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Self-SupervisedGenerativeAdversarialCompression

Neural Information Processing Systems

Somemodelcompression methods have been successfully applied to image classification and detection or language models, but there has been very little work compressing generative adversarial networks(GANs) performing complextasks.








Musk cuts Starlink access for Russian forces - giving Ukraine an edge at the front

BBC News

Evidence is mounting that Elon Musk's decision to deny Russian forces access to his Starlink satellite-based internet service has blunted Moscow's advance, caused confusion among Russian soldiers and handed an advantage to Ukraine's defenders. And what can Ukraine's military achieve in the meantime? The Russians lost their ability to control the field, a Ukrainian drone operator who goes by the callsign Giovanni told us. I think they lost 50% of their capacity for offence, he said. That's what the numbers show.



569ff987c643b4bedf504efda8f786c2-AuthorFeedback.pdf

Neural Information Processing Systems

Therefore, we do not13 expect that alternativelearning algorithms likeA2C orDQN would reveal interesting insights into the dynamics of14 ourenvironment. R5: You state we did a reasonably good job in describing the tasks and environment to someone unfamiliar with48 NetHack andthatwesubmitted awellwrittenmanuscript. Without specifics astowhy,wecan only say that50 we patently disagree: Throughout the paper, we make a detailed argument as to the benefits of NLE over popular51 benchmarkenvironments.