Search Results for author: Zhiyan Zhou

Found 2 papers, 1 papers with code

NeuroMapper: In-browser Visualizer for Neural Network Training

1 code implementation22 Oct 2022 Zhiyan Zhou, Kevin Li, Haekyu Park, Megan Dass, Austin Wright, Nilaksh Das, Duen Horng Chau

We present our ongoing work NeuroMapper, an in-browser visualization tool that helps machine learning (ML) developers interpret the evolution of a model during training, providing a new way to monitor the training process and visually discover reasons for suboptimal training.

Dimensionality Reduction

SkeletonVis: Interactive Visualization for Understanding Adversarial Attacks on Human Action Recognition Models

no code implementations26 Jan 2021 Haekyu Park, Zijie J. Wang, Nilaksh Das, Anindya S. Paul, Pruthvi Perumalla, Zhiyan Zhou, Duen Horng Chau

Skeleton-based human action recognition technologies are increasingly used in video based applications, such as home robotics, healthcare on aging population, and surveillance.

Action Recognition Temporal Action Localization

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