Marktechpost

NOVEMBER 21, 2023

Addressing limitations in capturing thin structures and reducing artifacts through iterative procedures and algorithmic advancements is identified as an avenue for future research. All credit for this research goes to the researchers of this project. Check out the Paper.

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Artificial Intelligence Artificial Intelligence AI Researcher AI Research 107

Marktechpost

FEBRUARY 29, 2024

The rapidly developing field of Artificial Intelligence (AI) has seen a major advancement in technologies, including generative AI, deep neural networks, and Large Language Models (LLMs). AI has a wide range of effects on society, including effects on production, health, finance, and education.

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Artificial Intelligence Artificial Intelligence Neural Network Large Language Models 90

Marktechpost

OCTOBER 18, 2023

In recent years, artificial intelligence (AI) advancements have been made, notably in language modeling, protein folding, and gameplay. Moravec’s paradox, which holds that sensorimotor behaviors are inherently harder for AI agents than high-level cognitive activities, might be partly blamed for this slower progress.

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Robotics Artificial Intelligence Artificial Intelligence AI Researcher 111

Marktechpost

DECEMBER 10, 2023

Competitive programming, which is a tough evaluation of coding skills that requires competitors to write code solutions for complex issues in a limited amount of time, requires a great amount of critical thinking, logical reasoning, and a thorough comprehension of algorithms and coding concepts.

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Marktechpost

DECEMBER 19, 2023

The newly proposed hybrid CNN-MLP algorithm stands out by incorporating brain structural images and considering sex information during the model construction phase. link] The R-square results reinforce the model’s efficacy, demonstrating a high degree of variance in brain age prediction that the combined CNN-MLP algorithm can explain.

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Convolutional Neural Networks Neural Network Algorithm AI Researcher 120

AWS Machine Learning Blog

MAY 9, 2024

The rapid advancements in artificial intelligence and machine learning (AI/ML) have made these technologies a transformative force across industries. As maintained by Gartner , more than 80% of enterprises will have AI deployed by 2026. What is an AI/ML CoE?

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ML Generative AI AI AI 99

BAIR

MARCH 11, 2024

You can also turn on Disqus comments, but we recommend disabling this feature. --> Every year, the Berkeley Artificial Intelligence Research (BAIR) Lab graduates some of the most talented and innovative minds in artificial intelligence and machine learning.

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Robotics Natural Language Processing Machine Learning Computer Vision 344

Marktechpost

NOVEMBER 20, 2023

The Fast Fourier Transform (FFT) convolution algorithm calculates the convolution between an input u and convolution kernel k by mapping the input and output frequencies. Despite being asymptotically efficient, the FFT convolution algorithm has a low wall-clock time on contemporary accelerators.

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Artificial Intelligence Artificial Intelligence Algorithm Computer Vision 124

Marktechpost

OCTOBER 27, 2023

FlashAttention is an IO-aware algorithm that trains transformers faster than existing baselines. All Credit For This Research Goes To the Researchers of these individual projects. Join our AI Channel on Whatsapp. FlashAttention Transformers are powerful models capable of processing textual information.

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Artificial Intelligence Artificial Intelligence Neural Network AI 97

Marktechpost

JUNE 6, 2023

MIT and McMaster University researchers have utilized artificial intelligence (AI) to discover a new antibiotic that effectively kills drug-resistant bacteria, particularly Acinetobacter baumannii, a species commonly found in hospitals. To train their computational model, the researchers exposed A.

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Artificial Intelligence Artificial Intelligence Algorithm AI Tools 90

Marktechpost

OCTOBER 13, 2023

Researchers from the Illinois Institute of Technology, Huomo AI, and UC Berkeley introduced PB-LLM as an innovative approach for extreme low-bit quantization while preserving language reasoning capacity. Their course addresses the limitations of existing binarization algorithms and emphasizes the significance of salient weights.

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Large Language Models Artificial Intelligence Artificial Intelligence LLM 127

Marktechpost

OCTOBER 5, 2023

Their approach tackles the inherent challenge of inferring shade trees by employing a hybrid method that combines auto-regressive inference with optimization algorithms. In conclusion, Researchers introduce an approach to infer the shade tree representation, facilitating efficient and user-friendly object shading editing.

