Official technical announcement and publication from Hugging Face covering An Introduction to Deep Reinforcement Learning.
Official technical announcement and publication from Hugging Face covering Accelerate Large Model Training using PyTorch Fully Sharded Data Parallel.
April 28, 2022 Today’s 2022 Ontario Budget includes nearly $107 million over the next three years in new critical technology initiatives to support access to and the commercialization of these […] The post 2022 Ontario Budget includes $107M for critical technology initiatives appeared first on Vector Institute for Artificial Intelligence .
Official technical announcement and publication from Hugging Face covering Opinion Classification with Kili and HuggingFace AutoTrain.
Official technical announcement and publication from Hugging Face covering Director of Machine Learning Insights.
By Ian GormelyApril 26, 2022 As part of Vector Institute’s inaugural Introduction to Machine Learning (ML) for Black and Indigenous students, four Canadian post-secondary students were awarded Best Capstone Papers […] The post Students win award at inaugural Introduction to Machine Learning course for Black and Indigenous students appeared first on Vector Institute for Artificial Intelligence .
Official technical announcement and publication from Oxford (AIDC) covering Student Samuel Ubido speaks at GISEC.
Official technical announcement and publication from Hugging Face covering Getting Started with Transformers on Habana Gaudi.
Official technical announcement and publication from Hugging Face covering Introducing Hugging Face for Education 🤗.
Official technical announcement and publication from Hugging Face covering Supercharged Customer Service with Machine Learning.
Official technical announcement and publication from Hugging Face covering CO2 Emissions and the 🤗 Hub: Leading the Charge.
April 20, 2022 Today, the Vector Institute introduced its Smart Health initiative to ensure Ontarians benefit from the province’s world-class research in health and machine learning. Smart Health will enable […] The post Vector Institute introduces a Smart Health Initiative to drive innovation in healthcare appeared first on Vector Institute for Artificial Intelligence .
By Jonathan Woods April 18, 2022 New technologies are “forcing CEOs to raise the ceiling on their climate ambitions,” reads Climate Leadership in the Eleventh Hour, a study recently released […] The post AI in Action Event: Come Join Vector’s Expert Panel on AI, Climate Change, & ESG appeared first on Vector Institute for Artificial Intelligence .
By Ian Gormely April 13, 2022 The Vector Institute once again held its annual Research Symposium, showcasing the latest leading-edge research coming out of the Vector community. The annual event […] The post Research Symposium brings together Vector community to celebrate student and postdoc work appeared first on Vector Institute for Artificial Intelligence .
Goodhart’s law famously says: “When a measure becomes a target, it ceases to be a good measure.” Although originally from economics, it’s something we have to grapple with at OpenAI when figuring out how to optimize objectives that are difficult or costly to measure.
Official technical announcement and publication from OpenAI covering Hierarchical text-conditional image generation with CLIP latents.
Official technical announcement and publication from Hugging Face covering Machine Learning Experts - Lewis Tunstall.
Official technical announcement and publication from Oxford (AIDC) covering Computing Breakthrough and Cognitive Router Technology Promises Secure Networking By Design.
Official technical announcement and publication from Hugging Face covering Habana Labs and Hugging Face Partner to Accelerate Transformer Model Training.
Working together on responsibility and responsible innovation
Official technical announcement and publication from Oxford (AIDC) covering Top in the UK for Computer Science according to QS subject rankings.
Official technical announcement and publication from Oxford (AIDC) covering Professor Richard Bird Obituary.
Official technical announcement and publication from Hugging Face covering ~Don't~ Repeat Yourself.
By Jonathan WoodsMarch 29, 2022 This article is a part of our Trustworthy AI series. As a part of this series, we will be releasing an article per week around […] The post Machine Learning Robustness: New Challenges and Approaches appeared first on Vector Institute for Artificial Intelligence .
Official technical announcement and publication from Oxford (AIDC) covering Yuhang Song Awarded JP Morgan PhD Fellowship.
