[SAIF 2019] Day 1: Panel Discussion (Moderator: Simon Lacoste-Julien) | Samsung

#SAIF #SamsungAIForum For more info, visit our page: #SAIT(Samsung Advanced Institute of Technology): http://smsng.co/sait https://ift.tt/3bi0Ou2 Samsunghttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 10:37PM https://ift.tt/eA8V8J

[SAIF 2019] Day 1: New Perspectives on Generative Adversarial Networks - Simon Lacoste-Julien

Generative Adversarial Networks (GANs) are a popular generative modelling approach known for producing appealing samples, but their theoretical properties are not yet fully understood, and they are notably difficult to train. In the first part of this talk, I will provide some insights on why GANs are a more meaningful framework to model high dimensional data like images than the more traditional maximum likelihood approach, interpreting them as "parametric adversarial divergences" and rooting the analysis with statistical decision theory. In the second part of the talk, I will address the difficulty of training GANs from the optimization perspective by importing tools from the mathematical programming literature. I will survey the "variational inequality" framework which contains most formulations of GANs introduced so far, and present theoretical and empirical results on adapting the standard methods (such as the extragradient method) from this literature to the training of GANs. #SAIF #SamsungAIForum For more info, visit our page: #SAIT(Samsung Advanced Institute of Technology): http://smsng.co/sait https://ift.tt/39j62Uj Samsunghttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 07:38PM https://ift.tt/eA8V8J

[SAIF 2019] Day 1: New Directions in Automatic Text Summarization - Jackie Cheung | Samsung

Automatic text summarization is an important tool for enhancing users' ability to make decisions in the face of overwhelming amounts of data. Key to making this technology useful and practical is to have high-performing systems that work on a variety of texts and settings. However, existing systems are usually developed and tested on standard research benchmarks based on news texts. In this talk, I discuss how current systems exploit biases in these benchmark tasks in order to perform well without deeply understanding the contents of the input. In particular, they heavily exploit the fact that important sentences tend to appear near the beginning of news articles. I present our lab's extractive summarization system, BanditSum, which frames summarization as a contextual bandit problem, and our efforts to induce BanditSum to focus on both the position of a sentence and its contents in making content selection decisions, leading to improved summarization performance. Next, I argue that effective summarization requires advances in abstractive summarization, which analyzes the contents of the source texts in order to generate novel summary sentences. However, existing datasets do not require or support the learning of the type of reasoning and generalization which would demonstrate abstraction's utility. I discuss the ongoing work in my lab in this direction, both from the perspective of analyzing and improving existing abstractive approaches, and from the perspective of developing new datasets and tasks in which abstraction is necessary. #SAIF #SamsungAIForum For more info, visit our page: #SAIT(Samsung Advanced Institute of Technology): http://smsng.co/sait https://ift.tt/2OzRyrz Samsunghttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 07:38PM https://ift.tt/eA8V8J

See the exact moment Moto's Razr breaks after 27,000 folds

Cut straight from our full 4 hour livestream, check out the final moments of Moto's Razr. On the day it came out, we bought it, brought it in to our studio, and folded it with our foldbot. The foldable phone survived only 27,000 of the 100,000 folds we set out to do in our full-day stress test. Subscribe to CNET: https://www.youtube.com/user/CNETTV CNET playlists: https://www.youtube.com/user/CNETTV/playlists Download the new CNET app: https://ift.tt/2fmiQ6l Like us on Facebook: https://ift.tt/1930vfU Follow us on Twitter: https://www.twitter.com/cnet Follow us on Instagram: http://bit.ly/2icCYYm https://ift.tt/2tBwVUx CNEThttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 07:32PM https://ift.tt/eA8V8J

Watch the new Moto Razr break after just 27,000 folds (full livestream with unboxing)

We will have the Motorola Razr in hand, and we're going to unbox it, give our first impressions, and then put it in SquareTrade's famous FoldBot for a few hours. Join Brian Cooley, Lexy Savvides, Chris Parker and other CNET editors for a live first look. We will be taking your questions and trying out the new Razr in real time. Tweet us your questions using the #CNETLive hashtag. Motorola Razr is coming. What you can expect from the first foldable flip phone https://cnet.co/31aMbEf Subscribe to CNET: https://www.youtube.com/user/CNETTV CNET playlists: https://www.youtube.com/user/CNETTV/playlists Download the new CNET app: https://ift.tt/2fmiQ6l Like us on Facebook: https://ift.tt/1930vfU Follow us on Twitter: https://www.twitter.com/cnet Follow us on Instagram: http://bit.ly/2icCYYm #MotorolaRAZR #razr #CNETLive https://ift.tt/2SscFwL CNEThttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 07:32PM https://ift.tt/eA8V8J