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Artificial Intelligence Artificial Intelligence Computer Vision Algorithm 124

Marktechpost

NOVEMBER 3, 2023

However, these edge-AI devices encounter a significant roadblock known as the von Neumann bottleneck, wherein memory-bound computational tasks, particularly those related to deep learning and AI, lead to an overwhelming need for data access, outstripping the capabilities of local computation within traditional algorithmic logic units.

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Artificial Intelligence Artificial Intelligence Deep Learning Algorithm 99

Marktechpost

OCTOBER 8, 2023

For instance, they achieved over a 200-fold speed improvement when maximizing scores from the LAION Aesthetics Classifier compared to RL algorithms. All Credit For This Research Goes To the Researchers on This Project. Join our AI Channel on Whatsapp. Join our AI Channel on Whatsapp. Check out the Paper.

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Artificial Intelligence Artificial Intelligence Machine Learning Algorithm 133

Marktechpost

JULY 23, 2023

In order to meet this requirement, several research institutions worked with MBARI to speed up ocean research by utilizing the capabilities of artificial intelligence and machine learning. Using AI algorithms raised the labeling rate tenfold while reducing human effort by 81 percent.

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Artificial Intelligence Artificial Intelligence Machine Learning Algorithm 85

Marktechpost

OCTOBER 9, 2023

In a groundbreaking achievement, a team of researchers led by Northwestern University has unveiled an artificial intelligence (AI) system capable of autonomously crafting and designing robots from the ground up. All Credit For This Research Goes To the Researchers on This Project. Check out the Paper.

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Robotics Artificial Intelligence Artificial Intelligence Algorithm 112

Marktechpost

JULY 4, 2023

The researchers show that Parsel can be used for theorem proving and other activities requiring algorithmic reasoning by formulating it as a general-purpose framework. Also, don’t forget to join our 13k+ ML SubReddit , Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

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Large Language Models Artificial Intelligence Artificial Intelligence Algorithm 85

Marktechpost

OCTOBER 3, 2023

There is a sizable body of academic literature devoted to scalable content-based algorithms for automatic music tagging in order to offer context. 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.

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Artificial Intelligence Artificial Intelligence Neural Network Categorization 127

Marktechpost

NOVEMBER 1, 2023

Subsequently, Wonder3D employs an innovative normal fusion algorithm to robustly reconstruct high-quality 3D geometry from the 2D representations, yielding high-fidelity textured meshes. Additionally, the authors introduce a geometry-aware normal fusion algorithm that extracts high-quality surfaces from the multi-view 2D representations.

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Artificial Intelligence Artificial Intelligence Computer Vision Robotics 91

Flipboard

JULY 12, 2023

Boost your advertising and social media game with AdCreative.ai – the ultimate Artificial Intelligence solution. Motion Motion is an ingenious solution, leveraging the power of AI to craft daily agendas that accommodate your meetings, tasks, and projects. SaneBox employs smart AI algorithms to study your email behavior.

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Artificial Intelligence Artificial Intelligence AI Tools Data Extraction 92

Marktechpost

SEPTEMBER 8, 2023

The results obtained are intriguing and demonstrate the potential of the proposed design method; however, the work could be expanded to more complex MZM models, such as including the electrode-related parameters, or to test other heuristic optimization algorithms, such as particle swarm optimization or genetic algorithms.

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Deep Learning Algorithm AI Researcher AI Research 87

Marktechpost

JUNE 27, 2023

AI hallucination is not a new problem. Artificial intelligence (AI) has made considerable advances over the past few years, becoming more proficient at activities previously only performed by humans. Yet, hallucination is a problem that has become a big obstacle for AI.

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Artificial Intelligence Artificial Intelligence AI Chatbots Chatbots 96

Marktechpost

JUNE 11, 2023

From Artificial Intelligence and Data Analysis to Cryptography and Optimization, algorithms play an important role in every domain. Algorithms are basically a set of procedures that help in completing a particular task in a step-by-step manner. To tackle it, AlphaDev has been used.

