no code implementations • 24 Feb 2022 • Ryan Soklaski, Michael Yee, Theodoros Tsiligkaridis
Diverse data augmentation strategies are a natural approach to improving robustness in computer vision models against unforeseen shifts in data distribution.
no code implementations • 14 Jan 2022 • Ryan Soklaski, Justin Goodwin, Olivia Brown, Michael Yee, Jason Matterer
Responsible Artificial Intelligence (AI) - the practice of developing, evaluating, and maintaining accurate AI systems that also exhibit essential properties such as robustness and explainability - represents a multifaceted challenge that often stretches standard machine learning tooling, frameworks, and testing methods beyond their limits.
1 code implementation • CVPR 2018 • David Mascharka, Philip Tran, Ryan Soklaski, Arjun Majumdar
Recently, modular networks have been shown to be an effective framework for performing visual reasoning tasks.
Ranked #4 on Visual Question Answering (VQA) on CLEVR