Kensington FreshViewâ„¢ Wellness Monitor Stand with Air Purifier

The FreshView Air Purifier utilizes advanced filtration technologies to remove fine particulate matter (PM2.5) and volatile organic compounds (VOCs) to improve indoor air quality. A component of Kensington’s patent-pending WellView Monitor Stands, the FreshView Air Purifier can be used as a personal desktop air purifier or exchanged with the modular units of the CoolView (K55855WW) or WarmView Monitor Stands (K55464NA) to accommodate different seasons, environments, or personal preferences. Designed to support wellness research linking improved air quality with increased employee activity and well-being. ---------------------------------------------------------------------- Connect with us on Social Media: Facebook: https://ift.tt/2QHYnFX Twitter: https://twitter.com/kensington LinkedIn: https://ift.tt/2A2KGfa Instagram: https://ift.tt/2QFHhbG https://ift.tt/2vUYcC1 Kensington The Professionals' Choicehttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 07:35PM https://ift.tt/eA8V8J

Kensington WarmViewâ„¢ Wellness Monitor Stand with Ceramic Heater

Combine the ergonomic benefits of raising your monitor height with the wellness benefits of personal temperature control with the Kensington WarmView™ Wellness Monitor Stand with Ceramic Heater. The steel base elevates your monitor to an optimal viewing height to promote a healthy posture and increase productivity. The integrated personal heater provides safe and quiet heat for a more comfortable workspace. The sleek 2-in-1 patent-pending modular design provides a warmer and more organized workspace within a small desktop footprint. An ideal monitor riser for home offices and modern business environments focused on wellbeing. Supports iMac and external monitors up to 27”. ---------------------------------------------------------------------- Connect with us on Social Media: Facebook: https://ift.tt/2QHYnFX Twitter: https://twitter.com/kensington LinkedIn: https://ift.tt/2A2KGfa Instagram: https://ift.tt/2QFHhbG https://ift.tt/2Sp6Ksn Kensington The Professionals' Choicehttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 07:35PM https://ift.tt/eA8V8J

iPhone 12 rumors: What we REALLY want

Fresh mockups of the iPhone 12 indicate the phone sizes may not be what we expected. Plus, we run through everything we really want in the next iPhone, from better battery life to a lower price. iPhone 12 render from Ben Geskin https://twitter.com/BenGeskin Watch: iPhone 12 might look just like the iPhone 11 https://www.youtube.com/watch?v=wCcbuOM8jVc Subscribe to CNET: https://www.youtube.com/user/CNETTV CNET playlists: https://www.youtube.com/user/CNETTV/playlists Download the new CNET app: https://ift.tt/2fmiQ6l Like us on Facebook: https://ift.tt/1930vfU Follow us on Twitter: https://www.twitter.com/cnet Follow us on Instagram: http://bit.ly/2icCYYm https://ift.tt/39ecBYj CNEThttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 07:32PM https://ift.tt/eA8V8J

Spatial Design Using Projection Mapping

Laser projectors can be used to design a space by bringing context to retail stores. Bridging the gap between physical and online stores and creating customer engagement. https://ift.tt/2OzU7tp Epson Americahttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 04:34PM https://ift.tt/eA8V8J

Projection Mapping using Pro L

Projection mapping on elevator and public entries for experiential and dynamic way finding https://ift.tt/31xem08 Epson Americahttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 04:34PM https://ift.tt/eA8V8J

Kensington Contour(TM) 2.0 Laptop Spinners and Roller

The perfect laptop roller or four-wheeled spinner for mobile professionals. Comfortable, secure, stylish, and durable, the ergonomically designed Contour 2.0 laptop roller and spinners line offers the perfect laptop roller or four-wheeled spinner for mobile professionals. Whether an overnighter, a day-tripper, or a roller designed especially for women, the Contour 2.0 roller and spinners line features a contoured panel that hugs the body and shifts weight closer to the center of gravity. https://ift.tt/37aDH1n Kensington The Professionals' Choicehttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 04:36PM https://ift.tt/eA8V8J

