1 code implementation • 23 May 2022 • Sikun Lin, Shuyun Tang, Scott Grafton, Ambuj Singh
Finding an appropriate representation of dynamic activities in the brain is crucial for many downstream applications.
1 code implementation • EMNLP 2020 • Tsu-Jui Fu, Xin Eric Wang, Scott Grafton, Miguel Eckstein, William Yang Wang
In this paper, we introduce a Self-Supervised Counterfactual Reasoning (SSCR) framework that incorporates counterfactual thinking to overcome data scarcity.
no code implementations • 17 Nov 2019 • Tsu-Jui Fu, Xin Eric Wang, Matthew Peterson, Scott Grafton, Miguel Eckstein, William Yang Wang
In particular, we present a model-agnostic adversarial path sampler (APS) that learns to sample challenging paths that force the navigator to improve based on the navigation performance.