Shoichi-Hasegawa0628 / summary_paper

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Anomaly Detection in an Open World by a Neuro-symbolic Program on Zero-shot Symbols #47

Open Shoichi-Hasegawa0628 opened 1 year ago

Shoichi-Hasegawa0628 commented 1 year ago

https://openreview.net/forum?id=Bg3ZO3nXJuA

Shoichi-Hasegawa0628 commented 1 year ago

ニューロシンボリックプログラムと視覚言語モデルの統合 ⇒ Neuro-Symbolic + CLIP

パッと見た感じ, 述語論理で定義し,CLIPで画像から出力したP (tool)とP(floor)を合わせた? ↓ (これで接続してるっぽい?)Scallop: From probabilistic deductive databases to scalable differentiable reasoning

・Neural-symbolic computing: An effective methodology for principled integration of machine learning and reasoning. ・From Statistical Relational to Neuro-Symbolic Artificial Intelligence を読まないと分からん