Marktechpost

NOVEMBER 10, 2024

Researchers from Cedars-Sinai Medical Center and Far Eastern Memorial Hospital developed a deep-learning model to detect pneumoperitoneum in CT images. The dataset included contrast-enhanced abdominal CT scans from Far Eastern Memorial Hospital, gathered between 2012 and 2021. 0.83) and specificity (0.97–0.99)

Deep Learning 84

Deep Learning NLP ML AI 84

NYU Center for Data Science

NOVEMBER 9, 2023

Yann LeCun is a renowned deep learning pioneer and one of the most important minds in AI, and over the past few years he has been developing a comprehensive theory of machine learning, centered around “energy-based models,” which he calls “the only way to formalize and understand all model types.”

Deep Learning 98

Deep Learning Explainability Machine Learning AI 98

Heartbeat

NOVEMBER 14, 2023

For many years, gradient-boosting models and deep-learning solutions have won the lion's share of Kaggle competitions. XGBoost is not limited to machine learning tasks, as its incredible power can be harnessed when harmonized with deep learning algorithms. 2 (2021): 522–531. . "ConvXGB:

Deep Learning 52

Deep Learning Convolutional Neural Networks Neural Network Machine Learning 52

PyImageSearch

SEPTEMBER 23, 2024

Home Table of Contents Deploying a Vision Transformer Deep Learning Model with FastAPI in Python What Is FastAPI? You’ll learn how to structure your project for efficient model serving, implement robust testing strategies with PyTest, and manage dependencies to ensure a smooth deployment process. Testing main.py Testing main.py

Deep Learning 60

Deep Learning Python Computer Vision Software Development 60

Marktechpost

DECEMBER 15, 2023

They explained that the higher resolution of precipitation events simulated with this method will allow for a better estimation of the impacts the weather conditions that caused the flooding of the river Ahr in 2021 would have had in a world warmer by 2 degrees. This advancement contributes to more accurate climate forecasts.

Deep Learning 105

Deep Learning Convolutional Neural Networks Neural Network Artificial Intelligence 105

Heartbeat

OCTOBER 18, 2023

In this article, we embark on a journey to explore the transformative potential of deep learning in revolutionizing recommender systems. However, deep learning has opened new horizons, allowing recommendation engines to unravel intricate patterns, uncover latent preferences, and provide accurate suggestions at scale.

Deep Learning 52

Deep Learning Neural Network Machine Learning Algorithm 52

Marktechpost

JULY 24, 2023

Many studies have been motivated to explore hidden hierarchical patterns in the large volume of weather datasets for weather forecasting due to the recent development of deep learning techniques, the widespread availability of massive weather observation data, and the advent of information and computer technology.

Deep Learning 52

Deep Learning Convolutional Neural Networks Neural Network ML 52

Heartbeat

MAY 23, 2023

As technology continues to improve exponentially, deep learning has emerged as a critical tool for enabling machines to make decisions and predictions based on large volumes of data. Edge computing may change how we think about deep learning. Standardizing model management can be tricky but there is a solution.

Deep Learning 52

Deep Learning Machine Learning AI AI 52

AI Impacts

OCTOBER 18, 2023

Here is a summary version of the spreadsheet in a table, for readers who prefer this format: Sources cited in this post Grace, Argument for AI x-risk from competent malign agents (2023) Hendrycks et al, An Overview of Catastrophic AI Risks (2023) Ngo, Chan and Mindermann, The Alignment Problem from a Deep Learning Perspective (2023) TJ, Key Phenomena (..)

Deep Learning 147

Deep Learning AI AI 147

Dlabs.ai

AUGUST 31, 2021

And you can expect them to cover topics as far-flung as business intelligence, machine learning, deep learning, AI algorithms, virtual assistants, and chatbots. Big Data Conference Europe 2021 Date: September 28-30th Place: Online Ticket: 238 – 544 EUR The Big Data Conference covers more than its name suggests.

Computer Vision 52

Computer Vision Big Data Deep Learning Data Science 52

Sebastian Ruder

JANUARY 24, 2022

2021) 2021 saw many exciting advances in machine learning (ML) and natural language processing (NLP).   2021 saw the continuation of the development of ever larger pre-trained models. 2021 saw the development of alternative model architectures that are viable alternatives to the transformer. style loss.

NLP 52

NLP ML BERT Computational Linguistics 52

NVIDIA Developer

MAY 21, 2021

Thursday, June 10, 2021 - 09:00 Indian/Maldives Speakers Pallab Maji Senior Solutions Architect - Deep Learning at NVIDIA NVIDIA Pallab is fascinated with artificial intelligence and works on machine learning for computer vision and natural language processing.

