Sun.Nov 12, 2023

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What is Noise in Image Processing? – A Primer

Unite.AI

If you’ve ever seen a picture where you notice dust particles that are not part of the actual image, you’re probably seeing ‘noise’ in the image. There are many technical reasons for why this happens. It often obscures the actual image and is the leading cause of image quality degradation in digital image transmission. This is where image processing offers a robust solution.

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Why the Godfather of A.I. Fears What He’s Built

Flipboard

Geoffrey Hinton has spent a lifetime teaching computers to learn. Now he worries that artificial brains are better than ours. In your brain, neurons are arranged in networks big and small.

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Google AI Introduces AltUp (Alternating Updates): An Artificial Intelligence Method that Takes Advantage of Increasing Scale in Transformer Networks without Increasing the Computation Cost

Marktechpost

In deep learning, Transformer neural networks have garnered significant attention for their effectiveness in various domains, especially in natural language processing and emerging applications like computer vision, robotics, and autonomous driving. However, while enhancing performance, the ever-increasing scale of these models brings about a substantial rise in compute cost and inference latency.

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4 futuristic things the Humane Ai Pin can do as a smartphone alternative

Flipboard

Let's take a peek at the so-called 'smartphone killer.' The Humane Ai Pin finally debuted on Thursday, giving the public its first in-depth look at the screenless AI wearable that wants to replace the smartphone.

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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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We should evaluate real-world impact!

Ehud Reiter

I’ve had several discussions over the past few months about evaluations that measure the real-word impact of NLG/NLP systems. In other words, instead of calculating metrics on test sets or asking human subjects whether they like what they see, we measure the impact on users when the system is deployed in the real world. I see lots of claims that LLMs will revolutionise the world in all sorts of ways, surely some of these claims should be backed up by experiments that measure real-world imp

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Google DeepMind Researchers Propose a Framework for Classifying the Capabilities and Behavior of Artificial General Intelligence (AGI) Models and their Precursors

Marktechpost

The recent development in the fields of Artificial Intelligence (AI) and Machine Learning (ML) models has turned the discussion of Artificial General Intelligence (AGI) into a matter of immediate practical importance. In computing science, Artificial General Intelligence, or AGI, is a crucial idea that refers to an artificial intelligence system that can do a broad range of tasks at least as well as humans.

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Icebergs are melting fast. This AI can track them 10,000 times faster than humans

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"It is crucial to locate icebergs and monitor their extent, to quantify how much meltwater they release into the ocean.

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This AI Paper Introduces Neural MMO 2.0: Revolutionizing Reinforcement Learning with Flexible Task Systems and Procedural Generation

Marktechpost

Researchers from MIT, CarperAI, and Parametrix.AI introduced Neural MMO 2.0, a massively multi-agent environment for reinforcement learning research, emphasizing a versatile task system enabling users to define diverse objectives and reward signals. The key enhancement involves challenging researchers to train agents capable of generalizing to unseen tasks, maps, and opponents.

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The best AI tools to power your academic research

Flipboard

The future of academia is likely to be transformed by AI language models such as ChatGPT. Here are some other tools worth knowing about.

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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Researchers from MIT and NVIDIA Developed Two Complementary Techniques that could Dramatically Boost the Speed and Performance of Demanding Machine Learning Tasks

Marktechpost

Researchers from MIT and NVIDIA have formulated two techniques that accelerate the processing of sparse tensors (Tensors serve as fundamental data structures in machine learning models, acting as multi-dimensional arrays that organize and store data). The goal of both new techniques is to take advantage of the tensors zero values effectively. It is possible to handle these tensors without processing the zeros, which saves memory and computation.

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No, ChatGPT And Generative AI Won’t Destroy Humanity (But They Could Severely Damage Your Business)

Flipboard

(This article is part of a series on Artificial Intelligence for Board Members and Senior Executives.

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Meta Researchers Introduced VR-NeRF: An Advanced End-to-End AI System for High-Fidelity Capture and Rendering of Walkable Spaces in Virtual Reality

Marktechpost

With the advent of affordable virtual reality (VR) technology, there has been significant growth in highly immersive visual media such as realistic VR photography and video. Existing approaches generally fall under the following two categories: High-fidelity view synthesis with a small headbox of diameter less than 1 m restricts the user’s movement to a small area.

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ChatGPT predicts Solana price for 2024, 2028, 2032 and 2050

Flipboard

In the ever-evolving landscape of technology, the year 2023 has witnessed an unprecedented surge in the development and application of … Continued

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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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In-depth Understanding of XGBoost Introduction in Machine Learning

Towards AI

Last Updated on November 13, 2023 by Editorial Team Author(s): Amit Chauhan Originally published on Towards AI. Algorithm to improve the speed and performancePhoto by Alex Chumak on Unsplash What is machine learning? It is a technique to learn patterns from the data and make predictions. The machine learning algorithms implementation is data-based. As with time, we see the evolution of algorithms and some algorithms like SVM, Random Forest, or Gradient Boosting gives better result mostly on ever

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Researchers from China Introduce CogVLM: A Powerful Open-Source Visual Language Foundation Model

Marktechpost

Models of visual language are strong and flexible. Next, token prediction may be used to create a variety of vision and cross-modality tasks, such as picture captioning, visual question answering, visual grounding, and even segmentation. As VLMs are scaled up, useful skills like in-context learning also appear along with the enhancement of downstream activities.

