NW-NLP 2018: Ben Taskar Invited Talk; Learning and Reasoning about the World using Language
The fifth Pacific Northwest Regional Natural Language Processing Workshop will be held on Friday, April 27, 2018, in Redmond, WA.
6 479
26.3
Machine Teaching Overview
Microsoft Research AI shares how machine teaching can revolutionize the way we interact with machines in our daily lives.
6 473
33.4
Recent Advances in Unsupervised Image-to-Image Translation
Unsupervised image-to-image translation aims to map an image drawn from one distribution to an analogous image in a different distribution, without seeing any example pairs of analogous images.
6 462
14
HIV Research: Seeking Solutions in Africa (HD version)
More than 1.8 million people die of HIV-related causes each year—approximately 5,000 deaths per day. HIV is a particularly significant threat in the sub-Saharan region of Africa.
6 450
50.8
TV White Space and Dynamic Spectrum Vision
Microsoft's vision for TV white space and dynamic spectrum technologies.
6 434
35.4
Introducing Retiarii: A deep learning exploratory-training framework on NNI
Traditional deep learning frameworks such as TensorFlow and PyTorch support training on a single deep neural network (DNN) model, which involves computing the weights iteratively for the DNN model.
6 433
19.7
SILK: Preventing Latency Spikes in Log-Structured Merge Key-Value Stores
LSM-based KV stores are designed to offer good write performance by capturing client writes in memory and only later flushing them to storage.
6 433
12.9
Stochastic Approximation and Reinforcement Learning: Hidden Theory and New Super-Fast Algorithms
Stochastic approximation algorithms are used to approximate solutions to fixed point equations that involve expectations of functions with respect to possibly unknown distributions.
6 405
26
SandDance
SandDance is a web-based visualization system that uses 3-D hardware acceleration to explore the relationships between hundreds of thousands of items.
6 374
36.9
A Practical Guide to Neural Machine Translation
In the last two years, attentional-sequence-to-sequence neural models have become the state-of-the-art in machine translation, far surpassing the accuracy phrasal translation systems of in many
6 370
43
Honest Signals: How They Shape Our World
A surprising amount of human behavior can be reliably predicted from unconscious communication mechanisms.
6 360
19.1
Dr. Harry Shum on the future of AI at the 2017 Future Forum Annual Conference
Before computers can solve our greatest challenges, they must understand us.
6 356
35.5
Probabilistic Approximation Theorems in Game Theory; The Theory of Crowdsourcing
Talk 1: 3:30 to 4:15 Title: Probabilistic Approximation Theorems in Game Theory and Stochastic Optimization Speaker: Costis Daskalakis, MIT Abstract: In Economics, reliability theory and other
6 354
60.2
The Edge of Artificial Intelligence - Human Level AI - Katja Hofmann
Microsoft Research – 5 августа 2016, 22:47
6 349
34.2
Tutorial: Probabilistic Programming
Probabilistic programming is a general-purpose means of expressing and automatically performing model-based inference.
6 345
24
Face Synthetics
More details about the Fourth Workshop on Computer Vision for AR/VR can be found at: mixedreality.cs.cornell.edu/workshop/2020 Learn all the ways Microsoft is a part of CVPR 2020
6 335
21.6
Using a Depth Camera as a Touch Sensor
We explore the application of depth-sensing cameras to detect touch on a tabletop.
6 335
56.7
Catch the Pig - The Malmo Collaborative AI Challenge
Get the details and register your team by April 21, 2017: aka.ms/ubitid The Malmo Collaborative AI Challenge uses Project Malmo, an artificial intelligence experimentation and research
6 328
95.5
Inherent Trade-Offs in Algorithmic Fairness
Recent discussion in the public sphere about classification by algorithms has involved tension between competing notions of what it means for such a classification to be fair to different groups.
6 319
26.3
Research in Focus: Project Silica: Storage Solutions for the Zettabyte Era
What does cloud storage of the future look like? When you build storage at the cloud-scale this creates new opportunities as well as new challenges.
6 313
20.9
Directions in ML: "Neural architecture search: Coming of age"
Neural Architecture Search (NAS) is a very promising but still young field.
6 298
15.6
Kahawai: High-Quality Mobile Gaming Using GPU Offload
Kahawai, a system that provides high-quality gaming on mobile devices, such as tablets and smartphones, by offloading a portion of the GPU computation to server-side infrastructure.
6 280
18.3
Mirroring People: the New Science of How We Connect with Others
What accounts for the remarkable ability to get inside another personΓÇÖs head-to know what they are thinking and feeling?
6 261
23.6
Installing Microsoft SEAL on Linux & macOS
A tutorial on how to install Microsoft SEAL on Linux and macOS. See more at microsoft.com/en-us/research/project/microsoft-seal
6 256
39
TechFest 2011:3-D, Photo-Real Talking Head
Our research showcases a new, 3-D, photo-real talking head with freely controlled head motions and facial expressions. It extends our prior, high-quality, 2-D, photo-real talking head to 3-D.
6 249
94.3
Presentation Translator in Action
This video contains snippets of talks with live captioning, demonstrating the use of Presentation Translator, a Microsoft Garage project.
6 205
79.2
Recognizing a Million Voices: Low Dimensional Audio Representations for Speaker Identification
Recent advances in speaker verification technology have resulted in dramatic performance improvements in both speed and accuracy.
6 199
30
Directions in ML: Latent Stochastic Differential Equations: An Unexplored Model Class
We show how to do gradient-based stochastic variational inference in stochastic differential equations (SDEs), in a way that allows the use of adaptive SDE solvers.
6 197
11.5
Everything Bad Is Good for You: How Today's Popular Culture Is Actually Making Us Smarter
The $10 billion video gaming industry is now the second-largest segment of the entertainment industry in the United States, outstripping film and far surpassing books.
6 195
27.9
OSIsoft PI System Overview
This talk will present an overview of the OSIsoftΓÇÖs PI System detailing the benefits of a high fidelity data store, describing system architecture and product offerings.
6 186
79