Deep Learning 40

Deep Learning Natural Language Processing Computer Vision Artificial Intelligence 40

Applied Data Science

JANUARY 4, 2022

Hiding your 2021 resolution list under a glass of champagne? To write this post we shook the internet upside down for industry news and research breakthroughs and settled on the following 5 themes, to wrap up 2021 in a neat bow: ? In 2021, the following were added to the ever growing list of Transformer applications.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Neural Network Deep Learning 52

NVIDIA Developer

MAY 21, 2021

Deep learning is a powerful AI approach that uses multi-layered artificial neural networks to deliver state-of-the-art accuracy in tasks such as object detection, speech recognition, and language translation. You’ll train deep learning models from scratch, learning tools and tricks to achieve highly accurate results.

Deep Learning 40

Deep Learning Natural Language Processing Computer Vision Neural Network 40

Applied Data Science

AUGUST 2, 2021

This post is a bitesize walk-through of the 2021 Executive Guide to Data Science and AI  — a white paper packed with up-to-date advice for any CIO or CDO looking to deliver real value through data. Machine learning The 6 key trends you need to know in 2021 ? Download the free, unabridged version here.

Data Science 52

Data Science Data Scientist Machine Learning Automation 52

PyImageSearch

OCTOBER 28, 2024

One day, I was looking for an email idea while writing my daily self-driving car newsletter , when I was suddenly caught by the news: Tesla had released a new FSD12 model based on End-to-End Learning. And it was because not only was the new model fully based on Deep Learning, but it also effectively removed 300,000 lines of code.

Explainability 101

Explainability Neural Network Computer Vision Deep Learning 101

NVIDIA

AUGUST 6, 2024

She placed first in the 2021 Istanbul Bosphorus Robot Cup and third at the 2023 OpenCV AI Competition. But after attending the 2021 World Summit AI as a panelist, she decided to develop new AI applications for the robot dog that’d enable it to mimic a real one.

Robotics 114

Robotics Deep Learning Machine Learning AI 114

Towards AI

AUGUST 25, 2023

Machine learning (ML) is a subset of AI that provides computer systems the ability to automatically learn and improve from experience without being explicitly programmed. Deep learning (DL) is a subset of machine learning that uses neural networks which have a structure similar to the human neural system.

Software Engineer 90

Software Engineer Machine Learning Neural Network Artificial Intelligence 90

Towards AI

DECEMBER 19, 2023

Source: interpretable-ml-book The field of deep learning has grown exponentially and the recent craze about ChatGPT is proof of the same. For example, a deep neural net used for a loan application scorecard might deny a customer, and we will not be able to explain why. arXiv: 2003.07132 where n is the sample size.

Neural Network 103

Neural Network AI Modeling Black Box AI Explainability 103

AssemblyAI

MARCH 21, 2023

Introduction Graph data is everywhere in the world: any system consisting of entities and relationships between them can be represented as a graph. PinSage is able to predict in novel ways which visual concepts that users have found interesting can map to new things they might appeal to them.

Neural Network 317

Neural Network Deep Learning AI AI 317

The Stanford AI Lab Blog

DECEMBER 6, 2021

The thirty-fifth Conference on Neural Information Processing Systems (NeurIPS) 2021 is being hosted virtually from Dec 6th - 14th. Some of the members in our SAIL community also serve as co-organizers of several exciting workshops that will take place on Dec 13-14, so we hope you will check them out!

Neural Network 40

Neural Network Deep Learning Machine Learning NLP 40

Mlearning.ai

JUNE 17, 2023

I bought my Macbook Air M1 chip at the beginning of 2021. It’s fast and lightweight, but you can’t utilize the GPU for deep learning… Continue reading on MLearning.ai »

Deep Learning 52

Deep Learning ML Machine Learning 52

AI News

AUGUST 15, 2023

In 2021, Kneron introduced the KL530—a pioneering edge AI chip that supports transformer neural networks, forming the backbone of GPT (Generative Pre-trained Transformer) models. The introduction of the KL730 to the lineup provides a base-level compute power ranging from 0.35-4

Auto-complete 213

Auto-complete Neural Network Big Data Large Language Models 213

Analytics Vidhya

JANUARY 8, 2021

ArticleVideos Introduction 2021 has begun with a bang! OpenAI has released two major innovations in the field of Computer Vision: CLIP and DALL-E. The post OpenAI’s Future of Vision: Contrastive Language Image Pre-training(CLIP) appeared first on Analytics Vidhya.

Computer Vision 306

Computer Vision OpenAI Deep Learning 306

AI Weekly

JUNE 22, 2023

marketscreener.com The Pace Of AI Innovation For Cybersecurity Is Fast And Furious Within the broad scope of AI, the real applications of machine learning (ML) and deep learning (DL) algorithm models are offering significant benefits to bolster enterprise cybersecurity. techxplore.com What Is Unsupervised Machine Learning?

