Official technical announcement and publication from Oxford (AIDC) covering Researchers develop new AI to enable autonomous vehicles to adapt to challenging weather conditions.
Official technical announcement and publication from Hugging Face covering Train your first Decision Transformer.
By Jonathan WoodsSept 7, 2022 Understanding and mitigating bias is a vital issue in applying AI systems, particularly for businesses. It’s also a complex topic. It not only demands proficiency […] The post Bias in AI Program: Showing Businesses How to Reduce Bias and Mitigate Risk appeared first on Vector Institute for Artificial Intelligence .
Official technical announcement and publication from Oxford (AIDC) covering GCSCC appoints new Technical Board Member.
Official technical announcement and publication from Hugging Face covering How to train a Language Model with Megatron-LM.
Extend creativity and tell a bigger story with DALL·E images of any size.
Official technical announcement and publication from Hugging Face covering OpenRAIL: Towards open and responsible AI licensing frameworks.
A new scholarship programme at Oxford will increase the number of women from low- and middle-income countries who take up offers to study science, technology, engineering and mathematics (STEM) subjects at postgraduate level. The programme, which will provide support for 30 taught master’s students over a period of five years, has been made possible by a donation from the Optiver Foundation.
The code is open-source and available for download. August 25, 2022 The Acceleration Consortium (AC), the Matter Lab, and the Vector Institute have teamed up to develop Gryffin—an “off-the-shelf” package […] The post Acceleration Consortium, Matter Lab, and Vector Institute collaborate on software to power self-driving labs appeared first on Vector Institute for Artificial Intelligence .
By Jonathan WoodsAugust 24, 2022 Vector’s Industry Innovation team has released the Computer Vision: Applications in Manufacturing, Surgery, Traffic, Satellites, and Unlabelled Data Recognition Technical Report. It details experiments and […] The post RBC joins Vector for our Computer Vision Symposium and shares how RBC’s new AI engine can accurately recognize building boundaries in satellite imag
We are improving our AI systems’ ability to learn from human feedback and to assist humans at evaluating AI. Our goal is to build a sufficiently aligned AI system that can help us solve all other alignment problems.
Official technical announcement and publication from Hugging Face covering Visualize proteins on Hugging Face Spaces.
Official technical announcement and publication from Hugging Face covering Stable Diffusion with 🧨 Diffusers.
Official technical announcement and publication from Hugging Face covering Pre-Train BERT with Hugging Face Transformers and Habana Gaudi.
Official technical announcement and publication from Hugging Face covering Deploying 🤗 ViT on Vertex AI.
Official technical announcement and publication from Oxford (AIDC) covering Kasper Rasmussen awarded Professor of Information Security in Recognition of Distinction Exercise.
Official technical announcement and publication from Hugging Face covering Deep Dive: Vision Transformers On Hugging Face Optimum Graphcore.
Official technical announcement and publication from Hugging Face covering A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using transformers, accelerate and bitsandbytes.
Official technical announcement and publication from Hugging Face covering Introducing Skops.
Official technical announcement and publication from Hugging Face covering Hugging Face's TensorFlow Philosophy.
Official technical announcement and publication from Hugging Face covering Deploying 🤗 ViT on Kubernetes with TF Serving.
We are introducing a new and improved content moderation tool. The Moderation endpoint improves upon our previous content filter, and is available for free today to OpenAI API developers.
Official technical announcement and publication from Hugging Face covering Train and Fine-Tune Sentence Transformers Models.
AI’s growing adoption in business brings with it a requirement to ensure that deployed models are reliable and safe for end users. This is the domain of Trustworthy AI, a […] The post Trustworthy AI Themes for Business from the Vector Community appeared first on Vector Institute for Artificial Intelligence .
Official technical announcement and publication from Hugging Face covering Proximal Policy Optimization (PPO).
Official technical announcement and publication from Hugging Face covering Introducing the Private Hub: A New Way to Build With Machine Learning.
Official technical announcement and publication from Hugging Face covering Nyströmformer: Approximating self-attention in linear time and memory via the Nyström method.
Official technical announcement and publication from Hugging Face covering Comments on U.S. National AI Research Resource Interim Report.
Official technical announcement and publication from OpenAI covering Efficient training of language models to fill in the middle.
Official technical announcement and publication from Hugging Face covering Introducing new audio and vision documentation in 🤗 Datasets.
Official technical announcement and publication from Hugging Face covering Faster Text Generation with TensorFlow and XLA.
Official technical announcement and publication from OpenAI covering A hazard analysis framework for code synthesis large language models.
Official technical announcement and publication from Hugging Face covering Deploying TensorFlow Vision Models in Hugging Face with TF Serving.
Official technical announcement and publication from Hugging Face covering Advantage Actor Critic (A2C).
By Jonathan Woods July 21, 2022 The inaugural cohort of Mothers & Machine Learning (M&ML) ― a professional development program tailored to serve mothers on maternity leave and stay-at home […] The post Mothers & Machine Learning: Vector’s AI Program for Mothers on Leave and Stay-at-home Caregivers appeared first on Vector Institute for Artificial Intelligence .
