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AI startup的未來潛力

Sep 20, 20201 min read

全文連結：https://techcrunch.com/2020/04/06/why-ai-startups-economics-will-likely-improve-over-time/ Image source:...

AI startup的未來潛力

AI-powered聊天機器人的商業戰略地位

Sep 15, 20201 min read

全文連結：https://techcrunch.com/2020/09/04/brands-that-hyper-personalize-will-win-the-next-decade/ “always-on and empathetic” communication robots shift...

AI-powered聊天機器人的商業戰略地位

Adversarial Attack on Community Detection by Hiding Individuals

Sep 2, 20202 min read

paper link:...

Adversarial Attack on Community Detection by Hiding Individuals

Interpretable Convolutional Neural Networks

Aug 2, 20202 min read

paper link: https://openreview.net/pdf?id=BJxWx0NYPr Spotlight in CVPR 2018 可解釋人工智慧（Explainable AI，或縮寫為 XAI）這個研究領域所關心的是，如何讓人類瞭解人工智慧下判斷的理由。在 2016 年...

Interpretable Convolutional Neural Networks

Adaptive Structural Fingerprints for Graph Attention Networks

Mar 30, 20202 min read

paper link: https://openreview.net/pdf?id=BJxWx0NYPr Published as a poster in ICLR 2020 一言以敝之，這篇提出一種同時考慮到node feature和結構feature的方法來計算attention...

Adaptive Structural Fingerprints for Graph Attention Networks

Self-Attention Graph Pooling

Mar 13, 20201 min read

paper link: https://arxiv.org/abs/1904.08082 發表於 ICML 2019 一言以敝之，這篇paper藉由在GCN公式加上一trainable attention參數（attention mask），來做到同時考慮node features and...

Self-Attention Graph Pooling