no code implementations • 23 Feb 2024 • Jieren Deng, Aaron Palmer, Rigel Mahmood, Ethan Rathbun, Jinbo Bi, Kaleel Mahmood, Derek Aguiar
Achieving resiliency against adversarial attacks is necessary prior to deploying neural network classifiers in domains where misclassification incurs substantial costs, e. g., self-driving cars or medical imaging.
1 code implementation • 19 Sep 2023 • Sybille Légitime, Kaustubh Prabhu, Devin McConnell, Bing Wang, Dipak K. Dey, Derek Aguiar
Opioids are an effective analgesic for acute and chronic pain, but also carry a considerable risk of addiction leading to millions of opioid use disorder (OUD) cases and tens of thousands of premature deaths in the United States yearly.
no code implementations • 14 Jun 2023 • Jieren Deng, Xin Zhou, Hao Tian, Zhihong Pan, Derek Aguiar
The bokeh effect is an artistic technique that blurs out-of-focus areas in a photograph and has gained interest due to recent developments in text-to-image synthesis and the ubiquity of smart-phone cameras and photo-sharing apps.
no code implementations • 9 Mar 2023 • Jieren Deng, Xin Zhou, Hao Tian, Zhihong Pan, Derek Aguiar
Distilling the structured information captured in feature maps has contributed to improved results for object detection tasks, but requires careful selection of baseline architectures and substantial pre-training.
1 code implementation • 14 Nov 2022 • Marjan Hosseini, Devin McConnell, Derek Aguiar
We show that BREM achieves higher F1 score for reconstruction tasks and improved accuracy and sensitivity in differential splicing when compared with four state-of-the-art transcript and local splicing methods on simulated data.
no code implementations • 12 Oct 2022 • Aaron Palmer, Zhiyi Chi, Derek Aguiar, Jinbo Bi
Goodness of fit (GoF) hypothesis tests provide a measure of statistical indistinguishability between the latent distribution and a target distribution class.
1 code implementation • 4 Sep 2022 • Marjan Hosseini, Alireza Javadian Sabet, Suining He, Derek Aguiar
The growing societal dependence on social media and user generated content for news and information has increased the influence of unreliable sources and fake content, which muddles public discourse and lessens trust in the media.