Flipboard

NOVEMBER 6, 2024

The model is trained on abdominal scans from Far Eastern Memorial Hospital (January 2012–December 2021) and evaluated using a simulated test set (14,039 scans) and a prospective test set (6351 scans) collected from the same center between December 2022 and May 2023.

Deep Learning 82

Deep Learning Algorithm ML Artificial Intelligence 82

Flipboard

MARCH 6, 2023

It was October 2021, and Imane, a 44-year-old mother of three, was still in pain from the abdominal surgery she had undergone a few weeks earlier. …

Algorithm 123

Algorithm Machine Learning 123

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

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 ? Case-studies from real-life business scenarios and advice you can act on.

Data Science 52

Data Science Data Scientist Machine Learning Automation 52

Aiiot Talk

MARCH 20, 2024

This step involves cleaning your data, handling missing values, normalizing or scaling your data and encoding categorical variables into a format your algorithm can understand. Clean, well-prepped data is more manageable for algorithms to read and learn from, leading to more accurate predictions and better performance.

Machine Learning 214

Machine Learning Categorization Artificial Intelligence Artificial Intelligence 214

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

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

BAIR

APRIL 20, 2022

However, many recent algorithms reframe RL as a supervised learning problem. These algorithms learn conditional policies by conditioning on goal states (Lynch et al. 2021), reward-to-go (Kumar et al. 2021), or language descriptions of the task (Lynch and Sermanet, 2021). 2021; and Chen et al.

Algorithm 130

Algorithm Robotics Automation 130

Towards AI

AUGUST 25, 2023

In ML, there are a variety of algorithms that can help solve problems. In graduate school, a course in AI will usually have a quick review of the core ML concepts (covered in a previous course) and then cover searching algorithms, game theory, Bayesian Networks, Markov Decision Processes (MDP), reinforcement learning, and more.

Software Engineer 92

Software Engineer Machine Learning Neural Network Artificial Intelligence 92

Unite.AI

AUGUST 20, 2024

Personalizing sales training By reviewing training data and leveraging machine learning algorithms to analyze sales calls, AI can identify a seller’s strengths and areas for improvement from real-life sales calls to provide actionable feedback to reps.

AI 276

AI AI Automation Machine Learning 276

Viso.ai

MAY 20, 2023

The YOLOv7 algorithm is making big waves in the computer vision and machine learning communities. In this article, we will provide the basics of how YOLOv7 works and what makes it the best object detector algorithm available today. The original YOLO object detector was first released in 2016. higher AP (average precision).

Algorithm 52

Algorithm Computer Vision Deep Learning Neural Network 52

Flipboard

FEBRUARY 9, 2023

In 2021, Runway worked with researchers at the University of Munich to create Stable Diffusion, one of the major machine learning algorithms that brought generative AI into the spotlight. Now the company is back with Gen-1, a new model that can transform pre-existing videos by following textual prompts provided by.

Generative AI 123

Generative AI Machine Learning Algorithm AI 123

IBM Journey to AI blog

JANUARY 25, 2024

A recent report shows a significant increase in the cost of manufacturing downtime from 2021 to 2022, with Fortune Global 500 companies now losing 11% of their yearly turnover which amounts to nearly USD 1.5 Consider these questions: Do you have a platform that combines statistical analyses, prescriptive analytics and optimization algorithms?

Algorithm 278

Algorithm Categorization Artificial Intelligence Artificial Intelligence 278

Unite.AI

MAY 27, 2024

billion from 2021 to 2026, reflecting the rapid growth and adoption of AI technologies in this domain. AI, on the other hand, leverages machine learning (ML) algorithms that can analyze vast amounts of data, including transaction history, location, and device information, to identify anomalies and suspicious activity in real-time.

Explainability 223

Explainability Machine Learning Algorithm AI 223

Unite.AI

JULY 2, 2023

Data Analysis AI and ML algorithms analyze the collected data to identify patterns and trends. billion , a 22% increase from 2021. In September 2021, Netflix faced a fine of $190,000 imposed by the Personal Information Protection Commission (PIPC) of South Korea. Diagnostic (why did it happen?)

