Marktechpost

AUGUST 12, 2023

Different text-to-image generative models have paved the way for an exciting new field where written words can be transformed into vibrant, engrossing visual representations. Since there are no previous photographs of the intended subject, creating a new notion is more difficult than using a conventional inversion technique.

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Marktechpost

AUGUST 1, 2023

However, the challenge lies in the variation of object categories and scenes. In contrast, humans, even children, can quickly adapt and generalize well in new environments. Additionally, specialized datasets focus on specific categories. The second challenge involves novel category discrimination.

Deep Learning 97

Deep Learning ML AI Researcher AI Research 97

Marktechpost

NOVEMBER 23, 2023

To evaluate the effectiveness of SoT, the research team conducted extensive tests on 12 recently released models, spanning both open-source and API-based categories. Remarkably, this approach is applicable to open-source models like LLaMA and API-based models such as GPT-4, showcasing its versatility.

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Artificial Intelligence Artificial Intelligence Large Language Models LLM 140

Marktechpost

JULY 29, 2023

This involves continuing the training process on the new data, often with a smaller learning rate. They aimed to train a generative model that can synthesize features by providing class names, which enables them to generate features for categories without data. The pretrained language encoder aids in generating more realistic features.

AI Researcher 92

AI Researcher AI Research Generative AI Data Scarcity 92

Marktechpost

OCTOBER 10, 2023

Researchers propose a new representation method called ActorsNeRF. It is a category-level human actor NeRF model that generalizes to unseen actors in a few-shot setting. To achieve generalization across different individuals, the researchers trained the category-level NeRF model on a diverse set of subjects.

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Neural Network AI Researcher AI Research ML 88

Marktechpost

MARCH 7, 2024

This extensive pretraining has equipped Sailor with the capability to understand and generate text across a broad spectrum of languages, thereby setting a new precedent in the field of multilingual language technology. Also, don’t forget to follow us on Twitter and Google News. Built upon the robust Qwen 1.5

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Computational Linguistics Algorithm ML AI 120

Marktechpost

DECEMBER 18, 2023

These classifiers learn to distinguish between two categories by drawing a boundary in the data. In the case of transformers, the categories are relevant and irrelevant information within the text. Check out the Paper. All credit for this research goes to the researchers of this project.

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Natural Language Processing Large Language Models Chatbots Explainability 101

Marktechpost

FEBRUARY 4, 2024

This aspect of RAG systems opens up new discussions about the traditional approaches in IR. Such a finding challenges the existing norms and suggests developing new strategies that integrate retrieval with language generation more nuancedly. Also, don’t forget to follow us on Twitter and Google News. Check out the Paper.

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Large Language Models Machine Learning Categorization AI 128

Marktechpost

FEBRUARY 14, 2024

Fine-Grained Image Recognition (FGIR) represents a specialized domain focusing on the detailed recognition of subcategories within broader semantic categories. Also, don’t forget to follow us on Twitter and Google News. This streamlined approach enables users to efficiently tailor experiments to their specific requirements.

Deep Learning 122

Deep Learning Categorization ML Artificial Intelligence 122

Marktechpost

MARCH 5, 2024

The effectiveness of this method is rigorously evaluated on the CO3D dataset, examining its performance across both familiar and novel categories and its ability to generalize to completely unseen datasets. Also, don’t forget to follow us on Twitter and Google News. Check out the Paper.

AI 98

AI AI ML Computer Vision 98

AI News

NOVEMBER 16, 2023

Kinetic Consulting , the leading boutique consulting company providing business growth consultancy, has released macky.ai , the first AI business consulting platform that offers any organisation an easy, non-prompt-based AI consulting solution for up to 55 different business categories. What is Macky AI?

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Artificial Intelligence Artificial Intelligence AI AI 223

Marktechpost

DECEMBER 11, 2023

An object is considered typical if it resembles other items in its category. Several cognitive science studies imply that typicality is essential to category knowledge. For instance, a penguin is an unusual bird, yet a dove and a sparrow are normal birds. If you like our work, you will love our newsletter.

Machine Learning 116

Machine Learning Neural Network Categorization AI Researcher 116

Flipboard

MARCH 7, 2023

Late last month, Artifact , a personalized news reader built by Instagram’s co-founders, opened to the public. The launch was a surprise to many consumers, who wondered why the team behind one of the world’s most iconic social apps would return to startups to focus on one of the toughest areas instead: news.

