Towards AI

AUGUST 1, 2023

Last Updated on August 2, 2023 by Editorial Team Author(s): Boris Meinardus Originally published on Towards AI. How the DINO framework achieved the new SOTA for Self-Supervised Learning! Transformers and Self-Supervised Learning. This way, the model will learn about different objects in a balanced way.

Supervised Learning 98

Supervised Learning AI AI Machine Learning 98

Towards AI

DECEMBER 28, 2023

Last Updated on December 30, 2023 by Editorial Team Author(s): Luhui Hu Originally published on Towards AI. AI Power for Foundation Models (source as marked) As we bid farewell to 2023, it’s evident that the domain of computer vision (CV) has undergone a year teeming with extraordinary innovation and technological leaps.

Supervised Learning 119

Supervised Learning AI AI Algorithm 119

NYU Center for Data Science

SEPTEMBER 13, 2024

The world of multi-view self-supervised learning (SSL) can be loosely grouped into four families of methods: contrastive learning, clustering, distillation/momentum, and redundancy reduction.

Supervised Learning 75

Supervised Learning Clustering Machine Learning Machine Learning 75

Towards AI

AUGUST 29, 2023

Last Updated on August 30, 2023 by Editorial Team Author(s): Tan Pengshi Alvin Originally published on Towards AI. Introducing the backbone of Reinforcement Learning — The Markov Decision Process This member-only story is on us. Let’s first start with a broad overview of Machine Learning. Published via Towards AI

Supervised Learning 105

Supervised Learning Machine Learning Machine Learning AI 105

Google Research AI blog

JULY 18, 2023

Alternatively, self-supervised learning (SSL) methods (e.g., SimCLR and MoCo v2 ), which leverage a large amount of unlabeled data to learn representations that capture periodic or quasi-periodic temporal dynamics, have demonstrated success in solving classification tasks. video or satellite imagery).

Supervised Learning 70

Supervised Learning Machine Learning Machine Learning 70

NYU Center for Data Science

JANUARY 25, 2024

2023’s event, held in New Orleans in December, was no exception, showcasing groundbreaking research from around the globe. In the world of data science, few events garner as much attention and excitement as the annual Neural Information Processing Systems (NeurIPS) conference.

Computer Science 98

Computer Science Computer Science Data Science Supervised Learning 98

Google Research AI blog

APRIL 30, 2023

Posted by Catherine Armato, Program Manager, Google The Eleventh International Conference on Learning Representations (ICLR 2023) is being held this week as a hybrid event in Kigali, Rwanda. We are proud to be a Diamond Sponsor of ICLR 2023, a premier conference on deep learning, where Google researchers contribute at all levels.

Supervised Learning 105

Supervised Learning Machine Learning Machine Learning Deep Learning 105

Data Science Dojo

JULY 2, 2024

Adaptive AI has risen as a transformational technological concept over the years, leading Gartner to name it as a top strategic tech trend for 2023. It is a step ahead within the realm of artificial intelligence (AI). As the use of AI has expanded into various arenas of the world, the technology has also developed over time.

AI 195

AI AI Algorithm Machine Learning 195

Google Research AI blog

JUNE 18, 2023

Posted by Shaina Mehta, Program Manager, Google This week marks the beginning of the premier annual Computer Vision and Pattern Recognition conference (CVPR 2023), held in-person in Vancouver, BC (with additional virtual content).

Supervised Learning 116

Supervised Learning Deep Learning Deep Learning Artificial Intelligence 116

Towards AI

SEPTEMBER 7, 2023

Last Updated on September 8, 2023 by Editorial Team Author(s): Louis Bouchard Originally published on Towards AI. An analogy to explain how deep learning works… This member-only story is on us. link] When we talk about artificial intelligence, or AI, we tend to mean deep learning. Published via Towards AI

Deep Learning 128

Deep Learning Deep Learning AI AI 128

ODSC - Open Data Science

AUGUST 29, 2023

Since OpenAI’s ChatGPT kicked down the door and brought large language models into the public imagination, being able to fully utilize these AI models has quickly become a much sought-after skill. With that said, companies are now realizing that to bring out the full potential of AI, prompt engineering is a must.

Natural Language Processing 98

Natural Language Processing Machine Learning Machine Learning Data Scientist 98

Snorkel AI

OCTOBER 31, 2023

The Snorkel AI team will present 18 research papers and talks at the 2023 Neural Information Processing Systems (NeurIPS) conference from December 10-16. The Snorkel papers cover a broad range of topics including fairness, semi-supervised learning, large language models (LLMs), and domain-specific models.

Supervised Learning 59

Supervised Learning AI AI Machine Learning 59

Dataversity

DECEMBER 16, 2022

2022 was a big year for AI, and we’ve seen significant advancements in various areas – including natural language processing (NLP), machine learning (ML), and deep learning. Unsupervised and self-supervised learning are making ML more accessible by lowering the training data requirements.