LUMOPlay Interactivity with Epson PowerLite L

Create an interactive surface with any projector for any application. Bring interactivity and engagement to schools, retails or public places. https://ift.tt/2H1TBQS Epson Americahttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 04:34PM https://ift.tt/eA8V8J

Jabber- Troubleshoot Contact Resolution Issues

This video demonstrates how to troubleshoot Contact Resolution issues in Jabber for Windows. Tags: jabber,contact,search,resolution,ldap https://ift.tt/2tAS15j Ciscohttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 04:33PM https://ift.tt/eA8V8J

All day and into the night

Cisco small business solutions are simple, flexible and secure. See how at https://ift.tt/2nYHMV0 https://ift.tt/2S6JZdK Ciscohttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 04:33PM https://ift.tt/eA8V8J

Wireless Access Points for Small Business with captions

Cisco Wireless Access Points for Small Business are simple, flexible and secure. Learn more at https://ift.tt/3bn9YFN https://ift.tt/375zk7A Ciscohttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 04:32PM https://ift.tt/eA8V8J

Webinar: Introducing Cisco Webex Contact Center Enterprise

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Cisco-powered success comes in all sizes

Cisco offers the IT solutions you need to run your small business. See how at https://ift.tt/2qPpw23 https://ift.tt/37ba5ks Ciscohttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 04:32PM https://ift.tt/eA8V8J

Maevex 6100 for Matrox booth HD FINAL

https://ift.tt/31BFFqm TheMatroxGraphicshttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 04:38PM https://ift.tt/eA8V8J

VFX Artist Breaks Down the Best Visual Effects Oscars Nominees | WIRED

Kevin Baillie, Creative Director & Sr. VFX Supervisor for Method Studios, talks through this year's Oscar nominees for Best Visual Effects -- 1917, Avengers: Endgame, The Irishman, The Lion King, and Star Wars: The Rise of Skywalker. Baillie began his career two decades ago as an 18-year-old pre-viz artist on Star Wars: Episode I. Since then, he has worked on Harry Potter, Star Trek and Transfomers movies, among many others. He is a member of the Academy of Motion Pictures Arts and Sciences. Still haven’t subscribed to WIRED on YouTube? ►► http://wrd.cm/15fP7B7 Get more incredible stories on science and tech with our daily newsletter: https://wrd.cm/DailyYT Also, check out the free WIRED channel on Roku, Apple TV, Amazon Fire TV, and Android TV. Here you can find your favorite WIRED shows and new episodes of our latest hit series Tradecraft. ABOUT WIRED WIRED is where tomorrow is realized. Through thought-provoking stories and videos, WIRED explores the future of business, innovation, and culture. VFX Artist Breaks Down the Best Visual Effects Oscars Nominees | WIRED https://ift.tt/372AUqU WIREDhttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 04:42PM https://ift.tt/eA8V8J

Healthcare organization maximizes efficiency in its security operations with Cisco Security

See how NHS Management, a healthcare organization with 50+ skilled nursing and physical rehabilitation facilities, reduced security investigations from days to mere hours with Threat Response and the Cisco Security platform. https://ift.tt/2vdcPjG Ciscohttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 04:32PM https://ift.tt/eA8V8J

iPhone 11 — Night mode — Apple

Take more natural looking photos in low-light with Night mode on iPhone 11 and iPhone 11 Pro. “We Only Come Out At Night” by Smashing Pumpkins https://apple.co/319E22J Explore more features at https://apple.co/2GN2VIj https://ift.tt/2vehSkc Applehttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 04:30PM https://ift.tt/eA8V8J

Planar Transportation Installations Overview

State-of-the-art digital display solutions play a vital role in creating dynamic venue environments that inform, engage and entertain travelers, connecting people to destinations and transforming the dreary wait into an enjoyable part of the journey. https://ift.tt/2S4548F planarsystemshttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 04:39PM https://ift.tt/eA8V8J

Introduction to the imagePROGRAF PRO Series Large Format Printers (One Minute Video)

