Đức Anh Nguyễn

1. NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization
   2024/09/29 by Duy-Tung Pham, Trang T. Vu, Pham, Duy-Tung +9 · 4 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
2. A Rate-Distortion Framework for Explaining Black-box Model Decisions
   2021/10/12 by Stefan Kolek, Đức Anh Nguyễn, Kolek, Stefan +7 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Information Theory (cs.IT) #Machine Learning (cs.LG)
3. Memorization-Dilation: Modeling Neural Collapse Under Label Noise
   2022/06/11 by Đức Anh Nguyễn, Ron Levie, Nguyen, Duc Anh +7 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications