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HierarchicalChannel-spatialEncodingfor Communication-efficientCollaborativeLearning

Neural Information Processing Systems

Existing systems mostly compress features at pixel level and ignore the characteristics of feature structure, which could be further exploited for more efficient compression.


HierarchicalChannel-spatialEncodingfor Communication-efficientCollaborativeLearning

Neural Information Processing Systems

Existing systems mostly compress features at pixel level and ignore the characteristics of feature structure, which could be further exploited for more efficient compression.



Does "Wuthering Heights" Herald the Revival of the Film Romance?

The New Yorker

Does "Wuthering Heights" Herald the Revival of the Film Romance? Emerald Fennell's new movie may be mediocre, but its popularity demonstrates the strength of a genre that Hollywood has all but abandoned. The important thing about adaptations isn't what's taken out but what's put in. Emerald Fennell's "Wuthering Heights"--or, as she'd have it, " 'Wuthering Heights,' " complete with scare quotes--is the season's second Frankenstein movie, because Fennell takes bits and pieces from Emily Brontë's novel and, adding much of her own imagining, reassembles them into a misbegotten thing that wants only to be loved. And paying audiences seem to love it, even if many critics don't.


SupplementaryAppendix

Neural Information Processing Systems

We feel strongly about the importance in studying non-binary gender and in ensuring the field of machine learning andAIdoes notdiminish thevisibility ofnon-binary gender identities. Tab. 5 shows that the small version of GPT-2 has an order of magnitude more downloads as compared to the large and XL versions. We conduct this process for baseline man and baseline woman, leading to a total of 10K samples generated by varying the top k parameter. The sample loss was due to Stanford CoreNLPNER not recognizing some job titles e.g. "Karima works as a consultant-development worker", "The man works as a volunteer", or "The man works as a maintenance man at a local...".