Natural Language Processing 52

Natural Language Processing Supervised Learning Deep Learning Deep Learning 52

Towards AI

MARCH 4, 2023

Last Updated on March 4, 2023 by Editorial Team Author(s): Harshit Sharma Originally published on Towards AI. Fully-Supervised Learning (Non-Neural Network) — powered by — Feature Engineering Supervised learning required input-output examples to train the model. Published via Towards AI

Supervised Learning 98

Supervised Learning AI AI ML 98

Data Science Dojo

JULY 31, 2024

With the increasing role of data in today’s digital world, the multimodality of AI tools has become necessary for modern-day businesses. The multimodal AI market size is expected to experience a 36.2% What is Multimodal AI? increase by 2031. Hence, it is an important aspect of the digital world.

AI 367

AI AI Supervised Learning Analytics 367

NYU Center for Data Science

NOVEMBER 15, 2023

We’re excited to announce that many CDS faculty, researchers, and students will present at the upcoming thirty-seventh 2023 NeurIPS (Neural Information Processing Systems) Conference , taking place Sunday, December 10 through Saturday, December 16. The conference will take place in-person at the New Orleans Ernest N.

Data Science 98

Data Science Computer Science Computer Science Supervised Learning 98

Snorkel AI

MARCH 30, 2023

We’re thrilled to introduce the latest release of our data-centric AI development platform, Snorkel Flow. Prompt LF Builder: Explore and label data through natural language prompts using FM knowledge and translate it into labeling functions for your weakly supervised learning use cases.

ML 98

ML ML Supervised Learning Azure 98

Becoming Human

MARCH 16, 2023

AI drug discovery is exploding. Overhyped or not, investments in AI drug discovery jumped from $450 million in 2014 to a whopping $58 billion in 2021. AI has already helped identify promising candidate therapeutics, and it didn’t take years but months or even days. We will look at success stories, AI benefits, and limitations.

AI 139

AI AI Deep Learning Deep Learning 139

Google Research AI blog

MAY 25, 2023

For example: Bard is an early experiment that lets you collaborate with generative AI and helps to boost productivity, accelerate ideas and fuel curiosity. As part of this experiment, you’ll see an AI-powered snapshot of key information to consider, with links to dig deeper.

Deep Learning 90

Deep Learning Deep Learning ML ML 90

Towards AI

APRIL 18, 2023

Last Updated on April 21, 2023 by Editorial Team Author(s): Sriram Parthasarathy Originally published on Towards AI. Building disruptive Computer Vision applications with No Fine-Tuning Imagine a world where computer vision models could learn from any set of images without relying on labels or fine-tuning.

Supervised Learning 98

Supervised Learning AI AI Clustering 98

Snorkel AI

OCTOBER 31, 2023

The Snorkel AI team will present 18 research papers and talks at the 2023 Neural Information Processing Systems (NeurIPS) conference from December 10-16. The Snorkel papers cover a broad range of topics including fairness, semi-supervised learning, large language models (LLMs), and domain-specific models.

Supervised Learning 52

Supervised Learning AI AI Machine Learning 52

Google Research AI blog

JULY 23, 2023

Google is proud to be a Diamond Sponsor of the 40th International Conference on Machine Learning (ICML 2023), a premier annual conference, which is being held this week in Honolulu, Hawaii. Google is also proud to be a Platinum Sponsor for both the LatinX in AI and Women in Machine Learning workshops.

Machine Learning 77

Machine Learning Machine Learning ML ML 77

Towards AI

JULY 22, 2023

Last Updated on July 24, 2023 by Editorial Team Author(s): Cristian Originally published on Towards AI. In the context of Machine Learning, data can be anything from images, text, numbers, to anything else that the computer can process and learn from. Do you remember the first time you tried to follow a recipe?

ML 98

ML ML Supervised Learning Machine Learning 98

Towards AI

MARCH 1, 2023

Last Updated on March 4, 2023 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. What ChatGPT And Generative AI Mean For Your Business? Generative AI could potentially become a powerful tool for businesses, providing a new basis for competitive advantage.

AI 98

AI AI Machine Learning Machine Learning 98

DrivenData Labs

JUNE 14, 2023

¶ Participants in the Meta AI Video Similarity Challenge found creative ways to improve representations used for copy detection, as well as localization techniques that allow copied sections to be identified efficiently within longer videos. In December 2022, DrivenData and Meta AI launched the Video Similarity Challenge.

