5 citations · 15 across the 16 of their papers we have counts for
16 papers
GNP Attack: Transferable Adversarial Examples via Gradient Norm Penalty
Tao Wu, Tie Luo, Donald C. Wunsch
Adversarial examples (AE) with good transferability enable practical black-box attacks on diverse target models, where insider knowledge about the target models is not required. Pr…
Learning Deep Representations via Contrastive Learning for Instance Retrieval
Tao Wu, Tie Luo, Donald Wunsch
Instance-level Image Retrieval (IIR), or simply Instance Retrieval, deals with the problem of finding all the images within an dataset that contain a query instance (e.g. an object…
Incremental cluster validity index-guided online learning for performance and robustness to presentation order
Leonardo Enzo Brito da Silva, Nagasharath Rayapati, Donald C. Wunsch
In streaming data applications incoming samples are processed and discarded, therefore, intelligent decision-making is crucial for the performance of lifelong learning systems. In…
iCVI-ARTMAP: Accelerating and improving clustering using adaptive resonance theory predictive mapping and incremental cluster validity indices
Leonardo Enzo Brito da Silva, Nagasharath Rayapati, Donald C. Wunsch
This paper presents an adaptive resonance theory predictive mapping (ARTMAP) model which uses incremental cluster validity indices (iCVIs) to perform unsupervised learning, namely…
StarCraft II Build Order Optimization using Deep Reinforcement Learning and Monte-Carlo Tree Search
Islam Elnabarawy, Kristijana Arroyo, Donald C. Wunsch
The real-time strategy game of StarCraft II has been posed as a challenge for reinforcement learning by Google's DeepMind. This study examines the use of an agent based on the Mont…
Survey of Privacy-Preserving Collaborative Filtering
Islam Elnabarawy, Wei Jiang, Donald C. Wunsch
Collaborative filtering recommendation systems provide recommendations to users based on their own past preferences, as well as those of other users who share similar interests. Th…