The Journey to Microsoft Soundscape
Cities Unlocked is a unique collaboration between Guide Dogs UK and Microsoft, which explores the potential technology has to enable people living with sight loss to get out and about, independently
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13.3
Microsoft Soundscape - Lighting up the World with Sound
Inspired by fatherhood, Amos corralled a group of people at the Guide Dogs for the Blind and Microsoft and together they set out on a quest to reimagine independence and mobility of blind people
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11.9
Platform for Situated Intelligence Workshop | Day 1
The Platform for Situated Intelligence Workshop took place on April 27-28, 2021.
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39.1
Platform for Situated Intelligence Workshop | Day 2
The Platform for Situated Intelligence Workshop took place on April 27-28, 2021.
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40.3
Interactive sound simulation: Rendering immersive soundscapes in games and virtual reality
The audio-visual immersion of game engines and virtual reality/mixed reality has a vast range of applications, from entertainment to productivity.
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7.4
Knowledge Distillation as Semiparametric Inference
More accurate machine learning models often demand more computation and memory at test time, making them difficult to deploy on CPU- or memory-constrained devices.
2 070
12.4
Better design, implementation, and testing of async systems with Coyote
Software is becoming increasingly more distributed, making asynchronous programming the norm, yet programming languages and tools have been slow to provide the help needed to really address all the
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15.9
Research @Microsoft Research India: interdisciplinary and impactful with Dr. Sriram Rajamani
Episode 008 |
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10.8
Virtual Lake Nona Impact Forum “Health Innovation in the New Reality”
Join global thought leaders at the intersections of health, wellbeing, medical and scientific innovations and their impacts on society.
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16.5
Sound Capture and Speech Enhancement for Communication and Distant Speech Recognition
In this talk we will discuss the general architecture of speech enhancement pipelines for the needs of hands-free telecommunication and distant speech recognition.
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Virtual Lake Nona Impact Forum “Health Innovation in the New Reality”
Join global thought leaders at the intersections of health, wellbeing, medical and scientific innovations and their impacts on society.
590
16.1
FastNeRF: High-Fidelity Neural Rendering at 200FPS [Condensed]
Watch the extended version: youtu.be/mi5b142WEmw Recent work on Neural Radiance Fields (NeRF) showed how neural networks can be used to encode complex 3D environments that can be rendered
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15.7
Research for Industries (RFI) Lecture Series: Warren Powell
Sequential Decision Analytics: A unified framework Warren Powell is Professor Emeritus at Princeton University and Chief Analytics Officer of Optimal Dynamics.
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12.8
Research for Industries (RFI) Lecture Series: Andreas Haeberlen
Privacy-Preserving Federated Analytics at Scale Andreas Haeberlen is an Associate Professor at the University of Pennsylvania.
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17.1
Discovering hidden connections in art with deep, interpretable visual analogies
Image retrieval systems allow individuals to find images that are semantically similar to a query image.
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12.4
ZeRO & Fastest BERT: Increasing the scale and speed of deep learning training in DeepSpeed
The latest trend in AI is that larger natural language models provide better accuracy; however, larger models are difficult to train because of cost, time, and ease of code integration.
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17.5
Interactive sound simulation: Rendering immersive soundscapes in games and virtual reality
The audio-visual immersion of game engines and virtual reality/mixed reality has a vast range of applications, from entertainment to productivity.
2 371
14.3
A prototype implementation of 4G packet gateway Microsoft Catapult FPGA platform
Project Arno team has implemented an accelerated packet gateway for 4G cellular networks using Microsoft Catapult FPGA platform.
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10.8
Self-Tuning Networks: Amortizing the Hypergradient Computation for Hyperparameter Optimization
Optimization of many deep learning hyperparameters can be formulated as a bilevel optimization problem.
1 985
11.5
Ultra-dense data storage and extreme parallelism with electronic-molecular systems
Sustaining growth in storage and computational needs is increasingly challenging.
2 928
11.4
Harmonizing the declarative and imperative in database systems
Most relational database engines allow users to express their intent with both declarative SQL and imperative functions/procedures, and practitioners often combine the two in database applications.
632
12.1
Domain-specific language model pretraining for biomedical natural language processing
Pretraining large neural language models, such as BERT, has led to impressive gains on many natural language processing (NLP) tasks.
3 407
13.3
Platform Biography: A framework for analyzing the structures and dynamics of social media
Social media platforms have become influential in every sphere of communication, from the intimate and mundane to the public, professional, and political.
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20.7
Building multimodal, integrative AI systems with Platform for Situated Intelligence
In the last decade, we’ve seen fast-paced progress in many individual AI areas, such as computer vision, speech, and machine translation.
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15.8
From player to creator: Designing video games on gaming handhelds with Microsoft TileCode webinar
Today, billions of players around the world have helped propel the video game industry into a multibillion-dollar business.
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24
Camera-based non-contact health sensing
The SARS-CoV-2 (COVID-19) pandemic is transforming the face of healthcare around the world.
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17.2
Foundations of causal inference and its impacts on machine learning webinar
Many key data science tasks are about decision-making. They require understanding the causes of an event and how to take action to improve future outcomes.
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Avatars: Finding a sense of self and others in the virtual world
Advancements in virtual reality and augmented reality are moving us from experiences in which digital content is confined to screens toward experiences in which users are surrounded by the digital
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23.4
In pursuit of responsible AI: Bringing principles to practice
As AI is becoming part of user-facing applications and is directly impacting society, deploying AI reliably and responsibly has become a priority for Microsoft and several other industry leaders.
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Fairness-related harms in AI systems: Examples, assessment, and mitigation
AI has transformed modern life via previously unthinkable feats, from machines that can master the ancient board game Go and self-driving cars to developments we experience more routinely, such as
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23.2