Marktechpost

MAY 25, 2024

Advances in imaging technology and software drive this transformation, which has significant implications for medical diagnostics, research, and education. To generate evidence at the population level, digital pathology can be integrated with other multimodal, longitudinal patient data in multimodal generative AI.

Categorization 126

Categorization Generative AI ML AI 126

Marktechpost

FEBRUARY 14, 2024

The primary hurdle in FGIR revolves around discerning subtle visual disparities crucial for distinguishing objects with highly similar overall appearances but varying fine-grained features. Its modular design facilitates easy integration of custom methods or enhancements, enabling fair comparisons with existing approaches.

Deep Learning 108

Deep Learning Categorization ML Artificial Intelligence 108

Marktechpost

JANUARY 4, 2024

However, they need an integrated approach for holistic failure management. Meet ‘Unicron,’ a novel system that Alibaba Group and Nanjing University researchers developed to enhance and streamline the LLM training process. All credit for this research goes to the researchers of this project.

Computational Linguistics 114

Computational Linguistics Large Language Models LLM BERT 114

IBM Journey to AI blog

JANUARY 9, 2024

These applications are designed to meet specific business needs by integrating proprietary data and help to ensure more accurate and relevant responses. This model expands access to NASA’s earth science data, particularly for geospatial intelligence and advancing climate-related research.

AI 254

AI AI Artificial Intelligence Artificial Intelligence 254

Marktechpost

NOVEMBER 12, 2023

There is an increasing need for a formal framework to categorize and comprehend the behavior of AGI models and their precursors as the capabilities of machine learning models advance. The framework facilitates comprehension of the dynamic environment of artificial intelligence systems by classifying AGI based on these features.

Artificial Intelligence 137

Artificial Intelligence Artificial Intelligence Categorization Machine Learning 137

Marktechpost

MARCH 15, 2024

Researchers from Peking University, Alibaba Group, Tsinghua University, and Pengcheng Laboratory propose Subject-Derived regularization (SuDe). Subjects are portrayed not just as isolated entities but as integral parts of a larger tapestry, complete with the nuanced attributes that define their categories.

Categorization 92

Categorization ML AI AI 92

Marktechpost

MARCH 24, 2024

Recognizing this challenge, Apple researchers have embarked on a groundbreaking study to enhance the intuitiveness of these interactions. However, these methods often falter in noisy environments or ambiguous speech scenarios, which could be clearer, highlighting a gap that this new research aims to bridge.

Large Language Models 121

Large Language Models LLM Categorization AI 121

Unite.AI

MAY 17, 2024

Existing work employing traditional image inpainting techniques like Generative Adversarial Networks or GANS, and Variational Auto-Encoders or VAEs often require auxiliary hand-engineered features but at the same time, do not deliver satisfactory results. Recently, diffusion models like Stable Diffusion , and Stable Diffusion 1.5

Computer Vision 147

Computer Vision Auto-complete Categorization Artificial Intelligence 147

Marktechpost

MAY 9, 2024

Neglecting this preliminary stage may result in inaccurate tokenization, impacting subsequent tasks such as sentiment analysis, language modeling, or text categorization. Unstructured specializes in extracting and converting complex data into AI-friendly formats that are optimized for Large Language Model (LLM) integration, like JSON.

NLP 95

NLP Natural Language Processing Metadata Large Language Models 95

Marktechpost

DECEMBER 3, 2023

PepCNN, a deep learning model developed by researchers from Griffith University, RIKEN Center for Integrative Medical Sciences, Rutgers University, and The University of Tokyo, addresses the problem of predicting protein-peptide binding residues. All credit for this research goes to the researchers of this project.

Deep Learning 93

Deep Learning Categorization AI Researcher AI Research 93

AssemblyAI

NOVEMBER 30, 2023

  Here we examine how companies are building AI-powered call analytics tools and features using Speech AI models such as Automatic Speech Recognition, Audio Intelligence, and Large Language Models, as well as some of the top benefits and use cases for integrating Speech AI.  First, what is Speech AI?

Large Language Models 147

Large Language Models AI Tools Data Analysis AI 147

Unite.AI

MARCH 6, 2024

Access to Ready-to-Use Resources : Gemma is equipped with Colab and Kaggle notebooks for immediate use, along with integrations with popular platforms such as Hugging Face and NVIDIA NeMo. It excels in language understanding, reasoning, question answering, commonsense reasoning, and specialized domains like mathematics, science, and coding.

