Adaptation Under Computational Time Constraints
2023/04/10 by Motasem Alfarra, Hani Itani, Alfarra, Motasem +15 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Advanced MRI Techniques and Applications #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metabolomics and Mass Spectrometry Studies
- ANCER: Anisotropic Certification via Sample-wise Volume Maximization
2021/07/09 by Francisco Eiras, Eiras, Francisco, Motasem Alfarra +11 · 2 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- EAGLE: Enhanced Visual Grounding Minimizes Hallucinations in Instructional Multimodal Models
2025/01/06 by Villa, Andrés, Alcázar, Juan León, Alfarra, Motasem +3 · 4 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Gabor Layers Enhance Network Robustness
2019/12/11 by Pérez, Juan C., Alfarra, Motasem, Jeanneret, Guillaume +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Rethinking Clustering for Robustness
2020/06/13 by Alfarra, Motasem, Pérez, Juan C., Bibi, Adel +3 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- DeformRS: Certifying Input Deformations with Randomized Smoothing
2021/07/02 by Motasem Alfarra, Adel Bibi, Alfarra, Motasem +7 · 1 citation
Engineering · Computer Science · Medicine · #Medical Imaging and Analysis #Advanced Neural Network Applications #Artificial Intelligence in Healthcare and Education
- 3DeformRS: Certifying Spatial Deformations on Point Clouds
2022/04/12 by Gabriel Perez S., Juan C. Pérez, S., Gabriel Pérez +7 · 1 citation
Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis
- Towards Interpretable Deep Local Learning with Successive Gradient Reconciliation
2024/06/07 by Yang, Yibo, Li, Xiaojie, Alfarra, Motasem +4 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- FedMedICL: Towards Holistic Evaluation of Distribution Shifts in Federated Medical Imaging
2024/07/11 by Kumail Alhamoud, Yasir Ghunaim, Alhamoud, Kumail +13 · 1 citation
Medicine · Decision Sciences · #Digital Radiography and Breast Imaging #Medical Imaging Techniques and Applications #Scientific Computing and Data Management