Official technical announcement and publication from Oxford (AIDC) covering Electric Vehicles Vulnerable to Attack that Prevents Charging.
Official technical announcement and publication from Hugging Face covering Introducing Decision Transformers on Hugging Face 🤗.
Burlington, ON, March 28, 2022 – Today, Boehringer Ingelheim (Canada) Ltd., a leading research-driven biopharmaceutical company, announced a new five-year strategic partnership with the Vector Institute, an independent, not-for-profit corporation […] The post Accelerating innovation in health: Boehringer Ingelheim and the Vector Institute to collaborate on AI appeared first on Vector Institute for
Official technical announcement and publication from Oxford (AIDC) covering Dan Olteanu and Jakub Závodný win test-of-time award for 2012 paper.
By Ian GormelyMarch 23, 2022 Shingai Manjengwa, Vector’s director of professional development, has been named one of Ryerson DMZ’s inaugural Women of the Year, a list of 46 women chosen […] The post Vector’s Shingai Manjengwa named one of Ryerson DMZ’s Women of the Year appeared first on Vector Institute for Artificial Intelligence .
Official technical announcement and publication from Hugging Face covering Machine Learning Experts - Margaret Mitchell.
Official technical announcement and publication from Oxford (AIDC) covering RoaRQ: Robust and Reliable Quantum Computing.
Official technical announcement and publication from Hugging Face covering Announcing the 🤗 AI Research Residency Program.
By Jonathan WoodsMarch 21, 2022 This article is a part of our Trustworthy AI series. As a part of this series, we will be releasing an article per week around […] The post Fairness in Machine Learning: The Principles of Governance appeared first on Vector Institute for Artificial Intelligence .
Official technical announcement and publication from Oxford (AIDC) covering Standa Zivny has been awarded a five-year €2M ERC Consolidator Grant NAASP.
Official technical announcement and publication from Hugging Face covering Fine-Tune a Semantic Segmentation Model with a Custom Dataset.
Official technical announcement and publication from Hugging Face covering Image search with 🤗 datasets.
Official technical announcement and publication from Hugging Face covering Accelerate BERT inference with Hugging Face Transformers and AWS Inferentia.
By Jonathan WoodsMarch 15, 2022 Lift the hood on the transportation industry, and you’ll find a rush of AI research and deployment underway. Spurred by potential efficiencies and customer desires […] The post AI in transportation: How companies are building an autonomous future appeared first on Vector Institute for Artificial Intelligence .
Official technical announcement and publication from Oxford (AIDC) covering Madeleine Wyburd takes her work to Parliament.
We’ve released new versions of GPT-3 and Codex which can edit or insert content into existing text, rather than just completing existing text.
By Jonathan Woods March 14, 2022 This article is a part of our Trustworthy AI series. As a part of this series, we will be releasing an article per week […] The post Machine Learning Interpretability: New Challenges and Approaches appeared first on Vector Institute for Artificial Intelligence .
Official technical announcement and publication from Hugging Face covering Guiding Text Generation with Constrained Beam Search in 🤗 Transformers.
Official technical announcement and publication from Oxford (AIDC) covering Congratulations to the #AAAI2022 award winners.
By Ian GormelyMarch 3, 2022 A new startup co-founded by Vector researcher James Elder aims to bring a curated, professional-level viewing experience to amateur hockey. AttentiveVision uses machine vision models […] The post Amateur hockey given professional viewing experience courtesy of machine vision startup co-founded by Vector researcher appeared first on Vector Institute for Artificial Intell
Call for expressions of interest to study the economic impacts of large language models.
Official technical announcement and publication from OpenAI covering A research agenda for assessing the economic impacts of code generation models.
We describe our latest thinking in the hope of helping other AI developers address safety and misuse of deployed models.
Official technical announcement and publication from Hugging Face covering BERT 101 - State Of The Art NLP Model Explained.
Toronto, February 11, 2022 – Today, the Vector Institute, along with industry collaborators Roche Canada, Deloitte, and TELUS released a study that can help shed some light on the frequency […] The post AI analysis of Social Media data to help with treatment of long COVID appeared first on Vector Institute for Artificial Intelligence .
