Motasem Alfarra
- Data-Dependent Randomized Smoothing
2020/12/08 by Motasem Alfarra, Alfarra, Motasem, Adel Bibi +5 · 6 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #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)
- Evaluation of Test-Time Adaptation Under Computational Time Constraints
2023/04/10 by Motasem Alfarra, Alfarra, Motasem, Hani Itani +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 · 3 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 Andrés Villa, Juan León Alcázar, Villa, Andrés +9 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences
- Rethinking Clustering for Robustness
2020/06/13 by Motasem Alfarra, Alfarra, Motasem, Juan C. Pérez +9 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #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, Alfarra, Motasem, Adel Bibi +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
- FedMedICL: Towards Holistic Evaluation of Distribution Shifts in Federated Medical Imaging
2024/07/11 by Kumail Alhamoud, Yasir Ghunaim, Alhamoud, Kumail +13 · 2 citations
Medicine · Decision Sciences · #Digital Radiography and Breast Imaging #Medical Imaging Techniques and Applications #Scientific Computing and Data Management