Speakman, Skyler
- 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 · 22 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
- 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
- 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)
- 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, 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)
- 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)
- 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
- Efficient Representation of the Activation Space in Deep Neural Networks
2023/12/13 by Tanya Akumu, Celia Cintas, Akumu, Tanya +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