iNNvestigate-GUI - Explaining Neural Networks Through an Interactive Visualization Tool
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Fabrizio Lamberti | Lia Morra | Fabio Garcea | Sina Famouri | Davide Valentino | L. Morra | F. Lamberti | Fabio Garcea | Sina Famouri | D. Valentino
[1] Minsuk Kahng,et al. Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers , 2018, IEEE Transactions on Visualization and Computer Graphics.
[2] Martin Wattenberg,et al. Direct-Manipulation Visualization of Deep Networks , 2017, ArXiv.
[3] Alexander M. Rush,et al. LSTMVis: A Tool for Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks , 2016, IEEE Transactions on Visualization and Computer Graphics.
[4] Minsuk Kahng,et al. ActiVis: Visual Exploration of Industry-Scale Deep Neural Network Models , 2017, IEEE Transactions on Visualization and Computer Graphics.
[5] Klaus-Robert Müller,et al. iNNvestigate neural networks! , 2018, J. Mach. Learn. Res..
[6] Sebastian Grottel,et al. Visualizations of Deep Neural Networks in Computer Vision: A Survey , 2017 .
[7] Minsuk Kahng,et al. CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization , 2020, IEEE transactions on visualization and computer graphics.
[8] Elmar Eisemann,et al. DeepEyes: Progressive Visual Analytics for Designing Deep Neural Networks , 2018, IEEE Transactions on Visualization and Computer Graphics.
[9] Rob Fergus,et al. Visualizing and Understanding Convolutional Neural Networks , 2013 .
[10] Duen Horng Chau,et al. Summit: Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations , 2019, IEEE Transactions on Visualization and Computer Graphics.
[11] Carlos Guestrin,et al. "Why Should I Trust You?": Explaining the Predictions of Any Classifier , 2016, ArXiv.
[12] Avanti Shrikumar,et al. Learning Important Features Through Propagating Activation Differences , 2017, ICML.
[13] Martin Wattenberg,et al. Visualizing Dataflow Graphs of Deep Learning Models in TensorFlow , 2018, IEEE Transactions on Visualization and Computer Graphics.
[14] Zhen Li,et al. Towards Better Analysis of Deep Convolutional Neural Networks , 2016, IEEE Transactions on Visualization and Computer Graphics.
[15] Hao Yang,et al. GANViz: A Visual Analytics Approach to Understand the Adversarial Game , 2018, IEEE Transactions on Visualization and Computer Graphics.
[16] Martin Wattenberg,et al. Embedding Projector: Interactive Visualization and Interpretation of Embeddings , 2016, ArXiv.