Dimitrios Dimitriadis

1. A Review of Speaker Diarization: Recent Advances with Deep Learning
   2021/01/24 by Tae Jin Park, Park, Tae Jin, Naoyuki Kanda +9 · 17 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
2. Heterogeneous Ensemble Knowledge Transfer for Training Large Models in Federated Learning
   2022/04/27 by Yae Jee Cho, Andre Manoel, Cho, Yae Jee +7 · 7 citations
   Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
3. FLUTE: A Scalable, Extensible Framework for High-Performance Federated Learning Simulations
   2022/03/25 by Mirian Hipolito Garcia, Andre Manoel, Garcia, Mirian Hipolito +8 · 3 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
4. UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis
   2021/10/01 by Fatemehsadat Mireshghallah, Mireshghallah, Fatemehsadat, Vaishnavi Shrivastava +9 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
5. Personalized Federated Learning with Adaptive Batchnorm for Healthcare
   2021/12/01 by Lu Wang, Lu, Wang, Jindong Wang +10 · 2 citations
   Computer Science · Health Professions · #Artificial Intelligence in Healthcare #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Privacy-Preserving Technologies in Data
6. Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout
   2022/10/28 by Chen Dun, Mirian Hipolito, Dun, Chen +7 · 2 citations
   Computer Science · #Age of Information Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
7. CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning
   2024/07/16 by Erum Mushtaq, Mushtaq, Erum, Duygu Nur Yaldiz +11 · 2 citations
   Computer Science · Engineering · #Advanced Data Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Speech Recognition and Synthesis #Topic Modeling
8. Distribution inference risks: Identifying and mitigating sources of leakage
   2022/09/18 by Valentin N. Hartmann, Léo Meynent, Hartmann, Valentin +9 · 1 citation
   Computer Science · Psychology · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Deception detection and forensic psychology #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. Federated Multilingual Models for Medical Transcript Analysis
   2022/11/04 by Andre Manoel, Manoel, Andre, Mirian Hipolito Garcia +15 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data