Célia Cintas

1. Weakly Supervised Detection of Hallucinations in LLM Activations
   2023/12/05 by Miriam Rateike, Célia Cintas, Rateike, Miriam +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
2. Towards creativity characterization of generative models via group-based subset scanning
   2021/04/01 by Célia Cintas, Payel Das, Cintas, Celia +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)
3. 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)
4. 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)