Machine Learning 122

Machine Learning Algorithm Explainability ChatGPT 122

Marktechpost

DECEMBER 3, 2023

The release and success of ChatGPT have led to an upsurge in LLM-related pursuits, as both academia and industry observed an abundance of new LLMs, frequently originating from startups devoted to this field. The team has shared three primary categories that can be used to characterize the contributions of their survey.

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Large Language Models ChatGPT LLM Artificial Intelligence 125

Marktechpost

DECEMBER 12, 2023

The model extracts concept embeddings from new test images, generates images with novel visual concept compositions, and generalizes to unseen concepts. During inference, the model extracts concept embeddings from new images, enabling the generation of ideas with novel compositions. If you like our work, you will love our newsletter.

Artificial Intelligence 100

Artificial Intelligence Artificial Intelligence AI Researcher AI Research 100

Marktechpost

OCTOBER 4, 2023

In this context, a recent article published by a Japanese research team proposes a new method that utilizes a modified projection discriminator within a class-conditional generative adversarial network (GAN) to address this challenge effectively. Subsequently, datasets containing facial and non-face images are prepared for OSR.

Neural Network 126

Neural Network Categorization AI AI 126

Marktechpost

MARCH 7, 2024

This approach not only sets a new standard for performance in code generation but also fosters a culture of collaboration and innovation within the community, allowing for further advancements in the field. Also, don’t forget to follow us on Twitter and Google News. Check out the Paper.

Large Language Models 123

Large Language Models LLM Software Development Machine Learning 123

ODSC - Open Data Science

MARCH 8, 2024

Now enter PyRIT , the Python Risk Identification Tool, a new open-access automation framework designed to upend how security professionals and machine learning engineers assess the robustness of foundation models and their applications against potential threats. Interested in attending an ODSC event?

Generative AI 52

Generative AI Python Data Science Machine Learning 52

Unite.AI

JANUARY 10, 2024

This simplicity reduces the learning curve, making it an ideal starting point for those new to machine learning. Potential Applications: Customer Feedback Analysis: Classifying customer feedback into categories like positive, negative, or neutral, which can inform customer service improvements or product development strategies.

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Large Language Models LLM Machine Learning Natural Language Processing 147

Marktechpost

SEPTEMBER 13, 2023

This benchmark considers four crucial aspects of intelligence: Symbolic Mapping: LLMs are tested for their ability to generalize to new contexts using a symbolic mapping approach, similar to studies that use symbols instead of category labels. These methodological improvements hold promise for the wider research community.

LLM 128

LLM Large Language Models NLP AI Researcher 128

Towards AI

FEBRUARY 13, 2024

What happened this week in AI by Louie This week, our eyes were on a flurry of new regulations and policies surrounding using and identifying Generative AI content. This includes new AI-voice bans from the FCC, White House cryptographic verification of its statements to combat deepfakes, and new watermarks at OpenAI on DALL-E 3 content.

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Metadata OpenAI AI AI 101

AI Weekly

JULY 13, 2023

In the News Elon Musk unveils new AI company set to rival ChatGPT Elon Musk, who has hinted for months that he wants to build an alternative to the popular ChatGPT artificial intelligence chatbot, announced the formation of what he’s calling xAI, whose goal is to “understand the true nature of the universe.” Powered by pluto.fi

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Neural Network Robotics Computer Vision ChatGPT 172

Marktechpost

AUGUST 21, 2023

These generative models can be used not only to generate new images but also for editing existing ones, thanks to the recent upgrades provided by extensive research. Let us meet with 3DVADER , a new challenger that is trying to bridge this gap. The same applies to image editing. We live in a 3D world. 3DVADER can generate 3D objects.

AI Modeling 98

AI Modeling AI AI AI Researcher 98

ODSC - Open Data Science

NOVEMBER 30, 2023

Sharing exciting news from our partners at Plotly, who previously participated in our ODSC East event. They recently announced the new version of their product, Dash Enterprise. has new Jupyter Notebooks compatibility, enhanced developer features, and our favorite AI features like generative smart insights.

Large Language Models 98

Large Language Models Prompt Engineer Prompt Engineering Responsible AI 98

Marktechpost

JUNE 19, 2023

However, there is a certain downside to existing detection models regarding the number of base categories they can identify. Previous trials have indicated that if a detection model is trained on the COCO dataset, its capability to detect approximately 80 categories can be attained.