Supervised Learning 173

Supervised Learning Artificial Intelligence Artificial Intelligence Machine Learning 173

ODSC - Open Data Science

MARCH 22, 2023

Be sure to check out his session, “ Improving ML Datasets with Cleanlab, a Standard Framework for Data-Centric AI ,” there! What exactly is data-centric AI? Data-centric AI instead asks how we can systematically engineer better data through algorithms/automation. A common gripe I hear is: “Garbage in, garbage out.

ML 88

ML ML Data Scientist AI 88

ODSC - Open Data Science

SEPTEMBER 15, 2023

Believe it or not, generative AI is more than just text in a box. In addition to its prowess in crafting captivating narratives and artistic creations, generative AI demonstrates its versatility by helping users empower their own data analytics. Imagine equipping generative AI with a dataset rich in information from various sources.

Data Analysis 96

Data Analysis Data Analysis AI AI 96

Dataconomy

APRIL 4, 2023

LaMDA, GPT, and more… Nowadays, everyone talking about AI models and what they are capable of. The use of AI models is expanding rapidly across all industries. AI’s capacity to find solutions to difficult issues with minimal human input is a major selling point for the technology. What is an AI model?

K-nearest Neighbors 91

K-nearest Neighbors Decision Trees AI AI 91

Dataconomy

APRIL 4, 2023

LaMDA, GPT, and more… Nowadays, everyone talking about AI models and what they are capable of. The use of AI models is expanding rapidly across all industries. AI’s capacity to find solutions to difficult issues with minimal human input is a major selling point for the technology. What is an AI model?

K-nearest Neighbors 91

K-nearest Neighbors Decision Trees AI AI 91

ODSC - Open Data Science

SEPTEMBER 20, 2023

ODSC West 2023 is just a couple of months away, and we couldn’t be more excited to be able to share our Preliminary Schedule with you! Day 1: Monday, October 30th (Bootcamp, VIP, Platinum) Day 1 of ODSC West 2023 will feature our hands-on training sessions, workshops, and tutorials and will be open to Platinum, Bootcamp, and VIP pass holders.

Data Wrangling 52

Data Wrangling Data Science Machine Learning Machine Learning 52

AWS Machine Learning Blog

SEPTEMBER 10, 2024

The final phase improved on the results of HEEC and PORPOISE—both of which have been trained in a supervised fashion—using a foundation model trained in a self-supervised manner, namely Hierarchical Image Pyramid Transformer (HIPT) ( Chen et al., 2023 ), has been investigated in the final stage of the PoC exercises.

Supervised Learning 90

Supervised Learning Machine Learning Machine Learning AWS 90

Hacker News

MAY 3, 2023

In the grand tapestry of modern artificial intelligence, how do we ensure that the threads we weave when designing powerful AI systems align with the intricate patterns of human values? This question lies at the heart of AI alignment , a field that seeks to harmonize the actions of AI systems with our own goals and interests.

Supervised Learning 181

Supervised Learning Natural Language Processing AI AI 181

Towards AI

JULY 23, 2023

Last Updated on July 25, 2023 by Editorial Team Author(s): Abhijit Roy Originally published on Towards AI. Semi-Supervised Sequence Learning As we all know, supervised learning has a drawback, as it requires a huge labeled dataset to train. But, the question is, how did all these concepts come together?

Natural Language Processing 98

Natural Language Processing Supervised Learning Deep Learning Deep Learning 98

IBM Journey to AI blog

AUGUST 15, 2023

Artificial intelligence (AI) adoption is here. Organizations are no longer asking whether to add AI capabilities, but how they plan to use this quickly emerging technology. While 42% of companies say they are exploring AI technology, the failure rate is high; on average, 54% of AI projects make it from pilot to production.

Artificial Intelligence 93

Artificial Intelligence Artificial Intelligence AI AI 93

Snorkel AI

SEPTEMBER 29, 2023

How you develop and use your proprietary data is the key to unlocking its value and to delivering accurate, reliable, and trustworthy AI and ML applications. Use this handbook to gain a thorough understanding of data labeling fundamentals as they apply to both predictive and generative AI—and to find the right approach for your project.

Machine Learning 59

Machine Learning Machine Learning Data Science ML 59

Becoming Human

MAY 15, 2023

Note : Now write some articles or blogs on the things you have learned because this thing will help you to develop soft skills as well if you want to publish some research paper on AI/ML so this writing habit will help you there for sure. Things to learn: AWS , GCP , or Microsoft Azure anyone of them.

Data Science 75

Data Science Machine Learning Machine Learning Database 75

ODSC - Open Data Science

OCTOBER 3, 2023

Who hasn’t seen the news surrounding one of the latest jobs created by AI, that of prompt engineering ? If you’re unfamiliar, a prompt engineer is a specialist who can do everything from designing to fine-tuning prompts for AI models, thus making them more efficient and accurate in generating human-like text.

Data Science 97

Data Science Data Analysis Data Analysis Supervised Learning 97