Generative AI 133

Generative AI Responsible AI Neural Network AI 133

Unite.AI

SEPTEMBER 20, 2023

Hugging Face is an AI research lab and hub that has built a community of scholars, researchers, and enthusiasts. We'll also walk through the essential features of Hugging Face, including pipelines, datasets, models, and more, with hands-on Python examples. Safetensors Safetensors benefit from Rust's speed and safety features.

LLM 342

LLM BERT NLP Python 342

Marktechpost

OCTOBER 11, 2023

This article explores the principles, features, and capabilities of Kandinsky1, a powerful model with 3.3 These diffusion models, categorized as pixel-level and latent-level, excel in image generation, surpassing GANs in fidelity and diversity. All Credit For This Research Goes To the Researchers on This Project.

AI Researcher 121

AI Researcher AI Research Computer Vision Categorization 121

Unite.AI

SEPTEMBER 18, 2023

With the widespread attention, and potential applications of blockchain and artificial intelligence technologies, the privacy protection techniques that arise as a direct result of integration of the two technologies is gaining notable significance.

Deep Learning 321

Deep Learning Artificial Intelligence Artificial Intelligence AI 321

Marktechpost

AUGUST 26, 2023

Researchers from Hugging Face have introduced an innovative solution to address the challenges posed by the resource-intensive demands of training and deploying large language models (LLMs). Their newly integrated AutoGPTQ library in the Transformers ecosystem allows users to quantize and run LLMs using the GPTQ algorithm.

Algorithm 98

Algorithm Large Language Models Natural Language Processing Categorization 98

Marktechpost

AUGUST 25, 2023

The subject of emotions has been extensively explored throughout history; from Cicero’s four-way classification in Ancient Rome to contemporary brain research, the concept of emotions has consistently captivated humanity’s interest. These features include video data, character faces, and text features.

Categorization 93

Categorization AI AI Artificial Intelligence 93

ODSC - Open Data Science

OCTOBER 24, 2023

Being an integral, it is less sensitive to errors. It easily handles a mix of categorical, ordinal, and continuous features. Yet, I haven’t seen a practical implementation tested on real data in dimensions higher than 3, combining both numerical and categorical features. In particular, The ECDF always exists.

Categorization 98

Categorization Data Science Neural Network Algorithm 98

Marktechpost

MAY 9, 2024

Also, their library features an expansive range of over 1000 instruments, representing diverse cultural heritages worldwide and promoting inclusivity and global representation in AI music models. This library systematically categorizes songs, capturing key, tempo, chords, instrumentation, song structures, time signature, genre and more.

Metadata 119

Metadata Categorization AI AI 119

AssemblyAI

SEPTEMBER 13, 2023

These virtual meeting platforms are often comprised of powerful AI-powered tools and features that augment communication, collaboration, and sales engagement by automatically summarizing meetings, extracting key insights from meeting notes, or recommending next steps post-sales calls or interviews. What is AI summarization? Source: Fireflies.ai

Auto-complete 130

Auto-complete AI AI Automation 130

Marktechpost

OCTOBER 4, 2023

Research focuses on categorizing human facial images by emotions through facial expression recognition (FER) using powerful deep neural networks (DNNs). A modified projection discriminator, integrated into a class-conditional GAN, is key to achieving discrimination. Check out the Paper.

Neural Network 118

Neural Network Categorization AI AI 118

Becoming Human

MARCH 12, 2024

Traditionally reliant on human expertise and manual research, the legal profession is at the cusp of a technological shift as Artificial Intelligence (AI) makes inroads. This transformative shift challenges traditional legal research and case analysis methods, which involved extensive manual sifting through legal precedents.

Automation 105

Automation Artificial Intelligence Artificial Intelligence NLP 105

AssemblyAI

FEBRUARY 13, 2023

For example, AssemblyAI’s Conversational Summarization Model is informed by an innovative area of research called Reinforcement Learning (RL). CallRail, a lead intelligence software company, was an early integrator of AI and remains deeply dedicated to investing in new breakthroughs in the field.

Categorization 130

Categorization AI AI Explainability 130

Towards AI

APRIL 10, 2024

To categorize a place on a map, for instance, by figuring out if it’s a city or a forest, you look at the spots that are closest to you and identify what they are. Evelyn Fix and Joseph Hodges created k-NN for the first time in 1951 while conducting research for the US military. K is the defined number of Neighbors used in voting.

Categorization 103

Categorization Python Algorithm Machine Learning 103

Unite.AI

DECEMBER 21, 2023

To give you an overview, Semrush is an all-in-one marketing toolkit offering a wide range of features to help you optimize your website and drive more organic traffic. Verdict Semrush offers the most robust SEO tools for keyword research, rank tracking, link building, and analyzing competitors. Optimize on-page and local SEO.