Data Analysis 359

Data Analysis AI AI ML 359

Marktechpost

JULY 23, 2023

A current PubMed search using the Mesh keywords “artificial intelligence” and “radiology” yielded 5,369 papers in 2021, more than five times the results found in 2011. The number of AI and, in particular, machine learning (ML) publications related to medical imaging has increased dramatically in recent years.

Machine Learning 93

Machine Learning Data Scarcity Algorithm AI Researcher 93

Shreyansh Singh

DECEMBER 17, 2021

We also went through a high-level overview of how Federated Optimization algorithms work. So, as a baseline, the researchers decided to base the Federated Learning training algorithm on SGD as well. Before we get into the maths, I’ll define a few terms - The baseline algorithm, was called FedSGD, short for Federated SGD.

Algorithm 52

Algorithm Deep Learning Explainability 52

Towards AI

NOVEMBER 19, 2023

In 2021 I shared a guide for learning machine learning with lots of amazing resources to get into the field and improve. Now, I think the time is to productize and learn real-world skills rather than the theory behind those powerful algorithms. Master LLMOps now. A complete guide. Now is… Read the full blog for free on Medium.

Machine Learning 108

Machine Learning Algorithm AI AI 108

IBM Journey to AI blog

MARCH 8, 2024

Social commerce, a form of ecommerce in which a social media platform serves as both a marketing channel and a shopping destination, is expected to grow by more than 50% between 2021 and 2025. The ecommerce market has grown exponentially over the last decade. trillion globally by 2025.

Artificial Intelligence 235

Artificial Intelligence Artificial Intelligence Chatbots Algorithm 235

Unite.AI

NOVEMBER 1, 2024

In 2021, Gartner estimated that poor data cost organizations an average of $12.9 Bias Amplification : Dirty data often contains biases that, when left unchecked, are ingrained into AI algorithms. The High Cost of Bad Data Bad data is not a new problem, but its impact is magnified in the age of AI. million a year.

AI Developer 162

AI Developer AI Development Data Quality AI 162

Marktechpost

JULY 26, 2024

These limitations hinder the effective benchmarking of machine learning algorithms, especially those using few-shot learning techniques, which require models to perform well with few examples. The EUROCROPSML dataset includes annual time series data of median pixel values from Sentinel-2 satellite imagery for 2021.

Machine Learning 105

Machine Learning Metadata Algorithm ML 105

Unite.AI

AUGUST 11, 2023

Since artificial intelligence can quickly analyze massive amounts of data, trained algorithms can pick up on unusual characteristics. However, well-trained algorithms could find unusual messages and flag the IT team for further investigation. That’s why AI can be useful for thwarting increasingly sophisticated attacks.

Artificial Intelligence 245

Artificial Intelligence Artificial Intelligence AI AI 245

BAIR

APRIL 6, 2023

There have been a number of IIL algorithms in recent years for the single-robot, single-human setting including DAgger and variants such as HG-DAgger , SafeDAgger , EnsembleDAgger , and ThriftyDAgger ; nevertheless, when and how to switch between robot and human control is still an open problem. allocation policies) in a principled way.

Robotics 246

Robotics Algorithm Continuous Learning Artificial Intelligence 246

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

Unite.AI

DECEMBER 1, 2023

Machine learning , a subset of AI, involves three components: algorithms, training data, and the resulting model. An algorithm, essentially a set of procedures, learns to identify patterns from a large set of examples (training data). The culmination of this training is a machine-learning model.

LLM 264

LLM Machine Learning Explainability Algorithm 264

Ehud Reiter

OCTOBER 31, 2023

It is described on page 520 of Pudupully and Lapata 2021 (note that this methodology has been used in many papers, not just this one!). Paper Note mean number of incorrect facts in a 4-sentence extract from corpus text Pudupully and Lapata 2021 Original paper 0.07 Gonzalez-Corbelle et al (2023) Replication 0.66 errors on average.