We’ll invite 1 million people from our waitlist over the coming weeks. Users can create with DALL·E using free credits that refill every month, and buy additional credits in 115-generation increments for $15.
Today, we are implementing a new technique so that DALL·E generates images of people that more accurately reflect the diversity of the world’s population.
Official technical announcement and publication from Hugging Face covering How to train your model dynamically using adversarial data.
As part of our DALL·E 2 research preview, more than 3,000 artists from more than 118 countries have incorporated DALL·E into their creative workflows. The artists in our early access group have helped us discover new uses for DALL·E and have served as key voices as we’ve made decisions about DALL·E’s features.
Official technical announcement and publication from Hugging Face covering The Technology Behind BLOOM Training.
Official technical announcement and publication from Hugging Face covering Building a Playlist Generator with Sentence Transformers.
Official technical announcement and publication from Oxford (AIDC) covering Law and Computer Science Course shortlisted for Vice -Chancellors Education Award.
Official technical announcement and publication from Oxford (AIDC) covering MPLS Impact Award success.
Official technical announcement and publication from Hugging Face covering Introducing The World's Largest Open Multilingual Language Model: BLOOM.
Official technical announcement and publication from Hugging Face covering Getting Started with Sentiment Analysis on Twitter.
Official technical announcement and publication from Hugging Face covering Policy Gradient with PyTorch.
Official technical announcement and publication from Oxford (AIDC) covering Welcome to our new Strachey Chair, Professor Nobuko Yoshida.
Official technical announcement and publication from Hugging Face covering Liftoff! How to get started with your first ML project 🚀.
In order to share the magic of DALL·E 2 with a broad audience, we needed to reduce the risks associated with powerful image generation models. To this end, we put various guardrails in place to prevent generated images from violating our content policy.
Official technical announcement and publication from Hugging Face covering Announcing Evaluation on the Hub.
Official technical announcement and publication from Hugging Face covering Accelerate Large Model Training using DeepSpeed.
By Ian Gormely Jeff Clune doesn’t talk like your average machine learning researcher. Where many AI scientists will happily chat about model optimization or robustness, talking to Clune about his […] The post New Vector Faculty Member Jeff Clune’s quest to create open-ended AI systems appeared first on Vector Institute for Artificial Intelligence .
Official technical announcement and publication from Oxford (AIDC) covering Hunar Batra awarded a Google Women in Computer Science Generation Scholarship Award.
Official technical announcement and publication from Oxford (AIDC) covering Submissions made regarding Online Safety Bill.
June 23, 2022 Vector research blogs offer short, non-technical explanations of the ground-breaking research happening within the Vector research community. They are written by Vector Institute students, post-docs and faculty […] The post Vector research blog: Value Gradient weighted Model-Based Reinforcement Learning appeared first on Vector Institute for Artificial Intelligence .
We trained a neural network to play Minecraft by Video PreTraining (VPT) on a massive unlabeled video dataset of human Minecraft play, while using only a small amount of labeled contractor data. With fine-tuning, our model can learn to craft diamond tools, a task that usually takes proficient humans over 20 minutes (24,000 actions). Our model uses the native human interface of keypresses and mouse
Official technical announcement and publication from Hugging Face covering Getting Started With Embeddings.
Official technical announcement and publication from Hugging Face covering Convert Transformers to ONNX with Hugging Face Optimum.
June 21, 2022 Toronto, June 21, 2022 — The Vector Institute is pleased to announce the extension of its strategic engagements with its founding industry sponsors through to 2027. This […] The post Ontario strengthens its AI Ecosystem leadership position by extending partnerships with founding industry sponsors appeared first on Vector Institute for Artificial Intelligence .
Official technical announcement and publication from OpenAI covering Evolution through large models.
Official technical announcement and publication from Hugging Face covering Intel and Hugging Face Partner to Democratize Machine Learning Hardware Acceleration.
Official technical announcement and publication from Hugging Face covering Director of Machine Learning Insights [Part 3: Finance Edition].
We trained “critique-writing” models to describe flaws in summaries. Human evaluators find flaws in summaries much more often when shown our model’s critiques. Larger models are better at self-critiquing, with scale improving critique-writing more than summary-writing. This shows promise for using AI systems to assist human supervision of AI systems on difficult tasks.
Large neural networks are at the core of many recent advances in AI, but training them is a difficult engineering and research challenge which requires orchestrating a cluster of GPUs to perform a single synchronized calculation.
Jonathan WoodsJune 8, 2022 In a tight talent market, GoldSpot has succeeded at attracting some of Canada’s top young AI practitioners and building a team that keeps its R&D pipeline […] The post Inside Goldspot’s Formula for Attracting AI Talent to Revolutionize Mining appeared first on Vector Institute for Artificial Intelligence .
Official technical announcement and publication from Hugging Face covering Deep Q-Learning with Space Invaders.
Official technical announcement and publication from Hugging Face covering The Annotated Diffusion Model.