AI Researcher 57

AI Researcher AI Research Convolutional Neural Networks Computer Vision 57

Marktechpost

JULY 6, 2023

One major limitation is that EEG data provide only coarse-grained information at the category level. Some failure cases showed instances where certain categories were mapped to others with similar shapes or colors. Check out the Paper and Github.

AI Tools 98

AI Tools AI AI AI Researcher 98

Marktechpost

FEBRUARY 16, 2024

A new study by Tsinghua University and Zhipu AI explores Chain of Manipulations (CoM), a generic mechanism that allows VLMs to execute evidential visual reasoning. Also, don’t forget to follow us on Twitter and Google News. VLMs acquire various visual contents (e.g., Check out the Paper and Github.

Large Language Models 120

Large Language Models Machine Learning Automation ML 120

Towards AI

FEBRUARY 27, 2024

Google’s Gemma models were a somewhat surprising entry into the open-source LLM arena, with new 2B and 7B models debatably leading their categories on benchmarks. The startup is also launching its alternative to ChatGPT with a new service called Le Chat, currently available in beta. Why should you care?

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LLM AI AI ChatGPT 96

Marktechpost

AUGUST 19, 2023

This falls under a broad category of Computer Vision. A team of researchers from Chongqing University designed a new system that could enhance these nanohole arrays into structural colors. The main advantage of this color is that these colors won’t degrade over time.

Deep Learning 97

Deep Learning Computer Vision Machine Learning AI 97

Marktechpost

FEBRUARY 24, 2024

To deal with the challenges posed by limited underwater image datasets and image quality degradation, a research team from China recently published a new paper proposing innovative solutions. Also, don’t forget to follow us on Twitter and Google News. Check out the Paper. If you like our work, you will love our newsletter.

Deep Learning 98

Deep Learning Robotics Algorithm Machine Learning 98

Marktechpost

NOVEMBER 19, 2023

It also successfully responded to free-text natural language commands, even for new categories of objects not seen during demonstrations. Also, don’t forget to join our 33k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

Robotics 128

Robotics AI AI Automation 128

Marktechpost

OCTOBER 20, 2023

Each modality represents a specific category or aspect of data and can take different forms. Also, don’t forget to join our 31k+ ML SubReddit , 40k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more. We are also on WhatsApp.

Artificial Intelligence 132

Artificial Intelligence Artificial Intelligence Neural Network Machine Learning 132

Marktechpost

SEPTEMBER 12, 2023

Fine-grained image categorization delves into distinguishing closely related subclasses within a broader category. Also, don’t forget to join our 30k+ ML SubReddit , 40k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

Convolutional Neural Networks 106

Convolutional Neural Networks Categorization Neural Network Deep Learning 106

Towards AI

APRIL 9, 2024

We also saw a new music model from Stability AI — Stable Audio 2.0, The pace at which Generative AI is being applied to new domains is incredible. – Louie Peters — Towards AI Co-founder and CEO Hottest News 1.OpenAI’s However, the music industry is particularly experienced and well-organized in protecting its copyright!

AI 107

AI AI LLM OpenAI 107

Marktechpost

DECEMBER 5, 2023

Generative models can identify anomalies or outliers by quantifying the deviation of a new data point from the learned data distribution. A pre-trained discriminative model encodes the image into a hypothesis, such as an object category label, segmentation map, or depth map. If you like our work, you will love our newsletter.

AI Modeling 110

AI Modeling AI AI AI Researcher 110

Marktechpost

JANUARY 3, 2024

This new approach has achieved remarkable results using only synthetic data and a remarkably small number of training steps, which are less than 1,000. In recent research, a team of researchers from Microsoft Corporation has presented a unique and simple method for producing high-quality text embeddings.

Artificial Intelligence 105

Artificial Intelligence Artificial Intelligence Large Language Models BERT 105

ODSC - Open Data Science

DECEMBER 7, 2023

Data Science & AI News New Breakthrough by Google DeepMind Unveils New Materials According to a new research paper, Google’s DeepMind has discovered hundreds of thousands of new hypothetical material designs. Need some help convincing your manager to send you to ODSC East this April?

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Explainable AI Data Scientist Data Science Python 98