The PRO Series printers were designed to exceed expectations for image quality and color consistency in a large format printer. The use of a 1.28-inch wide 12-channel integrated compact print head, LUCIA PRO ink set plus Chroma Optimizer, a high-precision mechanical platform and the L-COA PRO high-speed image processing engine achieves a balance between exceptional print quality and speed. Bring your prints to life with the imagePROGRAF PRO Series. https://ift.tt/2OAILpf CanonUSAhttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 04:32PM https://ift.tt/eA8V8J

Samsung's Galaxy S20 event: What to expect

We're less than a week away from Samsung's Unpacked event on February 11th, and, as in previous years, there's been a deluge of pre-release leaks and reports detailing almost every aspect of the company's upcoming devices. We expect Samsung to announce new Galaxy S-series phones alongside a clamshell foldable as well as several other devices. The company may also provide us with a release date for the Galaxy Home. Here's everything we know so far about the products Samsung will likely announce at the event. Read our full story on Engadget: https://ift.tt/2UwzZfM Get More Engadget: • Like us on Facebook: https://ift.tt/1k1iCZT • Follow us on Twitter: http://www.twitter.com/engadget • Follow us on Instagram: https://ift.tt/1k1iCZV • Read more: http://www.engadget.com https://ift.tt/38gIX4w Engadgethttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 10:34AM https://ift.tt/eA8V8J

Cisco Tetration Security Dashboard and Forensics

Learn about the security dashboard and the associated forensic events and capabilities in Tetration. Learn more at https://ift.tt/2SlvPV9 https://ift.tt/2Uu2Z7F Ciscohttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 10:32AM https://ift.tt/eA8V8J

Cisco Tetration: Alerting

Learn about Tetration alerting functionality and how to manage it. Find out more at https://ift.tt/2SlvPV9 https://ift.tt/385JRkw Ciscohttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 10:32AM https://ift.tt/eA8V8J

Cisco Tetration Container Enforcement

This technical video covers container enforcement, with a specific focus on containers running on top of Kubernetes. See more information at https://ift.tt/2SlvPV9 https://ift.tt/2OA9Bh7 Ciscohttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 10:32AM https://ift.tt/eA8V8J

Starting your own startup

Tonya Hall talks to Yancey Strickler, co-founder of Kickstarter and author, about the process of starting Kickstarter and the unexpected issues that popped up along with ways to work around those inconveniences. FOLLOW US - Subscribe to ZDNet on YouTube: http://bit.ly/2HzQmyf - Watch more ZDNet videos: http://zd.net/2Hzw9Zy - Follow ZDNet on Twitter: https://twitter.com/ZDNet - Follow ZDNet on Facebook: https://ift.tt/HTo56y - Follow ZDNet on Instagram: https://ift.tt/2uzbrar - Follow ZDNet on LinkedIn: https://ift.tt/2zZLH7a... - Follow ZDNet on Snapchat: https://ift.tt/2Ystmu7 https://ift.tt/2GWQw4F ZDNethttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 10:42AM https://ift.tt/eA8V8J

Samsung Galaxy S20 preview: All the expected business features

As Samsung Unpacked 2020 approaches, ZDNet's Larry Dignan and TechRepublic's Bill Detweiler talk about all the features they expect -- and hope -- to see from Samsung, including the new S20, 5G capabilities, camera enhancements, and what the future of foldable phones look like. Read more: https://zd.net/2UwDgeT FOLLOW US - Subscribe to ZDNet on YouTube: http://bit.ly/2HzQmyf - Watch more ZDNet videos: http://zd.net/2Hzw9Zy - Follow ZDNet on Twitter: https://twitter.com/ZDNet - Follow ZDNet on Facebook: https://ift.tt/HTo56y - Follow ZDNet on Instagram: https://ift.tt/2uzbrar - Follow ZDNet on LinkedIn: https://ift.tt/2zZLH7a... - Follow ZDNet on Snapchat: https://ift.tt/2Ystmu7 https://ift.tt/2SlSGjC ZDNethttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 07:41AM https://ift.tt/eA8V8J

Downgrade Your Smartphone With GOOGLE ENVELOPE | Future Blink

Designed for the Google Pixel 3A, Envelope is a case that makes your phone less distracting. While your smartphone is in the envelope, you’ll only be able to call people or have the phone tell time for you. Mashable is your source for the latest in tech, culture, and entertainment. Subscribe to Mashable: https://bit.ly/2DR64oM Watch more episodes of “Future Blink”: http://bit.ly/2NI1AFz Follow us: Check out www.mashable.com Facebook: https://ift.tt/2I7KIYV Twitter: https://ift.tt/2IgAQIf Instagram: https://ift.tt/2QP2e5G #google #mwc #smartphone https://ift.tt/2vX39uf Mashablehttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 07:37AM https://ift.tt/eA8V8J