By Jonathan Woods The condition has many names: post-COVID syndrome, long COVID, and post-acute sequelae of SARS-CoV-2. It’s COVID-19’s agonizing echo, and many have had the misfortune of experiencing it. […] The post Using AI to Help Solve the Long COVID Puzzle appeared first on Vector Institute for Artificial Intelligence .
Official technical announcement and publication from Hugging Face covering Fine-Tune ViT for Image Classification with 🤗 Transformers.
Researchers have developed an AI-enabled genotyping tool that can analyze viral genome data from a nasal swab. Notably, it can be used to determine different variants of concern (VOC) of […] The post AI-enabled tool that identifies COVID-19 variants co-developed by Vector researcher Bo Wang appeared first on Vector Institute for Artificial Intelligence .
We built a neural theorem prover for Lean that learned to solve a variety of challenging high-school olympiad problems, including problems from the AMC12 and AIME competitions, as well as two problems adapted from the IMO.
Official technical announcement and publication from Hugging Face covering Getting Started with Sentiment Analysis using Python.
Official technical announcement and publication from Hugging Face covering Making automatic speech recognition work on large files with Wav2Vec2 in 🤗 Transformers.
We’ve trained language models that are much better at following user intentions than GPT-3 while also making them more truthful and less toxic, using techniques developed through our alignment research. These InstructGPT models, which are trained with humans in the loop, are now deployed as the default language models on our API.
Official technical announcement and publication from Oxford (AIDC) covering ReEnTrust project launches new animated video.
Official technical announcement and publication from Oxford (AIDC) covering Two new Professors of Computer Science.
We are introducing embeddings, a new endpoint in the OpenAI API that makes it easy to perform natural language and code tasks like semantic search, clustering, topic modeling, and classification.
Official technical announcement and publication from Hugging Face covering Supercharged Searching on the 🤗 Hub.
Official technical announcement and publication from OpenAI covering Text and code embeddings by contrastive pre-training.
Official technical announcement and publication from Oxford (AIDC) covering Max Van Kleek secures PETRAS funding for RED-AID project.
Official technical announcement and publication from Hugging Face covering Welcome Stable-baselines3 to the Hugging Face Hub 🤗.
Official technical announcement and publication from Oxford (AIDC) covering The CMM at the UN OEWG: The UK encourages Member States to undertake national cybersecurity capacity assessment.
Official technical announcement and publication from Oxford (AIDC) covering Royal Society cautions against online censorship of scientific misinformation.
Official technical announcement and publication from Hugging Face covering Case Study: Millisecond Latency using Hugging Face Infinity and modern CPUs.
Official technical announcement and publication from Hugging Face covering Boosting Wav2Vec2 with n-grams in 🤗 Transformers.
Official technical announcement and publication from Hugging Face covering Deploy GPT-J 6B for inference using Hugging Face Transformers and Amazon SageMaker.
Official technical announcement and publication from Oxford (AIDC) covering Konrad Kollnig has paper published in Internet Policy Review.
Official technical announcement and publication from Hugging Face covering Active Learning with AutoNLP and Prodigy.
Official technical announcement and publication from Hugging Face covering Gradio is joining Hugging Face!.
December 16, 2021 From fundamental research breakthroughs to helping Ontario businesses deploy AI into their organizations, Vector had a very busy year. The 21 stories below offer a brief, but […] The post 21 for 2021: the top Vector stories for the AI enthusiast appeared first on Vector Institute for Artificial Intelligence .
We’ve fine-tuned GPT-3 to more accurately answer open-ended questions using a text-based web browser.
Official Groq (LPUs) technical update and publication covering Groq Accelerates COVID Drug Discovery by 333x for Argonne National Lab.
Official technical announcement and publication from Oxford (AIDC) covering New book about Sir Tony Hoare.
Official technical announcement and publication from Hugging Face covering Perceiver IO: a scalable, fully-attentional model that works on any modality.