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AI in Motion

Towards AI

Last Updated on November 13, 2023 by Editorial Team Author(s): michael raspuzzi Originally published on Towards AI. AI in Motion 24-hour hardware hack recap in San Francisco If 2023 was the year of LLMs (large language models), then 2024 will be the year of LMMs (large multimodal models). The main difference will be the recognition of text and images for generating inputs and outputs.

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I cover AI for a living — here's what I'm most excited about from Web Summit 2023

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With hundreds of speakers and tens of thousands of attendees, the Web Summit has evolved into one of Europe's largest events. Here's what to expect from AI news out of this year's show.

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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ChatGPT-Maker Dazzles With Major Upgrade

Robot Writers AI

OpenAI has released a slew of upgrades to its incredibly popular ChatGPT product — as well as to the AI engine that powers it. #ad The news broke at OpenAI’s first conference for computer developers who are interested in working with its AI. Key enhancements promised by the ChatGPT-maker include: ~A new tool coming soon that makes it easier to customize ChatGPT ~A beefed-up, coming-soon version of the underlying AI software engine that powers ChatGPT — dubbed ‘ChatGPT-4 T

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Nick Bostrom Discusses the Existential Risks and Rewards of Artificial Intelligence

Flipboard

In a recent interview, Nick Bostrom, a Swedish philosopher at Oxford University and the director of its Future of Humanity Institute, delved into the …

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Researchers from Cambridge have Developed a Virtual Reality Application Using Machine Learning to Give Users the ‘Superhuman’ Ability to Open and Control Tools in Virtual Reality

Marktechpost

Hotkeys are keyboard shortcuts typically found in traditional desktop applications. A team of researchers from the University of Cambridge explores what makes for a suitable alternative to hotkeys in a 3D interaction space where keyboard input is no longer the only option. Scientists have created a VR program that allows users to access and use multiple 3D modeling tools with the wave of a hand.

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Unmasking the faces of fraud to protect your data

SAS Software

Stu Bradley discusses the importance of education, diligence and analytics in the fight against fraud.

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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Extracting Histogram of Gradients with OpenCV

Machine Learning Mastery

Besides the feature descriptor generated by SIFT, SURF, and ORB, as in the previous post, the Histogram of Oriented Gradients (HOG) is another feature descriptor you can obtain using OpenCV. HOG is a robust feature descriptor widely used in computer vision and image processing for object detection and recognition tasks. It captures the distribution of […] The post Extracting Histogram of Gradients with OpenCV appeared first on MachineLearningMastery.com.

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This AI Research Unveils LSS Transformer: A Revolutionary AI Approach for Efficient Long Sequence Training in Transformers

Marktechpost

A new AI research has introduced the Long Short-Sequence Transformer (LSS Transformer), an efficient distributed training method tailored for transformer models with extended sequences. It segments long sequences among GPUs, with each GPU handling partial self-attention computations. LSS Transformer employs fused communication and a unique double gradient averaging technique to minimize transmission overhead, resulting in impressive speedups and memory reduction, surpassing other sequence parall

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How to Use "Create a GPT" to Create a Customized Version of ChatGPT

Flipboard

Getting to grips with ChatGPT's custom GPT tool is much easier than it looks, and you can have your custom AI tool up and running in moments.

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OpenAI is Starting to Look Like Apple in 2008

TheSequence

Created Using DALL-E Next Week in The Sequence: Edge 343: The fine-tuning series continues with an overview of the Llama Adapter technique including its original paper. We also review the Chatbot Arena framework. Edge 344: We discuss another of hte great papers of the year in which Google shows that the combination of LLMs and memory is enough to simulate any algorithm.

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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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AI Tools Reveal Hidden Proteins Unveiling a Protein Universe Atlas | Cryptopolitan

Flipboard

In a watershed moment for the realm of molecular exploration, researchers at the University of Basel and the SIB Swiss Institute of Bioinformatics have harnessed the transformative power of AI tools

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MARRS: Multimodal Reference Resolution System

Machine Learning Research at Apple

*= All authors listed contributed equally to this work Successfully handling context is essential for any dialog understanding task. This context maybe be conversational (relying on previous user queries or system responses), visual (relying on what the user sees, for example, on their screen), or background (based on signals such as a ringing alarm or playing music).

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How Complete Beginners Can Make Money Online Using AI Tools

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Start your online money-making journey from scratch with AI tools! Our blog provides beginners with easy-to-follow steps to leverage AI for generating income online. Stay informed!