Mark Dras
- Here's a Free Lunch: Sanitizing Backdoored Models with Model Merge
2024/02/29 by Ansh Arora, Xuanli He, Arora, Ansh +9 · 9 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Digital Rights Management and Security #Digitalization, Law, and Regulation #FOS: Computer and information sciences
- Generalised Differential Privacy for Text Document Processing
2018/11/26 by Natasha Fernandes, Mark Dras, Fernandes, Natasha +3 · 4 citations
Computer Science · #Authorship Attribution and Profiling #Hate Speech and Cyberbullying Detection #Privacy-Preserving Technologies in Data
- Elemental psychopathology: distilling constituent symptoms and patterns of repetition in the diagnostic criteria of the DSM-5
2023/09/04 by Miriam K. Forbes, Bryan Neo, Omid Mohamad Nezami +5 · 1 voice · 5 citations
Arts and Humanities · Psychology · #Mental Health Research Topics #Mental Health and Psychiatry #Personality Disorders and Psychopathology
- A Survey on Progress in LLM Alignment from the Perspective of Reward Design
2025/05/05 by Min Ji, Ji, Miaomiao, Yonghui Wu +11 · 7 citations
Environmental Science · #Educational Reforms and Innovations
- Bayes' capacity as a measure for reconstruction attacks in federated learning
2024/06/19 by Sayan Biswas, Biswas, Sayan, Mark Dras +11 · 2 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Theory (cs.IT) #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG)
- Deep reinforcement learning guided graph neural networks for brain network analysis
2022/03/18 by Xusheng Zhao, Zhao, Xusheng, Jia Wu +21 · 1 citation
Neuroscience · Computer Science · #Functional Brain Connectivity Studies #EEG and Brain-Computer Interfaces #Advanced Graph Neural Networks
- Face-Cap: Image Captioning using Facial Expression Analysis
2018/07/06 by Omid Mohamad Nezami, Nezami, Omid Mohamad, Mark Dras +5 · 1 citation
Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Advanced Image and Video Retrieval Techniques
- Myanmar XNLI: Building a Dataset and Exploring Low-resource Approaches to Natural Language Inference with Myanmar
2025/04/13 by Aung Kyaw Htet, Htet, Aung Kyaw, Mark Dras +1 · 2 citations
Computer Science · Health Professions · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Interpreting and Communication in Healthcare #Natural Language Processing Techniques #Topic Modeling