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Thu Aug 10 07:30 AM -- 07:40 AM (KST)
Opening remark
In Workshop on Visualization for Deep Learning
Thu Aug 10 07:40 AM -- 08:20 AM (KST)
Becoming friends with every pixel, Phillip Isola (UC Berkeley)
In Workshop on Visualization for Deep Learning
Thu Aug 10 08:20 AM -- 08:40 AM (KST)
SmoothGrad: removing noise by adding noise Daniel Smilkov, Nikhil Thorat, Been Kim, Fernanda Viegas, Martin M Wattenberg
In Workshop on Visualization for Deep Learning
Thu Aug 10 08:40 AM -- 09:00 AM (KST)
Towards Visual Explanations for Convolutional Neural Networks via Input Resampling, Benjamin J Lengerich, Sandeep Konam, Eric Xing, Stephanie Rosenthal, Manuela Veloso
In Workshop on Visualization for Deep Learning
Thu Aug 10 09:00 AM -- 09:30 AM (KST)
Coffee Breaks and Poster session
In Workshop on Visualization for Deep Learning
Thu Aug 10 09:00 AM -- 09:30 AM (KST)
Coffee Breaks and Poster session 1
In Workshop on Visualization for Deep Learning
Thu Aug 10 09:30 AM -- 10:00 AM (KST)
Understanding Generative Models in Google Brain Magenta, Cinjon Resnick (Google)
In Workshop on Visualization for Deep Learning
Thu Aug 10 10:00 AM -- 10:15 AM (KST)
Deep saliency: What is learnt by a deep network about saliency? Sen He, Nicolas Pugeault
In Workshop on Visualization for Deep Learning
Thu Aug 10 10:15 AM -- 10:45 AM (KST)
Self-supervised attention for Deep Learning explanations, Nathan Hodas, (PNL)
In Workshop on Visualization for Deep Learning
Thu Aug 10 10:45 AM -- 11:00 AM (KST)
Skip-Frame Embeddings for Feature Adaptation and Visualization, Zain Shah
In Workshop on Visualization for Deep Learning
Thu Aug 10 11:00 AM -- 01:00 PM (KST)
Lunch Breaks
In Workshop on Visualization for Deep Learning
Thu Aug 10 01:00 PM -- 01:40 PM (KST)
Quantifying the Interpretability of Deep Visual Representations, Bolei Zhou (MIT)
In Workshop on Visualization for Deep Learning
Thu Aug 10 01:40 PM -- 02:00 PM (KST)
Visualizing Feature Maps in Deep Neural Networks using DeepResolve - A Genomics Case Study, Ge Liu, David Gifford
In Workshop on Visualization for Deep Learning
Thu Aug 10 02:00 PM -- 02:30 PM (KST)
Coffee Breaks and Poster session 2
In Workshop on Visualization for Deep Learning
Thu Aug 10 02:30 PM -- 03:00 PM (KST)
Visual Explanations from Deep Networks, Dhruv Batra (Georgia Tech and Facebook AI Research)
In Workshop on Visualization for Deep Learning
Thu Aug 10 03:00 PM -- 03:20 PM (KST)
Evolutionary Visual Analysis of Deep Neural Networks, Wen Zhong, Cong Xie, Yuan Zhong, Yang Wang, Wei Xu, Shenghui Cheng, Klaus Mueller
In Workshop on Visualization for Deep Learning
Thu Aug 10 03:20 PM -- 03:50 PM (KST)
ActiVis: Visual Exploration of Industry-Scale Deep Neural Network Models, Pierre Andrews (Facebook)
In Workshop on Visualization for Deep Learning
Thu Aug 10 03:50 PM -- 04:30 PM (KST)
Brainstorming on deep learning visualization techniques and tools
In Workshop on Visualization for Deep Learning
Thu Aug 10 04:30 PM -- 04:35 PM (KST)
Closing remark
In Workshop on Visualization for Deep Learning