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Comedian Bert Kreischer says blood clot scare may have saved him from dying in a tour bus fire
Comedian Bert Kreischer revealed how suffering a terrifying medical ordeal may have saved his life. In early January, the 53-year-old "Free Bert" star went to the emergency room after severe leg pain woke him up in the middle of the night. At the hospital, doctors found a significant blood clot behind Kreischer's knee and then discovered additional clots in his lungs.
Layer-wise Derivative Controlled Networks Achieve Competitive Accuracy and Gradient Stability Across Data Regimes
Announce Type: new Abstract: Derivative-controlled networks based on ChainzRule (CR) combine cubic polynomial layers with a lightweight forward-mode per-layer Jacobian penalty (DREG). In this second paper of a multi-part series, we evaluate the generalization properties of CR across data regimes. We ablate the shape of the DREG coefficient schedule, demonstrating that the optimal annealing range depends on representation noise.
Ahoy, DECmate II the little PDP-8 that could
Now, that's a lot of word processing. But under the hood it's still at least PDP-8 adjacent, even considering its oddities and incompatibilities, and you can make it do many of the things a full-size Eight can. We'll take this basic unit, convert the floppy drives to solid state, tap the video output, and put it through its paces.
Typhoon: Towards an Effective Task-Specific Masking Strategy for Pre-trained Language Models
arXiv:2303.15619v2 Announce Type: replace Abstract: The choice of \emph{which} tokens to mask is a central, under-examined design decision in masked language modeling (MLM). Standard pretraining masks tokens uniformly at random, but several studies show that more informative masking targets can improve downstream performance. We study masking as a \emph{task-adaptive} component of the fine-tuning pipeline and introduce \textbf{Typhoon}, a masking strategy that uses the gradient of the task...
How the USMNT went from embarrassment in Italy to ...
As the FIFA World Cup arrives on North American shores this month, confidence in the U.S. men's national team has never been higher. Mauricio Pochettino's team is littered with UEFA Champions League regulars, stars who have lifted trophies across Europe's Big Five leagues, and champions of this country's domestic league. But American soccer's outlook wasn't always so rosy.