Fine-tune with a single command.
Dec 9, 2021By Ian Gormely Hannah Szentimrey grew up on a farm, but she didn’t want to be a farmer. Yet even after achieving a graduate degree in computer engineering, […] The post Technology, including AI, increasingly plays a key role in our food chain appeared first on Vector Institute for Artificial Intelligence .
Yannis is now a staff research scientist at Google DeepMind explains how studying Machine Learning at Oxford helped him strengthen his commitment to contributing and expanding to the greater good
Official technical announcement and publication from Oxford (AIDC) covering Infectious disease: Key surveys overestimate COVID-19 vaccination rates in the USA.
Official technical announcement and publication from Hugging Face covering Training CodeParrot 🦜 from Scratch.
Dec 7, 2021By Jonathan Woods On December 2nd, Vector hosted Accelerating AI-fueled growth for Ontario’s fast-growing companies, an event marking the launch of Vector’s new FastLane program, which is focused […] The post Launch event – FastLane: Accelerating AI-fueled growth for Ontario’s fast-growing companies appeared first on Vector Institute for Artificial Intelligence .
Official technical announcement and publication from Oxford (AIDC) covering Long-term Trustworthy Autonomous Systems: project funded by the Trustworthy Autonomous Systems Hub.
Official technical announcement and publication from Hugging Face covering Introducing Snowball Fight ☃️, our first ML-Agents environment.
Dec 1, 2021By Ian Gormely Using AI to work towards better whole-life health is one of the four pillars of Vector’s Three Year Strategic Plan. One notable paper from Vector […] The post Spotlight on Health at NeurIPS 2021 appeared first on Vector Institute for Artificial Intelligence .
Carolyn Ten Holter, Doctoral Student and Research Assistant, looks at the way we work, the research that we do, and the resources we use can help to mitigate the climate crisis.
Ipshita studied the MSc Computer Science at the Department of Computer Science in 2020 - 2021. She talks about her course experience and how it helped her career
Nov 30, 2021By Ian Gormely Vector researchers are once again preparing for a virtual Conference on Neural Information Processing Systems (NeurIPS). This year’s conference runs December 6 through 14th online. […] The post Vector researchers presenting more than 50 papers at NeurIPS 2021 appeared first on Vector Institute for Artificial Intelligence .
Official technical announcement and publication from Oxford (AIDC) covering DeepMind offers five scholarships at Oxford University for under-represented students.
As part of our effort to support and develop AI talent, we’re excited to announce the OpenAI Residency.
Official technical announcement and publication from Hugging Face covering Getting Started with Hugging Face Transformers for IPUs with Optimum.
Official technical announcement and publication from Oxford (AIDC) covering Professor Michael Bronstein appointed as DeepMind Professor of Artificial Intelligence.
Official technical announcement and publication from Hugging Face covering Introducing the Data Measurements Tool: an Interactive Tool for Looking at Datasets.
How can humans remain in control of artificial intelligence (AI)-based systems designed to perform tasks autonomously? Such systems are increasingly ubiquitous, creating benefits - but also undesirable situations where moral responsibility for their actions cannot be properly attributed to any particular person or group. The concept of meaningful human control has been proposed to address responsi
Nov 22, 2021 By Ian Gormely A start-up cofounded by Vector Institute postgraduate affiliate Estelle Inack is the first company to be spun-out from Vector. yiyaniQ, uses a neural network […] The post Quantum tech startup yiyaniQ is Vector’s first spin-out company appeared first on Vector Institute for Artificial Intelligence .
Official technical announcement and publication from Oxford (AIDC) covering Success at the International Collegiate Programming Contest’s 2021 Northwest Europe regional heats.
Official technical announcement and publication from Oxford (AIDC) covering Meltwater acquires AI spin-out from Oxford University’s Department of Computer Science to help build one of the largest knowledge graphs of public information.
Official technical announcement and publication from Hugging Face covering Accelerating PyTorch distributed fine-tuning with Intel technologies.
Wider availability made possible by safety progress.
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