Tadesse, Girmaw Abebe
- DMLR: Data-centric Machine Learning Research -- Past, Present and Future
2023/11/21 by Oala, Luis, Maskey, Manil, Bat-Leah, Lilith +35 · 3 citations
#Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Parallel #Signal Processing (eess.SP) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
- Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation
2024/12/18 by Burak Ekim, Girmaw Abebe Tadesse, Ekim, Burak +11 · 4 citations
Computer Science · Environmental Science · #Geochemistry and Geologic Mapping #Atmospheric and Environmental Gas Dynamics #Anomaly Detection Techniques and Applications
- DeepMI: Deep Multi-lead ECG Fusion for Identifying Myocardial Infarction and its Occurrence-time
2021/03/31 by Tadesse, Girmaw Abebe, Javed, Hamza, Liu, Yong +4 · 1 citation
#FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Towards Creativity Characterization of Generative Models via Group-based Subset Scanning
2022/03/01 by Cintas, Celia, Das, Payel, Quanz, Brian +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Out-of-Distribution Detection in Dermatology using Input Perturbation and Subset Scanning
2021/05/24 by Hannah Kim, Girmaw Abebe Tadesse, Kim, Hannah +7 · 1 citation
Medicine · #Allergic Rhinitis and Sensitization #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #Dermatology and Skin Diseases #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Pattern Detection in the Activation Space for Identifying Synthesized Content
2021/05/26 by Célia Cintas, Skyler Speakman, Cintas, Celia +9 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Processing Techniques and Applications #Machine Learning (cs.LG)
- Efficient Representation of the Activation Space in Deep Neural Networks
2023/12/13 by Tanya Akumu, Akumu, Tanya, Celia Cintas +9 · 1 citation
Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
- TEMPO: Global Temporal Building Density and Height Estimation from Satellite Imagery
2025/11/15 by Tammy Glazer, Gilles Q. Hacheme, Glazer, Tammy +20 · 1 citation
Engineering · Environmental Science · #Remote-Sensing Image Classification #Impact of Light on Environment and Health #Remote Sensing and LiDAR Applications