Sotirios Chatzis

1. Stochastic Transformer Networks with Linear Competing Units: Application to end-to-end SL Translation
   2021/09/01 by Andreas Voskou, Voskou, Andreas, Konstantinos P. Panousis +7 · 3 citations
   Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Machine Learning (cs.LG) #Robot Manipulation and Learning
2. Stochastic Local Winner-Takes-All Networks Enable Profound Adversarial Robustness
   2021/12/05 by Konstantinos P. Panousis, Panousis, Konstantinos P., Sotirios Chatzis +3 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. DISCOVER: Making Vision Networks Interpretable via Competition and Dissection
   2023/10/07 by Konstantinos P. Panousis, Panousis, Konstantinos P., Sotirios Chatzis +1 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science
4. Nonparametric Mixtures of Gaussian Processes With Power-Law Behavior
   2012/10/03 by Sotirios Chatzis, Yiannis Demiris · 1 citation
   Computer Science · #Gaussian Processes and Bayesian Inference #Bayesian Methods and Mixture Models #Time Series Analysis and Forecasting
5. A latent variable Gaussian process model with Pitman–Yor process priors for multiclass classification
   2013/06/11 by Sotirios P. Chatzis, Sotirios Chatzis · 1 citation
   Computer Science · #Bayesian Methods and Mixture Models #Gaussian Processes and Bayesian Inference #Target Tracking and Data Fusion in Sensor Networks
6. A nonparametric Bayesian approach toward robot learning by demonstration
   2012/02/21 by Sotirios Chatzis, Sotirios P. Chatzis, Dimitrios Korkinof +1 · 1 citation
   Computer Science · #Bayesian Methods and Mixture Models #Gaussian Processes and Bayesian Inference #Machine Learning and Algorithms