RaiJintek - DESIGNED IN GERMANY, MADE IN TAIWAN - RJK'S SAMOS 5700's GPU DIY BLOCK ALL COPPER

NEW HIGH END HARDWARE FOR EVERYBODY SAMOS series product, RAIJINTEK’s GPU Water Block for 5700 series Graphics card, a high-performance full-cover water block for AMD Radeon™ RX 5700 Series VGA’s.The cold plate itself uses full copper to cover entire graphic card, directly cools the GPU, RAM, and VRM, cold plate base is manufactured by CNC in 0.5mm internal fin construction, and 12mm thickness transparent Acrylic cover. Build-in G1/4 threaded, and universal mounting mechanism, easy installation and micro-channel structure and also comes with a 4-pin 5V addressable RGB LED strip, it’s compatible with all popular 5v RGB sync technologies from all major motherboards. With this efficient water cooling, it will provide higher boost clocks, more performance during gaming and user friendly for custom PC builders too. https://ift.tt/38850dO RaiJintekhttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 04:38AM https://ift.tt/eA8V8J

AI Dog Training Game App | Future Blink

Developed by a Copenhagen-based team of engineers, Go Dogo is an artificially intelligent, interactive training game on TV for your dogs. Mashable is your source for the latest in tech, culture, and entertainment. Subscribe to Mashable: https://bit.ly/2DR64oM Watch more episodes of “Future Blink”: http://bit.ly/2NI1AFz Follow us: Check out www.mashable.com Facebook: https://ift.tt/2I7KIYV Twitter: https://ift.tt/2IgAQIf Instagram: https://ift.tt/2QP2e5G #Dogs #ArtificialIntelligence #Games https://ift.tt/2Oy8K0l Mashablehttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 04:37AM https://ift.tt/eA8V8J

Razer Chroma RGB Integration | Black Desert Online

As you embark on The Great Expedition, enhance your voyage in Black Desert Online with Razer Chroma integration. From your Black Spirit’s Rage meter to enhancements and level ups, it’s time to let your battlestation be part of the journey. Check out the Razer Chroma Workshop for more: https://ift.tt/2ep2h9b SUBSCRIBE and get hooked up with exclusive content, codes. and giveaways. http://www.youtube.com/subscription_center?add_user=cultofrazer Keep with the Cult: https://ift.tt/GUlBQr http://www.twitter.com/razer https://ift.tt/2yrcme5 https://ift.tt/1jVFkG2 http://www.razer.com https://ift.tt/2Sm1l5A R Λ Z Ξ Rhttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 04:39AM https://ift.tt/eA8V8J

Is This A DEMON PIG Or A DOG? | Mashable News

Forget "The Dress," what on earth is going on in this picture? Mashable is your source for the latest in tech, culture, and entertainment. Subscribe to Mashable: https://bit.ly/2DR64oM Follow us: Check out www.mashable.com Facebook: https://ift.tt/2I7KIYV Twitter: https://ift.tt/2IgAQIf Instagram: https://ift.tt/2QP2e5G https://ift.tt/3b8ZBVI Mashablehttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 01:37AM https://ift.tt/eA8V8J

EonView Introduction - A Smart Client Utility Software for Easy File Sharing

EonView is desktop utility that connect to Infortrend’s shared media storage—EonStor GS/GSe/GSe Pro/CS storage systems. It is a client-based utility for Windows and macOS workstations. Once connected to the storage system, the clients installed with EonView can automatically detect the IP address of storage, then they will identify the user credentials, and the assigned shared folders for each editor will be automatically mounted. This step simplifies the complexities of storage system deployment and network settings, and, therefore, allows users to focus more on video editing and creation. EonStor CS/GS/GSe for media collaboration EonStor GS/GSe/GSe Pro for file sharing More Information Office Shared Storage: https://ift.tt/37YOgph Media Shared Storage: https://ift.tt/2GVag8N https://ift.tt/389QtOY Infortrendhttp://ifttt.com/images/no_image_card.pngFebruary 06, 2020 at 01:34AM https://ift.tt/eA8V8J