Cintas, Celia

1. Smooth Grad-CAM++: An Enhanced Inference Level Visualization Technique for Deep Convolutional Neural Network Models
   2019/08/03 by Daniel Omeiza, Skyler Speakman, Omeiza, Daniel +5 · 21 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
2. FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare
   2023/08/11 by Karim Lekadir, Lekadir, Karim, Aasa Feragen +214 · 27 citations
   Economics, Econometrics and Finance · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Ethics in Clinical Research #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #I.2.0 #I.4.0 #I.5.0 #Machine Learning (cs.LG)
3. Estimating Skin Tone and Effects on Classification Performance in Dermatology Datasets
   2019/10/29 by Newton Mwai Kinyanjui, Timothy Odonga, Kinyanjui, Newton M. +11 · 8 citations
   Medicine · Computer Science · #Cutaneous Melanoma Detection and Management #AI in cancer detection #Digital Imaging for Blood Diseases
4. Weakly Supervised Detection of Hallucinations in LLM Activations
   2023/12/05 by Miriam Rateike, Rateike, Miriam, Célia Cintas +7 · 6 citations
   Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Text Readability and Simplification #Topic Modeling
5. Revisiting Skin Tone Fairness in Dermatological Lesion Classification
   2023/08/18 by Thorsten Kalb, Kaisar Kushibar, Kalb, Thorsten +9 · 2 citations
   Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Skin Protection and Aging #electronic engineering #information engineering
6. Towards creativity characterization of generative models via group-based subset scanning
   2021/04/01 by Célia Cintas, Cintas, Celia, Payel Das +9 · 1 citation
   Neuroscience · Psychology · #Aesthetic Perception and Analysis #Artificial Intelligence (cs.AI) #Creativity in Education and Neuroscience #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. 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
8. Out-of-Distribution Detection in Dermatology using Input Perturbation and Subset Scanning
   2021/05/24 by Hannah Kim, Kim, Hannah, Girmaw Abebe Tadesse +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)
9. Pattern Detection in the Activation Space for Identifying Synthesized Content
   2021/05/26 by Célia Cintas, Cintas, Celia, Skyler Speakman +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)
10. Identifying Audio Adversarial Examples via Anomalous Pattern Detection
    2020/02/13 by Victor Akinwande, Celia Cintas, Akinwande, Victor +5 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sound (cs.SD) #electronic engineering #information engineering
11. 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