AI Tools 245

AI Tools Categorization Explainability AI 245

Unite.AI

MAY 29, 2024

Businesses can now easily convert unstructured data into valuable insights, marking a significant leap forward in technology integration. Named Entity Recognition ( NER) Named entity recognition (NER), an NLP technique, identifies and categorizes key information in text.

Data Extraction 147

Data Extraction Neural Network Large Language Models Automation 147

Marktechpost

DECEMBER 6, 2023

The problem of achieving superior performance in robotic task planning has been addressed by researchers from Tsinghua University, Shanghai Artificial Intelligence Laboratory, and Shanghai Qi Zhi Institute by introducing Vision-Language Planning (VILA). Addressing this, Robotic VILA is an approach integrating vision and language processing.

Robotics 77

Robotics LLM Categorization Artificial Intelligence 77

AssemblyAI

NOVEMBER 27, 2023

Built with cutting-edge AI research, ASR models can transcribe audio and video files both asynchronously, after a file has been recorded, or synchronously with the aid of a real-time ASR model.  million hours of English audio data from a diverse range of datasets and is informed by seminal research.

Large Language Models 147

Large Language Models AI AI AI Modeling 147

Marktechpost

MARCH 13, 2024

Amidst this landscape, a recent study spearheaded by researchers from the Allen Institute for AI, Stanford University, and the University of Chicago, sheds light on an insidious form of bias: Dialect Prejudice against African American English (AAE) Speakers. All credit for this research goes to the researchers of this project.

AI 84

AI AI Categorization Artificial Intelligence 84

Marktechpost

OCTOBER 24, 2023

LLMs are proficient at recognizing and categorizing named entities in text, such as names of people, places, organizations, dates, and more. Researchers at the University of California built a new model named MiniGPT-5, which involves vision and language generation techniques based on generative vokens.

Natural Language Processing 94

Natural Language Processing Large Language Models Categorization Chatbots 94

Marktechpost

SEPTEMBER 28, 2023

Auditing Large Language Models (LLMs) has become a paramount concern as these models are increasingly integrated into various applications. Researchers have introduced AdaTest++, an advanced auditing tool that revolutionizes the LLM auditing landscape to address these challenges. If you like our work, you will love our newsletter.

Large Language Models 87

Large Language Models LLM Categorization AI 87

Unite.AI

MARCH 12, 2024

There are three distinguishing features that separates the InstantID framework from existing text to image generation frameworks. Overall, the contributions of the InstantID framework can be categorized in the following points.

Generative AI 130

Generative AI Categorization AI Modeling Automation 130

Unite.AI

MAY 24, 2024

Researchers have already explored ways to incorporate Mamba and SSM or State Space Model into visual recognition tasks, and Vision Mamba that incorporates Mamba to develop isotropic vision models akin to Vision Transformer is a great example of the same. The hidden state can be seen as a fixed-size memory that stores historical information.

Convolutional Neural Networks 130

Convolutional Neural Networks Neural Network BERT Natural Language Processing 130

AssemblyAI

FEBRUARY 6, 2024

  For example, lead intelligence software company CallRail uses conversation intelligence to auto-score and auto-categorize key sections of conversations processed by its platform to help its customers more intelligently and efficiently analyze this call data.

AI Modeling 246

AI Modeling AI AI Large Language Models 246

Marktechpost

APRIL 29, 2024

A new study by University of Southern Denmark researchers introduces SynthEval, a novel evaluation framework in the Python package. Their motivation comes from the belief that the SynthEval framework may significantly influence the research community and provide a much-needed answer to the evaluation scene. Check out the Paper.

Machine Learning 103

Machine Learning Computer Vision Algorithm Categorization 103

IBM Journey to AI blog

FEBRUARY 9, 2024

2024 thus stands to be a pivotal year for the future of AI, as researchers and enterprises seek to establish how this evolutionary leap in technology can be most practically integrated into our everyday lives. The evolution of generative AI has mirrored that of computers, albeit on a dramatically accelerated timeline.

AI 241

AI AI Generative AI Artificial Intelligence 241

Unite.AI

FEBRUARY 13, 2024

Diffusion models have undoubtedly revolutionized the AI and ML industry, with their applications in real-time becoming an integral part of our everyday lives. This approach integrates a post-hoc sampling strategy into the general form of the DDIM component seamlessly, preventing out-of-distribution latent shifts.

Deep Learning 162

Deep Learning Computer Vision Categorization ML 162