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#
Hashtag
#causally
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DiffCATS: Causally Associated Time-Series Generation through Diffusion Models

Giuseppe Masi, Andrea Coletta, Elizabeth Fons, Svitlana Vyetrenko, Novella Bartolini

Action editor: Fabio Stella

https://openreview.net/forum?id=FwC6CyaHop

#causal #causally #temporal

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We forgot
What rot
Can do
Hate
Spewed
Callously
So #causally
Verbs
Became
Poisonous herbs
Taken root
And spoiled
The fruit

#poem

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Modeling Causal Mechanisms with Diffusion Models for Interventional and Counterfactual Queries

Patrick Chao, Patrick Blöbaum, Sapan Kirit Patel, Shiva Kasiviswanathan

Action editor: Varun Kanade

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

#counterfactuals #causal #causally

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