Computer Vision 198

Computer Vision Robotics Artificial Intelligence Artificial Intelligence 198

AI News

AUGUST 31, 2023

It is powered by ERNIE (Enhanced Representation through Knowledge Integration), a powerful deep learning model. In 2021, Baidu’s researchers posted a paper on ERNIE 3.0 ERNIE Bot can generate text, images, and videos based on natural language inputs. Later that year, Baidu released ERNIE 2.0

Generative AI 312

Generative AI Big Data AI AI 312

Viso.ai

DECEMBER 3, 2023

The recent deep learning algorithms provide robust person detection results. However, deep learning models such as YOLO that are trained for person detection on a frontal view data set still provide good results when applied for overhead view person counting ( TPR of 95%, FPR up to 0.2% ).

Convolutional Neural Networks 98

Convolutional Neural Networks Computer Vision Neural Network Deep Learning 98

Unite.AI

MARCH 20, 2024

Could you share the genesis story launching Codeium as a platform to make deep learning workloads more efficient? When Douglas Chen and I founded the company in 2021, we named it Exafunction, a company focused on GPU virtualization software. We were managing ten thousand GPUs across the public cloud at the time.

Software Development 130

Software Development Deep Learning Data Scientist Automation 130

Viso.ai

OCTOBER 9, 2024

With the rapid development of Convolutional Neural Networks (CNNs) , deep learning became the new method of choice for emotion analysis tasks. Unsurprisingly, modern deep learning methods outperform traditional computer vision methods. However, privacy concerns still arise when emotion analysis is used for user profiling.

Convolutional Neural Networks 98

Convolutional Neural Networks Neural Network Computer Vision Emotion AI 98

Towards AI

JULY 20, 2023

You can talk with AI with only one line of code… github.com AI Index 2021 The yearly and comprehensive report on AI is out. AI Index 2021 The 2021 AI Index report is one of the most comprehensive reports about artificial intelligence to date. Data Labeling Software: Best Tools for Data Labeling in 2021 – neptune.ai

NLP 82

NLP Neural Network Natural Language Processing Machine Learning 82

NVIDIA

SEPTEMBER 27, 2023

In 2021, it received the CE Mark of regulatory approval in Europe. The models were developed using the TensorFlow deep learning framework and trained on images acquired with NIO imaging systems. Invenio’s NIO Laser Imaging System is a digital pathology tool that accelerates the imaging of fresh tissue biopsies. and Europe.

Deep Learning 123

Deep Learning Neural Network AI AI 123

Lexalytics

JULY 12, 2023

We’ve pioneered a number of industry firsts, including the first commercial sentiment analysis engine, the first Twitter/microblog-specific text analytics in 2010, the first semantic understanding based on Wikipedia in 2011, and the first unsupervised machine learning model for syntax analysis in 2014.

NLP 98

NLP Natural Language Processing Text Analytics BERT 98

IBM Journey to AI blog

JULY 11, 2023

According to Statista , the artificial intelligence (AI) healthcare market, valued at $11 billion in 2021, is projected to be worth $187 billion in 2030. One use case example is out of the University of Hawaii, where a research team found that deploying deep learning AI technology can improve breast cancer risk prediction.

Deep Learning 188

Deep Learning Artificial Intelligence Artificial Intelligence Natural Language Processing 188

Towards AI

NOVEMBER 16, 2024

In particular, min-max optimisation is curcial for GANs [2], statistics, online learning [6], deep learning, and distributed computing [7]. Vladu, “Towards deep learning models resistant to adversarial attacks,” arXivpreprint arXiv:1706.06083, 2017.[5] Arjovsky, S. Chintala, and L. 214–223, 2017.[4] Makelov, L.

Algorithm 75

Algorithm ML Deep Learning Machine Learning 75

Flipboard

JULY 10, 2023

RF Diffusion, a deep learning tool. Senior scientist Bobby Langan shows a video of one of his favorite deep-learning tools, used to create experimental cancer therapeutics. Senior scientist Bobby Langan shows a video of one of his favorite deep-learning tools, used to create experimental cancer therapeutics.

Deep Learning 158

Deep Learning Large Language Models AI AI 158

Unite.AI

DECEMBER 1, 2023

Exploring the Techniques of LIME and SHAP Interpretability in machine learning (ML) and deep learning (DL) models helps us see into opaque inner workings of these advanced models. Local Interpretable Model-agnostic Explanations (LIME) and SHapley Additive exPlanations (SHAP) are two such mainstream interpretability techniques.

LLM 264

LLM Machine Learning Explainability Algorithm 264

AWS Machine Learning Blog

DECEMBER 2, 2024

Over the past decade, advancements in deep learning have spurred a shift toward so-called global models such as DeepAR [3] and PatchTST [4]. AutoGluon predictors can be seamlessly deployed to SageMaker using AutoGluon-Cloud and the official Deep Learning Containers. Journal of Machine Learning Research 21, no.

Machine Learning 61

Machine Learning Deep Learning Data Scientist Generative AI 61