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Visit to learn about our research, meet our scientists, and try out our latest AI systems and demos including:. IBM scientists developed a novel technique that allows users to search more naturally and effectively for images using natural language. Our novel approach uses relative image captioning and goal-oriented training to create a language-based interface for searching for images such as for items in a retail catalog.


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Our demo shows how a shopper uses natural language to find the perfect shoe. Learning to recognize new objects using a small number of examples is a long-standing challenge in computer vision.


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  • NIPS 2017: Long Beach, CA, USA!

IBM Research AI has developed a novel few-shot learning method that learns to accurately recognize new objects from as little as one example. We demonstrate few-shot learning for efficiently training a system to detect logos in natural scenes as well as for recognizing food items for automatic checkout in restaurants. AI Fairness provides a suite of algorithms for mitigating unwanted bias as well as tutorials for applying them in different domains. The open-source package brings researchers together to aid data scientists, data engineers, and developers in creating and deploying AI solutions that are more fair and accurate.

Try it out, or contribute to the toolkit to help engender trust in AI and make the world more equitable for all. Available later this year, OpenScale will infuse AI with trust and transparency, through toolkits like AI Fairness ; explain outcomes; and mitigate bias. Visit our demo to see AI OpenScale in operation.

As part of IBM Watson Studio , NeuNetS allows users to build neural networks for specific tasks and datasets in a fraction of the time—without sacrificing accuracy. The conference is single track and is highly selective. Preceding the main session, there will be one day of tutorial presentations Dec. All NIPS papers are available online.

23. NIPS 2010: Vancouver, British Columbia, Canada

Check out the cool new NIPS poster [pdf]. Registration must now be done at the conference. The Program. Invited Speakers Invited speakers this year will be: Barbara Finlay , Departments of Psychology, and Neurobiology and Behavior, Cornell University -- How brains evolve, and the consequences for computation Alison Gopnik , Department of Psychology, University of California at Berkeley -- Babies and Bayes-nets: Causal inference and theory-formation in children, chimps, scientists and computers Jon M.

Workshops Workshops following the main NIPS conference provide multi-track intensive sessions on topics ranging from computational learning theory to experimental neuroscience. The venue and schedule facilitate interaction, informality, and depth. List subject to change.

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Titles abbreviated. Not all co-organizers listed. Workshops will have home pages maintained by their organizers, to which links continue to be provided.

The workshop sessions will end with a banquet on Saturday evening, December 8, Tenenbaum jbt psych. Kremer skremer q. Assadi ahassadi facstaff. Victor jdvicto med. Campbell bristol.

Advances in Neural Information Processing Systems

Grunwald cwi. Attending the Meeting. Dates, Locations, and Hotels Please note that all hotel rates are listed in Canadian dollars. The approximate rate in US dollars is indicated in parentheses. The conversion rate at the time of the preparation of this brochure: 1. Attendees are strongly encouraged to make their hotel reservations before the specified cutoff date for each hotel, as rooms are in high demand during this period and likely to be sold out afterwards, particularly for the workshops at Whistler.

Both are located just a short walking distance from each other and from the Whistler Conference Center. Hyatt Regency Vancouver The hotel is located in downtown Vancouver, overlooking a mountain-rimmed harbor.

The Great AI Debate - NIPS2017 - Yann LeCun

Maximum room occupancy is four persons. A credit card or one night s room and tax pre-payment is needed to guarantee room reservations. The hotel has a hour cancellation policy.

Beyond this date, the special rate is subject to space availability. After that date, reservations will be accepted on a space-availability basis only. Full payment is required seven days in advance at the Delta Whistler Resort. There is no refund for early checkouts, late check-ins, or no-shows.

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Cancellations within 14 days of arrival will be charged for the full amount of the original reservation. The Crystal Lodge requires full payment at the time of reservation. Cancellations received less than 30 days in advance of reservation cannot be refunded. After that, reservations will be based on availability and rates at that time; cancellation policies will apply.

IBM Research AI at Conference on Neural Information Processing Systems | IBM Research Blog

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Neural Information Processing Systems updated their cover photo.