Algorithm 135

Algorithm 135

Marktechpost

FEBRUARY 3, 2024

2021), exhibit remarkable generalizability across diverse visual domains and real-world tasks. 2021) demonstrate promise by finetuning CLIP models on an ID dataset, improving both ID and OOD accuracies. Large-scale pre-trained vision-language models, exemplified by CLIP (Radford et al., Fort et al.

AI 129

AI AI Algorithm ML 129

AI News

AUGUST 31, 2023

In 2021, Baidu’s researchers posted a paper on ERNIE 3.0 To ensure fairness and non-discrimination, developers are required to create algorithms that do not discriminate based on factors such as ethnicity, belief, country, region, gender, age, occupation, or health. Later that year, Baidu released ERNIE 2.0

Generative AI 314

Generative AI Big Data AI AI 314

Marktechpost

AUGUST 13, 2024

The first artificial intelligence pathology system to receive FDA approval was introduced in 2021, after initial efforts centered on clinical decision support tools to improve existing workflows. A class of algorithms called self-supervised learning is employed to develop foundation models. Utilizing the DINO v.

Computer Vision 107

Computer Vision Artificial Intelligence Artificial Intelligence Neural Network 107

NYU Center for Data Science

MAY 24, 2023

Yanjun received his PhD in Electrical Engineering from Stanford University in Aug 2021, under Tsachy Weissman , and his BE in Electronic Engineering from Tsinghua University in Beijing, China.

Data Science 75

Data Science Machine Learning Algorithm AI 75

Unite.AI

APRIL 17, 2024

Microsoft discovered such an exploitation in 2021 when hackers flooded search engine results with thousands of web pages infected with SolarMarker remote access trojan (RAT) malware, which offered various office template forms as bait for office workers. Text, images, and scripts are among the many elements these solutions scrutinize.

AI 162

AI AI Computer Vision Generative AI 162

NYU Center for Data Science

SEPTEMBER 6, 2023

His research largely centers on developing and applying algorithmic tools to legislative redistricting. Cory helped start the Algorithm-Assisted Redistricting Methodology (ALARM) Project at Harvard in 2021, which conducts research on redistricting sampling algorithms and develops tools for analyzing redistricting plans.

Data Science 75

Data Science Algorithm 75

Unite.AI

OCTOBER 11, 2023

Entering a New Era Around 2021, a transformative shift occurred in technology as generative AI and natural language search engines came into the mainstream. The end results could include a link to the pertinent section of a document, but ultimately remained a somewhat basic list of related documents. AI-Powered Knowledge Management 3.0:

Generative AI 290

Generative AI Natural Language Processing AI AI 290

Towards AI

NOVEMBER 16, 2024

Role of Noise in Score-matching approach (Source: Generated by author after running model) Architecture and Algorithm: The original implementation of DDPMs used U-Net architecture consisted of Wide ResNet blocks, group normalisation as well as self-attention blocks.

ML 83

ML Explainability Neural Network Computer Vision 83

Flipboard

APRIL 4, 2023

The crux of the clash was whether Google’s AI solution to one of chip design’s thornier problems was really better than humans or state-of-the-art algorithms. In Circuit Training and Morpheus, a separate algorithm fills in the gaps with the smaller parts, called standard cells. The agent places one block at a time on the chip canvas.

Neural Network 176

Neural Network Algorithm Machine Learning Computer Scientist 176

Viso.ai

DECEMBER 3, 2023

This article will provide an introduction to object detection and provide an overview of the state-of-the-art computer vision object detection algorithms. The recent deep learning algorithms provide robust person detection results. Detecting people in video streams is an important task in modern video surveillance systems.

Convolutional Neural Networks 98

Convolutional Neural Networks Computer Vision Neural Network Deep Learning 98

fast.ai

JULY 28, 2023

I spent years researching the mechanisms by which algorithmic systems can cause harm, and in late 2021, I gave a 20-minute talk on what I consider key ideas at the heart of AI ethics. To consider the risks posed by new AI applications, it is useful to first understand several underlying concepts.

Automation 52

Automation Large Language Models Algorithm AI 52