Search Results for author: Xianglin Yang

Found 2 papers, 1 papers with code

Exploring the Evolution of Hidden Activations with Live-Update Visualization

1 code implementation24 May 2024 Xianglin Yang, Jin Song Dong

Monitoring the training of neural networks is essential for identifying potential data anomalies, enabling timely interventions and conserving significant computational resources.

DeepVisualInsight: Time-Travelling Visualization for Spatio-Temporal Causality of Deep Classification Training

no code implementations31 Dec 2021 Xianglin Yang, Yun Lin, Ruofan Liu, Zhenfeng He, Chao Wang, Jin Song Dong, Hong Mei

Moreover, our case study shows that our visual solution can well reflect the characteristics of various training scenarios, showing good potential of DVI as a debugging tool for analyzing deep learning training processes.

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