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AAAI 2020 | A Turning Level for Deep Studying? Hinton, LeCun, and Bengio Would possibly Have Totally different Approaches
The Godfathers of AI and 2018 ACM Turing Award winners Geoffrey Hinton, Yann LeCun, and Yoshua Bengio have made deep neural networks a essential part of computing, and in particular person talks and a panel dialogue they mentioned their views on present challenges dealing with deep studying and the place it needs to be heading at AAAI 2020.
(Synced) / (Video)
AAAI 2020 Awards
Basic Paper | WinoGrande: An Adversarial Winograd Schema Problem at Scale (Allen Institute for Synthetic Intelligence & College of Washington)
Honorable Point out | A Unifying View on Particular person Bounds and Heuristic Inaccuracies in Bidirectional Search (Riken AIP & College of Auckland)
Excellent Scholar Paper | Truthful Division of Combined Divisible and Indivisible Items (Nanyang Technological College & Tsinghua College & The College of Hong Kong)
Excellent Scholar Paper Honorary Point out | Lifelong Studying with a Altering Motion Set (College of Massachusetts Amherst & Adobe Analysis)
Excellent Paper | A Distributed Multi-Sensor Machine Studying Method to Earthquake Early Warning (IRISA & Rutgers College & College of Oregon)
Analysis Papers | Coronavirus Transmission
– Early Transmission Dynamics in Wuhan, China, of Novel Coronavirus–Contaminated Pneumonia (New England Journal of Drugs)
– Research Claiming New Coronavirus Can Be Transmitted by Individuals With out Signs Was Flawed (Science Magazine)
– Transmission Dynamics of 2019 Novel Coronavirus (2019-nCoV) (bioRxiv)
MIT Researchers Determine Safety Vulnerabilities in Voting App
An MIT analysis staff identifies safety vulnerabilities within the voting app Voatz that might enable hackers to alter or get rid of votes. Voatz has already been utilized in a number of state elections in West Virginia, Colorado, Oregon and Utah.
(MIT Information) / (Paper)
Weekly Replace | AI Battles the Coronavirus
– Baidu Open-Sources Face Masks Detection and Classification Mannequin
– Megvii Implements AI Temperature Measurement System in Beijing
– DJI Pledges $1,5M and Makes use of DJI Argas Drones to Battle Coronavirus in China
– Battling the coronavirus: Alibaba and Baidu AI speed up Vaccine and Drug R&D
– Baidu Open-Sources RNA Prediction Algorithm for 2019 Novel Coronavirus
Self-Coaching With Noisy Scholar Improves ImageNet Classification
Researchers current a easy self-training methodology that achieves 88.4% top-1 accuracy on ImageNet. On robustness take a look at units, it improves ImageNet-A top-1 accuracy from 61.0% to 83.7%, reduces ImageNet-C imply corruption error from 45.7 to 28.3, and reduces ImageNet-P imply flip price from 27.eight to 12.2.
(Google Mind Workforce) / (Synced)
SciPy 1.0: Basic Algorithms for Scientific Computing in Python
SciPy is an open-source scientific computing library for the Python programming language. On this work, researchers present an summary of the capabilities and improvement practices of SciPy 1.Zero and spotlight some latest technical developments
(College of Jyväskylä & Quansight LLC & Mayo Clinic and different organizations)
A Generative Adversarial Community for AI-Aided Chair Design
Researchers current a deep neural community for bettering human design of chairs which consists of a picture synthesis module and a super-resolution module. They choose one of many candidates as a design prototype and create a real-life chair primarily based on it. In accordance with the researcher staff, that is the primary bodily chair created with the assistance of deep neural networks, which bridges the hole between AI and design.
(Peking College & Tsinghua College)
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17 Billion Parameters! Microsoft DeepSpeed Breeds World’s Largest NLP Mannequin
Leveraging DeepSpeed’s large-model coaching capabilities, Microsoft constructed the Turing Pure Language Technology mannequin (T-NLG). That is the most important NLP mannequin ever skilled, with 17 billion parameters. T-NLG has achieved SOTA efficiency on mainstream NLP duties.
(Microsoft Weblog) / (GitHub) / (Synced)
What’s Occurring Down There? New Aerial Video Occasion Recognition Dataset and DL Benchmark
The examine introduces an Occasion Recognition in Aerial video (ERA) dataset comprising 2,866 aerial movies collected from YouTube and annotated with labels from 25 totally different lessons equivalent to an occasion that may be seen unfolding over a interval of 5 seconds.
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World AI Occasions
March 23-26: GPU Expertise Convention (GTC) in San Jose, United States
Apr 26-30: ICLR | 2020 in Addis Ababa,Ethiopia
Could 12-14: Google I/O 2020 in Mountain View, United States
Could 19-21: Microsoft Construct 2020 in Seattle, United States
World AI Alternatives
Tesla Autopilot is Recruiting
Google is Hiring Analysis Scientist, Social Science
Waymo is Hiring 2020 Interns
Twitter is Hiring Engineering Manager, ML
Alan Turing Institute Secure and Moral AI Analysis Fellow/Fellow
OpenAI Students Spring 2020
DeepMind Internship Program
NVIDIA Graduate Fellowships
DeepMind Scholarship: Entry to Science
LANDING AI is Recruiting
Stanford HAI is Recruiting
OpenAI Searching for Software program Engineers and Deep Studying Researchers
Keep tight with AI!
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