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Detecting Textual Adversarial Examples Based on Distributional Characteristics of Data Representations



Na Liu , Mark Dras , Wei Emma Zhang

* 13 pages, RepL4NLP 2022 

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Deep Reinforcement Learning Guided Graph Neural Networks for Brain Network Analysis



Xusheng Zhao , Jia Wu , Hao Peng , Amin Beheshti , Jessica Monaghan , David McAlpine , Heivet Hernandez-Perez , Mark Dras , Qiong Dai , Yangyang Li , Philip S. Yu , Lifang He


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Neural Rule-Execution Tracking Machine For Transformer-Based Text Generation



Yufei Wang , Can Xu , Huang Hu , Chongyang Tao , Stephen Wan , Mark Dras , Mark Johnson , Daxin Jiang


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Pick-Object-Attack: Type-Specific Adversarial Attack for Object Detection



Omid Mohamad Nezami , Akshay Chaturvedi , Mark Dras , Utpal Garain


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Siamese Networks for Large-Scale Author Identification



Chakaveh Saedi , Mark Dras

* 19 pages 

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Towards Generating Stylized Image Captions via Adversarial Training



Omid Mohamad Nezami , Mark Dras , Stephen Wan , Cecile Paris , Len Hamey


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Image Captioning using Facial Expression and Attention



Omid Mohamad Nezami , Mark Dras , Stephen Wan , Cecile Paris


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Generalised Differential Privacy for Text Document Processing



Natasha Fernandes , Mark Dras , Annabelle McIver


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Senti-Attend: Image Captioning using Sentiment and Attention



Omid Mohamad Nezami , Mark Dras , Stephen Wan , Cecile Paris


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