Uber has traditionally been associated with its ride-hailing services, but the company wants its cars to head skyward next. Uber highlighted its plans to develop and test cars that are capable of vertically taking off and landing -- commonly referred to as VTOLs -- by 2020 at a press conference Tuesday. The ridesharing company has partnered with city officials in Dubai and Dallas for its initiative, Reuters reported. In the short-term, Uber hopes to have VTOLs that could run electrically and be quiet enough to use within cities. With flying cars, the hope for Uber is that they could both cut down on the time and cost needed to transport users from one place to another.

Trajectory analysis is essential in many applications. In this paper, we address the problem of representing motion trajectories in a highly informative way, and consequently utilize it for analyzing trajectories. Our approach first leverages the complete information from given trajectories to construct a thermal transfer field which provides a context-rich way to describe the global motion pattern in a scene. Then, a 3D tube is derived which depicts an input trajectory by integrating its surrounding motion patterns contained in the thermal transfer field. The 3D tube effectively: 1) maintains the movement information of a trajectory, 2) embeds the complete contextual motion pattern around a trajectory, 3) visualizes information about a trajectory in a clear and unified way. We further introduce a droplet-based process. It derives a droplet vector from a 3D tube, so as to characterize the high-dimensional 3D tube information in a simple but effective way. Finally, we apply our tube-and-droplet representation to trajectory analysis applications including trajectory clustering, trajectory classification & abnormality detection, and 3D action recognition. Experimental comparisons with state-of-the-art algorithms demonstrate the effectiveness of our approach.

Word embeddings provide point representations of words containing useful semantic information. We introduce multimodal word distributions formed from Gaussian mixtures, for multiple word meanings, entailment, and rich uncertainty information. To learn these distributions, we propose an energy-based max-margin objective. We show that the resulting approach captures uniquely expressive semantic information, and outperforms alternatives, such as word2vec skip-grams, and Gaussian embeddings, on benchmark datasets such as word similarity and entailment.

We introduce an attention-based Bi-LSTM for Chinese implicit discourse relations and demonstrate that modeling argument pairs as a joint sequence can outperform word order-agnostic approaches. Our model benefits from a partial sampling scheme and is conceptually simple, yet achieves state-of-the-art performance on the Chinese Discourse Treebank. We also visualize its attention activity to illustrate the model's ability to selectively focus on the relevant parts of an input sequence.

AeroMobil released its flying car for consumer orders. As expected, the price tag will be hefty and you'll have to wait for a while before it comes home with you. In this conceptual sketch, a vertical take off and landing craft hovers above the skyline of Dallas, one of Uber's new partners aiming to develop a flying car network by 2020. SAN FRANCISCO -- Uber is targeting 2020 for a demonstration of ride-hailing technology that will take to the skies. The on-demand car service company -- facing a leadership crisis and lawsuits over its business practices -- announced Tuesday at its Elevate Summit in Dallas that it has formed partnerships with cities and companies to develop flying cars and the infrastructure needed by machines that take off and land vertically like helicopters.

Uber said it plans to test flying cars by 2020, with the goal of eventually enabling customers to "push a button and get a high-speed flight in and around cities". The embattled ride-sharing company, which is facing a high-stakes intellectual property lawsuit over its self-driving car technology, said it is partnering with aircraft manufacturers to develop an "on-demand" network of "vertical take-off and landing vehicles". The announcement at the company's inaugural Elevate Summit in Dallas on Tuesday marks Uber's latest push to transform urban transportation, following numerous controversial programs that have led to high-profile conflicts with governments across the globe. Many questions remain about how flying cars will work and how cities will regulate the technology and on-demand systems. The San Francisco-based company has a long history of openly flouting regulations and defying existing laws that control the taxi industry and govern the testing of autonomous vehicles.

