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Expressing an Image Stream with a Sequence of Natural Sentences

Neural Information Processing Systems

We propose an approach for retrieving a sequence of natural sentences for an image stream. Since general users often take a series of pictures on their special moments, it would better take into consideration of the whole image stream to produce natural language descriptions. While almost all previous studies have dealt with the relation between a single image and a single natural sentence, our work extends both input and output dimension to a sequence of images and a sequence of sentences. To this end, we design a multimodal architecture called coherent recurrent convolutional network (CRCN), which consists of convolutional neural networks, bidirectional recurrent neural networks, and an entity-based local coherence model. Our approach directly learns from vast user-generated resource of blog posts as text-image parallel training data. We demonstrate that our approach outperforms other state-of-the-art candidate methods, using both quantitative measures (e.g.


'Hey, Disney' voice assistant comes to Disneyland in 2022

Engadget

You won't have to book a trip to Florida to try Disney's Amazon-based voice assistant. Disney has revealed that "hey, Disney" is coming to Disneyland hotel rooms sometime in 2022. As in Walt Disney World, it'll be available alongside Alexa in your room's Echo speaker and handle request ranging from amenities through to stories and jokes. Guests will also see some more technology when they're visiting the park itself, as MagicBand wearables will also reach Disneyland in 2022. You can use the wristband to enter the park, make purchases and otherwise go touch-free, but they'll also use a mix of lights, haptic feedback and gesture control to enliven your experiences in certain areas.


Is Disney's Avengers Campus worth an hours-long wait? Our expert advice

Los Angeles Times

In the Marvel Cinematic Universe, the so-called normal people are often nonessential. We get in the way, we muck things up, we need help, we get turned to dust and in the case of last year's "WandaVision," we mortals exist mostly to be playthings for those with powers. Disney California Adventure's Avengers Campus aims to flip the script. Superheroes, they're just like us, the land argues. They get captured, they need our help, they make mistakes and sometimes they just have to do dreary, daily work.


At Disney's Avengers Campus, a moving Black Panther moment of silence and Spider-Man webs

Los Angeles Times

This morning I walked through a new land at Disney California Adventure -- the first proper space dedicated to the Marvel Cinematic Universe in one of Disney's North American parks -- and what I remember most is a moment of silence, a collective pause clearly dedicated to the late Chadwick Boseman, the star of "Black Panther." Avengers Campus, opening Friday in Anaheim, boasts a new interactive ride and a glossy, silver airship. But what truly contrasts the land with others in the Disney parks is its devotion to theater, its embrace of the present and its lack of fear of the so-called "real world." Here, you may not mind standing in lines for food or rides -- or maybe you'll mind a little less -- because you might catch the royal female guards from the world of "Black Panther." When the battle spear-equipped warriors known as the Dora Milaje make an entrance, it's safe to say audiences will stop and pay attention.


A legendary, yet mostly forgotten theme park ride rises from the grave at Knott's Berry Farm

Los Angeles Times

Robotics, digital trickery, trackless rides -- modern theme parks are full of technological innovations. Rolly Crump, the 91-year-old designer who helped shape It's a Small World, the Enchanted Tiki Room and the Haunted Mansion at Disneyland, has his share of myth-making tales as well. He's one of the few surviving ex-Disney staffers who not only knew Walt Disney but also enjoyed a somewhat close relationship with him. When it comes to the creative process, he can be blunt -- myth-shattering, if you will. Consider this Crump insight: Sometimes the best theme park rides are built on lots of beer, probably even more marijuana and large purchases of pantyhose. Now, Crump's influence can be seen in a new ride at Knott's Berry Farm that's based on an old ride at Knott's Berry Farm. Knott's Bear-y Tales: Return to the Fair is an adorable, video-game like animated romp with cartoon critters and lots of pies -- a respectful and nostalgic 2021 endeavor that livens up the park by celebrating its history.


Disneyland's reopening: Why it matters and what to pay attention to when you return

Los Angeles Times

After a year in which the world came to a halt and so many experienced some form ofpain, stress or grief, perhaps a theme park that can charge more than $150 per ticket would be seen as ... frivolous? Yet if early demand, hype and talk are any indication, one of our most treasured experiences is the great American theme park. And the original Disneyland, just a few months shy of its 66th birthday, still stands as our preeminent example. Deeply embedded with a playful and sunny Southern California leisure lifestyle, Disneyland for locals is a habitual, cross-generational hangout -- as much a tradition as baseball's opening day or a hike to the Hollywood sign. When Disneyland re-opens today after 13 months of closure -- essentially its second grand opening after July 1955 -- it will do so as a Californians-only locale due to pandemic restrictions.


NAREOR: The Narrative Reordering Problem

arXiv.org Artificial Intelligence

We propose the task of Narrative Reordering(NAREOR) which involves rewriting a given story in a different narrative order while preserving its plot, semantic, and temporal aspects. We present a dataset, NAREORC, with over 1000 human rewritings of stories within ROCStories in non-linear orders, and conduct a detailed analysis of it. Further, we propose novel initial task-specific training methods and evaluation metrics. We perform experiments on NAREORC using GPT-2 and Transformer models and conduct an extensive human evaluation. We demonstrate that NAREOR is a challenging task with potential for further exploration.


Meet the computer scientist using artificial intelligence to help 140,000 paying customers plan the perfect Disney vacation

#artificialintelligence

I have an alarm set for 3 a.m. on Sunday morning, which is the earliest that we can start making restaurant reservations for our trip. There's even a spreadsheet with all the restaurants we want to visit, as meticulously researched from videos and handy guides from places like Disney Food Blog and WDW Prep School. So I was more than receptive when someone recommended that I check out TouringPlans.com It's a premium service, with subscriptions priced starting at $16 per year. It has seven full-time employees on the staff, and 12 part-time employees, says Testa, as well as a business in publishing "Unofficial Guides" to Disney World, Disneyland, and other popular tourist destinations.


Meet the computer scientist using artificial intelligence to help 140,000 paying customers plan the perfect Disney vacation

#artificialintelligence

I have an alarm set for 3 a.m. on Sunday morning, which is the earliest that we can start making restaurant reservations for our trip. There's even a spreadsheet with all the restaurants we want to visit, as meticulously researched from videos and handy guides from places like Disney Food Blog and WDW Prep School. So I was more than receptive when someone recommended that I check out TouringPlans.com-- a site that uses complex algorithms to help you plan the perfect vacation at Disney World, Disneyland, or a handful of other theme parks like Universal Studios Orlando. It's a premium service, with subscriptions priced starting at $16 per year. It has seven full-time employees on the staff, and 12 part-time employees, says Testa, as well as a business in publishing "Unofficial Guides" to Disney World, Disneyland, and other popular tourist destinations.