A lot has happened since my last post on the Sharpened Cosine Similarity layer. In this…
Category: AI / ML
The AI / ML category highlights the latest in artificial intelligence and machine learning. It covers advancements, challenges, and practical uses. Articles explore leading tech companies’ innovations. They discuss models that redefine performance, accuracy, and efficiency. A focus lies on the ethics and safety of large language models. It underscores the need for safe testing and deployment. Practical AI applications range from data preprocessing to code generation. They also cover uses in digital personal assistants. The category sheds light on AI’s enhanced reasoning and its limitations. There’s an emphasis on methods to improve AI training. The broader societal impacts of AI are also discussed. This includes decision-making, vulnerabilities, and shifts in traditional workflows.
A guide to TensorLayer for efficient deep learning development
TensorLayer is a modular Python toolkit that provides simple modules to help academics and engineers build…
Google unveils differential privacy tool for Python developers processing data | ZDNet
Google said it has been working with OpenMined for a year on the effort. Read more…
Everyday objects can run artificial intelligence programs
Nontraditional hardware could help neural networks operate faster and more efficiently than computer chips. Read more…
Meta’s ‘data2vec’ is a step toward One Neural Network to Rule Them All | ZDNet
By eschewing data-specific outputs for internal representations, Meta aims for a more-general sort of AI. Read…
TinyML is bringing neural networks to small microcontrollers
IBM and MIT have created a new deep learning technique that can run CNNs on low-power,…
Uber Releases V1.1 of Orbit: A Python Package to Perform Bayesian Time-Series Analysis and Forecasting
Uber Releases V1.1 of Orbit: A Python Package to Perform Bayesian Time-Series Analysis and Forecasting Read…
AI makes it possible to simulate 25 billion water molecules at once
Computer simulations of clouds of atoms and molecules must always trade scale for accuracy, but a…
What Is TinyML? – Technical Articles
Learn about a subsection of machine learning (ML) called Tiny Machine Learning (TinyML), what it is,…
The largest suite of cosmic simulations for AI training, free to download, already spurring discoveries
Totaling 4,233 universe simulations, millions of galaxies and 350 terabytes of data, a new release from…
OpenAI Releases GLIDE: A Scaled-Down Text-to-Image Model That Rivals DALL-E Performance | Synced
Text-to-image generation has been one of the most active and exciting AI fields of 2021. In…
TensorFlow 2.7.0 Released: All Major Updates & Features
Google launched the upgraded version of TensorFlow today. Read more at Analytics India Magazine…
The Deep-Learning Algorithm Can Guess an ATM PIN, Even With Keypads Covered
The algorithm only fails to guess the ATM PIN with 100% hand coverage. Whereas the attackers…
Google’s Gated Multi-Layer Perceptron Outperforms Transformers Using Fewer Parameters
Researchers at Google Brain have announced Gated Multi-Layer Perceptron (gMLP), a deep-learning model that contains only…
Are Patches All You Need? New Study Proposes Patches Are Behind Vision Transformers’ Strong Performance | Synced
Vision transformer architectures (ViTs) have achieved compelling performance across many computer vision tasks, often outperforming classical…
Stuck in GPT-3’s waitlist? Try out the AI21 Jurassic-1
The latest contender in the NLP arms race is AI21, with its 178 billion parameter model,…
A developer built an AI chatbot using GPT-3 that helped a man speak again to his late fiancée. OpenAI shut it down
Crackdown on open-ended, unfiltered simulations branded ‘a hyper-moral stance’ Read more…
OpenAI Sold its Soul for $1 Billion
The company behind GPT-3 and Codex isn’t as open as it claims. Read more at Medium…
My first gold in Kaggle: Tips and tricks for an NLP competition
Or how do solve a regression task with HuggingFace models. Read more at Medium…
How to Train a BERT Model From Scratch – KDnuggets
Meet BERT’s Italian cousin, FiliBERTo. Easy peasy 🙂 Read more at KDnuggets…