Neural Information Processing Systems http://nips.cc/

In this work, we propose a novel and surprisingly simple routing strategy called self-routing, where each capsule is routed independently by its subordinate routing network. Therefore, the agreement between capsules is not required anymore, but both poses and activations of upper-level capsules are obtained in a way similar to Mixture-of-Experts. Our experiments on CIFAR10, SVHN, and SmallNORB showthat the self-routing performs more robustly against white-box adversarial attacks and affine transformations, requiring less computation.

The astonishing moment Scott Bessent returns to interview noticeably shaken after'Situation Room' call from Trump Kylie Jenner's total humiliation in Hollywood: Derogatory rumor leaves her boyfriend's peers'laughing at her' behind her back'Awakening' of terrorist sleeper cells sparks World Cup PANIC: Undercover officer reveals'once in 25 year' threat... and America's'Achilles heel' Trump's Iran war death toll climbs to 13 after all crew onboard US refueling plane died in crash Mother reveals awful sight that greeted her when she opened Walmart in-store oven to find daughter, 19, baked to death inside... and denies suggestions it was suicide Recall of cream cheeses upgraded to most serious risk over contamination with deadly bacteria... 'reasonable probability of death' San Francisco's most iconic mansion is bought by ALGERIAN government for $10m Iran-linked cyberattack on US is'first drop of blood' as experts reveal alarming new threat to homeland I've spent 25 years treating patients with autism. This is the truth about the condition that many people don't want to hear: DR MAX PEMBERTON Alexander brothers' alleged HIGH SCHOOL rape video: Classmates speak out on sickening footage... as creepy unseen photos are exposed Airfares have already doubled on key routes and are getting worse - here's when to book to avoid the worst prices I was pregnant when I discovered my husband was cheating with my male doctor. I still let him deliver our baby... our arrangement may shock you Maker of Mounjaro writes scathing letter to warn of dangerous'chemical reactions' in knock-off versions of weight-loss drug Cher's son Chaz Bono weds'love of my life' Shara Blue Mathes in front of famous mom in Hollywood Mysterious'Trump' airships appearing in 100-year-old sketchbooks sparks'time traveler' theories A wild theory claims President Donald Trump may be a time traveler, with clues scattered through art and literature for more than a century. Sketches of futuristic aircraft drawn by artist Charles Dellschau, a Prussian immigrant who came to the US in 1850 and died in 1923, mysteriously contain the word'TRUMP' and even featured the number 47 - the number of presidents the US has had. Before his death, Dellschau created depictions of fantastical flying machines that he called'aeros,' which often resembled a mix of early airships, balloons and primitive airplanes.

The astonishing moment Scott Bessent returns to interview noticeably shaken after'Situation Room' call from Trump Kylie Jenner's total humiliation in Hollywood: Derogatory rumor leaves her boyfriend's peers'laughing at her' behind her back'Awakening' of terrorist sleeper cells sparks World Cup PANIC: Undercover officer reveals'once in 25 year' threat... and America's'Achilles heel' Trump's Iran war death toll climbs to 13 after all crew onboard US refueling plane died in crash Mother reveals awful sight that greeted her when she opened Walmart in-store oven to find daughter, 19, baked to death inside... and denies suggestions it was suicide Recall of cream cheeses upgraded to most serious risk over contamination with deadly bacteria... 'reasonable probability of death' San Francisco's most iconic mansion is bought by ALGERIAN government for $10m Iran-linked cyberattack on US is'first drop of blood' as experts reveal alarming new threat to homeland I've spent 25 years treating patients with autism. This is the truth about the condition that many people don't want to hear: DR MAX PEMBERTON Alexander brothers' alleged HIGH SCHOOL rape video: Classmates speak out on sickening footage... as creepy unseen photos are exposed Airfares have already doubled on key routes and are getting worse - here's when to book to avoid the worst prices I was pregnant when I discovered my husband was cheating with my male doctor. I still let him deliver our baby... our arrangement may shock you Maker of Mounjaro writes scathing letter to warn of dangerous'chemical reactions' in knock-off versions of weight-loss drug Cher's son Chaz Bono weds'love of my life' Shara Blue Mathes in front of famous mom in Hollywood A powerful'megastorm' set to slam a large swatch of the US could ultimately rank among the most impactful weather events of the year so far. The sprawling system is forecast to sweep from the central Plains into the Midwest and East between Sunday and Monday, bringing widespread travel disruptions and power outages . Blizzard conditions could hit parts of Wisconsin, Michigan, Iowa, northern Illinois and southeastern Minnesota, where forecasters warned that heavy snow and fierce winds may create dangerous whiteout conditions.

Exploiting the short-sighted gradients should be balanced with adequate explorations.

Neural Information Processing Systems http://nips.cc/

Neural Information Processing Systems http://nips.cc/

Trump says Putin may be helping Iran'a bit' US President Donald Trump has said he believes that Vladimir Putin and Russia are helping Iran a bit amid the conflict with the US and Israel. In an interview with Fox News, Trump acknowledged that the US also helps Ukrainian forces as they battle with Russian forces. According to some US media reports, Russia has been sharing the location of US military forces with Iran that could help guide missile and drone attacks across the Middle East. On Thursday, US Special Envoy for the Middle East Steve Witkoff said that Russia's government had assured the Trump administration that it was not providing intelligence to the Iranian government in Tehran. Asked by Fox about the potential of Russian intelligence being shared with Iran, Trump said that I think he [Putin] may be helping them a bit, yeah.

Zero-shot learning (ZSL) aims to recognize unseen object classes without any training samples, which can be regarded as a form of transfer learning from seen classes to unseen ones. This is made possible by learning a projection between a feature space and a semantic space (e.g.

Scammers are using Apple iPhone Calendar subscriptions to send phishing alerts directly to users' devices, Kurt "CyberGuy" Knutsson writes.