With major technology companies and startups seriously embracing Cloud strategies, now is the perfect time to attend @CloudExpo @ThingsExpo, June 6-8, 2017, at the Javits Center in New York City, NY and October 31 - November 2, 2017, Santa Clara Convention Center, CA. Learn what is going on, contribute to the discussions, and ensure that your enterprise is on the right path to Digital Transformation. Delegates to Cloud Expo / @ThingsExpo will be able to attend 8 simultaneous, information-packed education tracks. There are over 120 breakout sessions in all, with Keynotes, General Sessions, and Power Panels adding to three days of incredibly rich presentations and content. Join Cloud Expo / @ThingsExpo conference chair Roger Strukhoff (@IoT2040), June 6-8, 2017, at the Javits Center in New York City, NY and October 31 - November 2, 2017, Santa Clara Convention Center, CA for three days of intense Enterprise Cloud and'Digital Transformation' discussion and focus, including Big Data's indispensable role in IoT, Smart Grids and (IIoT) Industrial Internet of Things, Wearables and Consumer IoT, as well as (new) Digital Transformation in Vertical Markets.

Onalytica analyzed tweets over the last 6 months mentioning the keywords M2M OR "Machine to Machine." They then identified the top 100 most influential brands and individuals leading the discussion on Twitter. Machine to Machine (M2M) refers to direct communication between devices using any communications channel, including wired and wireless. The M2M market is undergoing a fast transformation as enterprises are increasingly realizing the value of connecting geographically dispersed people, devices, sensors and machines to corporate networks. It is for precisely this reason that the Global M2M market is expected to grow to 27 billion devices, generating $1.6 trillion in revenue in 2024.

People who attempt to deactivate their account are instead finding that they have to stay on it – apparently because the app is broken. As with its owner Facebook, Instagram offers its users the ability to deactivate but not entirely delete their account. Deactivation is temporary, allowing people to choose to come back at a future date, at which point they'll find their pictures and followers are still in place. The I.F.O. is fuelled by eight electric engines, which is able to push the flying object to an estimated top speed of about 120mph. The giant human-like robot bears a striking resemblance to the military robots starring in the movie'Avatar' and is claimed as a world first by its creators from a South Korean robotic company Waseda University's saxophonist robot WAS-5, developed by professor Atsuo Takanishi and Kaptain Rock playing one string light saber guitar perform jam session A man looks at an exhibit entitled'Mimus' a giant industrial robot which has been reprogrammed to interact with humans during a photocall at the new Design Museum in South Kensington, London Electrification Guru Dr. Wolfgang Ziebart talks about the electric Jaguar I-PACE concept SUV before it was unveiled before the Los Angeles Auto Show in Los Angeles, California, U.S The Jaguar I-PACE Concept car is the start of a new era for Jaguar. Japan's On-Art Corp's CEO Kazuya Kanemaru poses with his company's eight metre tall dinosaur-shaped mechanical suit robot'TRX03' and other robots during a demonstration in Tokyo, Japan Japan's On-Art Corp's eight metre tall dinosaur-shaped mechanical suit robot'TRX03' performs during its unveiling in Tokyo, Japan Singulato Motors co-founder and CEO Shen Haiyin poses in his company's concept car Tigercar P0 at a workshop in Beijing, China A picture shows Singulato Motors' concept car Tigercar P0 at a workshop in Beijing, China Connected company president Shigeki Tomoyama addresses a press briefing as he elaborates on Toyota's "connected strategy" in Tokyo.

With nearly 400 breeds spanning almost every corner of the planet, dogs have long followed man on his travels. In a bid to piece together the complex evolution of dogs, researchers have looked at the genetic sequences of 161 modern breeds. The resulting map unearths new evidence that dogs travelled with humans across the Bering land bridge 15,000 years ago, and will likely help researchers identify disease-causing genes in both dogs and humans. In a bid to piece together the complex evolution of dogs, researchers have looked at the genetic sequences of 161 modern breeds. Researchers from the National Institutes of Health (NIH) in Maryland say their findings highlight how the oldest dog breeds evolved, or were bred to fill certain roles.