Official technical announcement and publication from Oxford (AIDC) covering ‘Explore Science Together’ - connecting Oxford’s community through Science.
By Jonathan WoodsJune 2, 2022 Vector Institute researchers have developed a new AI framework that can help biologists better map, monitor, and manage invasive mussels in Canada’s freshwater lakes. In […] The post New AI framework helps map and manage invasive mussel species in Canada’s lakes appeared first on Vector Institute for Artificial Intelligence .
Cohere, OpenAI, and AI21 Labs have developed a preliminary set of best practices applicable to any organization developing or deploying large language models.
By Jonathan WoodsJune 1, 2022 Trustworthy AI is an evolving, but crucial topic for organizations using AI today. On May 29, CIBC hosted a fireside chat called AI Research: Trustworthy […] The post CIBC Analytics Day Recap: Understanding and Operationalizing Trustworthy AI appeared first on Vector Institute for Artificial Intelligence .
Official technical announcement and publication from OpenAI covering Teaching models to express their uncertainty in words.
May 26, 2022 Vector’s Industry Innovation team has released the Computer Vision: Applications in Manufacturing, Surgery, Traffic, Satellites, and Unlabelled Data Recognition Technical Report. It details experiments and insights from […] The post Computer Vision Technical Report details insights from industry-academic collaborative project appeared first on Vector Institute for Artificial Intellige
Official technical announcement and publication from Hugging Face covering Graphcore and Hugging Face Launch New Lineup of IPU-Ready Transformers.
May 25, 2022 The Vector Institute, an independent, not-for-profit corporation driving research excellence and leadership in artificial intelligence (AI), today announced a five-year strategic partnership with Canadian Tire Corporation (CTC). […] The post The Vector Institute Enters Five-Year Strategic Partnership with Canadian Tire Corporation to Enhance Customer Experience appeared first on Vecto
Official technical announcement and publication from Hugging Face covering Introducing Pull Requests and Discussions 🥳.
Codex is now powering 70 different applications across a variety of use cases through the OpenAI API.
Official technical announcement and publication from Hugging Face covering Efficient Table Pre-training without Real Data: An Introduction to TAPEX.
Official technical announcement and publication from Oxford (AIDC) covering Expansion of AI at the Alan Turing Institute.
Official technical announcement and publication from Hugging Face covering An Introduction to Q-Learning Part 2/2.
By Ian GormelyMay 19, 2022 Two papers co-authored by Vector researchers were recognized with awards at this year’s International Conference on Learning Representations (ICLR). Vector Faculty Member Nicolas Papernot and […] The post Vector researchers recognized with awards at the 2022 International Conference on Learning Representations (ICLR) appeared first on Vector Institute for Artificial Inte
Official technical announcement and publication from Oxford (AIDC) covering G-Research PhD Prize.
Official technical announcement and publication from Hugging Face covering Putting ethical principles at the core of the research lifecycle.
Official technical announcement and publication from Hugging Face covering How Sempre Health is leveraging the Expert Acceleration Program to accelerate their ML roadmap.
Official technical announcement and publication from Oxford (AIDC) covering Graduate Scholarships for Ukraine Refugees.
Early users have created over 3 million images to date and helped us improve our safety processes. We’re excited to begin adding up to 1,000 new users from our waitlist each week.
Official technical announcement and publication from Hugging Face covering An Introduction to Q-Learning Part 1.
Official technical announcement and publication from Hugging Face covering Machine Learning Experts - Sasha Luccioni.
Official technical announcement and publication from Hugging Face covering Announcing the Hugging Face Fellowship Program.
Official technical announcement and publication from Hugging Face covering Gradio 3.0 is Out!.
Official technical announcement and publication from Hugging Face covering Student Ambassador Program’s call for applications is open!.
Official technical announcement and publication from Hugging Face covering Director of Machine Learning Insights [Part 2: SaaS Edition].
Official technical announcement and publication from Oxford (AIDC) covering REF 2021 results confirm world-leading quality of Oxford Computer Science research.
Official technical announcement and publication from Hugging Face covering Accelerated Inference with Optimum and Transformers Pipelines.
Official technical announcement and publication from Oxford (AIDC) covering Capgemini launches new state-of-the art research project with the University of Oxford.
Official technical announcement and publication from Hugging Face covering We Raised $100 Million for Open & Collaborative Machine Learning 🚀.
Official technical announcement and publication from Hugging Face covering Welcome fastai to the Hugging Face Hub.
110 students will receive $17,500 merit-based scholarships from Vector for 2022-23 academic year The scholarship helps ensure the growth of top AI talent in the province Over 1,000 students have […] The post Vector awards nearly $2 million in scholarships to top master’s students pursuing graduate studies in AI in Ontario appeared first on Vector Institute for Artificial Intelligence .
Official technical announcement and publication from Oxford (AIDC) covering Success on the Forbes Europe 30 under 30.
We’re happy to announce several executive role changes that reflect our recent progress and will ensure continued momentum toward our next major milestones.
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