Search Results for author: Scott Grafton

Found 3 papers, 2 papers with code

Deep Representations for Time-varying Brain Datasets

1 code implementation23 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.

Attribute Graph Neural Network +1

SSCR: Iterative Language-Based Image Editing via Self-Supervised Counterfactual Reasoning

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.

counterfactual Counterfactual Reasoning

Counterfactual Vision-and-Language Navigation via Adversarial Path Sampling

no code implementations17 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.

counterfactual Counterfactual Reasoning +2

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