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https://twitter.com/jasonleeinf/status/1306036621301682178it took me 5 years to look at refinement in the discrete space with @jasondeanlee & @elmanmansimov arxiv.org/abs/1802.06901. it took another 2 years to look at refinement in the hybrid space with jason and @raphaelshu aaai.org/Papers/AAAI/20…
https://twitter.com/VectorInst/status/13041764523179827221st&foremost, it was totally my oversight to miss that the keynote speaker lineup was entirely composed of male speakers, including myself, which would've reinforced the lack of diversity and also potentially sent out a wrong sign to many participants and others, in our fields.
https://twitter.com/_willfalcon/status/1301231757124161536@_willfalcon sat down, painstakingly implemented an effective & efficient framework for ML experimentation (which ended up being @PyTorchLightnin), talked with the authors of an ever-growing set of novel, sota, simple, awesome, principled contrastive learning algo.'s, ..
https://twitter.com/rehinged/status/1244705135906840576"A perception metric can be any noun or adjective. The perception metrics are typically selected by the end user" - okay more exact matching of words
https://twitter.com/hillbig/status/11103400307471769602. replay buffer to mitigate the issue of slow mixing and address the large observation space in MCMC (p_model(x)) <= very smart. though, i'm surprised that there's no need for any kind of reweighting here. perhaps 10 steps of langevin dynamics is enough?
https://twitter.com/suchisaria/status/1093037319844753409K' out of (N-K) remaining submission are uniformly sampled at random, and are sent for detailed reviews by M'=2 reviewers. these K' submissions are automatically accepted, and the authors are asked to revise them according to M' detailed reviews. (cont)