Global Tech
Reporting, analysis and features from AIM's Global Tech section.
The Controversy Behind Microsoft-NVIDIA’s Megatron-Turing Scale
The key is that 1T was never ‘trained to convergence.’
Amit Naik ·
Google Wants To Improve AI’s Multi-Tasking
Task Affinity Groupings method shows which tasks should be trained together in multi-task neural networks
Sreejani Bhattacharyya ·
Microsoft Brings Out The ORBIT Dataset: Few-Shot Learning Using Teachable Object Recognition
The ORBIT dataset accelerates real-world few-shot learning using teachable object recognition
Sreejani Bhattacharyya ·
Google Comes Up With A New Differentially Private Clustering Algorithm
This new differentially private clustering algorithm from Google reveals the group characteristics without exposing the privacy of individual users of the dataset
Sreejani Bhattacharyya ·
Psst… Amazon Is Busy Transfer Learning
Amazon Alexa team uses transfer learning extensively to transfer knowledge across various language models, features, and better machine translation.
Amit Naik ·
OpenAI’s GPT-3 Vs SambaNova System’s GPT
California-based SambaNova Systems recently announced the launch of its own GPT language model to be available in a data-as-a-service model.
Debolina Biswas ·
In Machine Teaching We Trust, Microsoft
Taking this turnkey AI and having non-experts use it to do much more complex tasks is really the sweet spot for machine teaching.
Amit Naik ·
After Six Years Of Filling Missing Values, Google Sheets’ Learns To Predict Formulas
In 2016, Google had developed tools to understand patterns in spreadsheet data to fill missing values in a column automatically.
Amit Naik ·
Facebook Releases Massive Annotated Dataset Of First-Person Perception
Ego4D is an egocentric video dataset and benchmark suite captured across 74 locations in nine countries.
Debolina Biswas ·
NVIDIA, Microsoft Introduce New Language Model MT-NLG With 530 Billion Parameters, Leaves GPT-3 Behind
MT-NLG has 3x the number of parameters compared to the existing largest models – GPT-3, Turing NLG, Megatron-LM and others.
Amit Naik ·
Google Wants To Change How Datasets Are Generated By Reinforcement Learning
Google AI has recently produced a new RL ecosystem, which has the ability to generate, share, and use datasets efficiently.
Victor Dey ·
Interesting Research Papers Presented By Meta AI At NeurIPS 2021
The article explores the top ten featured research publications by Meta AI at NeurIPS 2021
Abhishree Choudhary ·
Major Announcements By Jensen Huang During NVIDIA GTC Keynote Speech
Jensen Huang said in the keynote speech that with Omniverse, users will be able to create new 3D models of the physical world.
Shraddha Goled ·
Behind Clara Parabricks: NVIDIA’s Framework For Genomic Research
Ritika Sagar ·
Facebook Trains Guns At Apple & Google Over Default Apps
Prajaktha Gurung ·
Google Slays The ‘Cookie’ Monster
Ram Sagar ·
How Andy Jassy Will Lead Amazon’s AI Strategy?
Sejuti Das ·
Key Announcements Made At Amazon's Fall Hardware Event
The product can automatically sense situations and regulate temperature accordingly and works on commands like "Goodnight" to regulate the temperature.
Avi Gopani ·
Google Upgrades Translatotron, Its Speech-to-Speech Translation Model
Google claims the revised version can successfully transfer voice even when the input speech consists of multiple speakers.
Avi Gopani ·
Behind Google’s Latest Data-Driven Attribution Model
In line with the changing privacy landscape, Google has introduced a data-driven attribution model for its ads.
Debolina Biswas ·