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Algorithm Artificial Intelligence Artificial Intelligence AI Tools 96

Marktechpost

SEPTEMBER 13, 2023

In today’s data-driven landscape, ensuring privacy while maximizing the utility of machine learning and data analytics algorithms has been a pressing challenge. Despite strides in foundational research and the adoption of differential privacy, striking the right balance between privacy and utility has remained elusive.

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Machine Learning Algorithm ML Big Data 77

Marktechpost

OCTOBER 31, 2023

To operate online, an algorithm must generate precise incremental reconstructions during picture capture, relying solely on historical and current observations at every time interval. They are influenced by BundleFusion, an RGB-D technique that uses a linear update algorithm to integrate new views into the scene.

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Artificial Intelligence Artificial Intelligence Deep Learning Algorithm 91

Marktechpost

MAY 17, 2024

The study uses KL divergence from the supervised fine-tuned (SFT) policy to compare performance across algorithms and budgets, revealing persistent differences. The study complements previous work on RLHF by comparing online and offline RLHF algorithms. Also, don’t forget to follow us on Twitter.

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AI Researcher AI Research Algorithm Explainability 94

AI Weekly

FEBRUARY 1, 2024

We explore how AI can transform roles and boost performance across business functions, customer operations and software development. A start-up called Perplexity shows what’s possible for a search engine built from scratch with artificial intelligence. medium.com Generative A.I.’s Powered Search Engine Replace Google?

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Robotics Artificial Intelligence Artificial Intelligence Software Development 206

Marktechpost

DECEMBER 9, 2023

The study introduces a Markov-chain Monte Carlo expectation-maximization algorithm, drawing inspiration from various related methods. 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.

Machine Learning 107

Machine Learning Algorithm AI Researcher AI Research 107

Marktechpost

OCTOBER 28, 2023

Although changeable parameters and rule-based systems make procedural generation effective in automating content development, it necessitates a thorough understanding of generation rules, algorithmic frameworks, and individual parameters. Join our AI Channel on Whatsapp. If you like our work, you will love our newsletter.

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Large Language Models Artificial Intelligence Artificial Intelligence Python 132

Marktechpost

NOVEMBER 12, 2023

The work optimizes LoRA serving through algorithmic techniques like quantization, sparsification, and model architecture enhancements, complementing system-level improvements. All credit for this research goes to the researchers of this project. Check out the Paper and Github. We are also on Telegram and WhatsApp.

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Artificial Intelligence Artificial Intelligence Large Language Models LLM 116

Marktechpost

JULY 19, 2023

By using more advanced algorithms and incorporating multimodality, GPT-4 is poised to take natural language processing to the next level, allowing it to tackle more complex reasoning problems and further improve its ability to generate human-like responses. Conclusion: Why are Multimodal LLMs the future?

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Artificial Intelligence Artificial Intelligence Large Language Models Robotics 95

Marktechpost

JULY 23, 2023

The number of AI and, in particular, machine learning (ML) publications related to medical imaging has increased dramatically in recent years. 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.

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Machine Learning Data Scarcity Algorithm AI Researcher 81

Marktechpost

JULY 24, 2023

Prediction of high-temperature superconductivity at zero temperature was a challenging task for the research scholar due to lack of atomic level information. The researchers have carefully curated a dataset of 584 atomic structures with more than 1100 values of λ and ωlog computed at different pressures.

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Artificial Intelligence Artificial Intelligence ML Deep Learning 84

Marktechpost

SEPTEMBER 24, 2023

LLVM’s optimizer is incredibly complex, with thousands of rules and algorithms written in over 1 million lines of code in the C++ programming language. All Credit For This Research Goes To the Researchers on This Project. The post Large Language Models Surprise Meta AI Researchers at Compiler Optimization!

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Large Language Models AI Researcher AI Research LLM 138

Marktechpost

JULY 17, 2023

Artificial Intelligence (AI) and Natural Language Processing (NLP) techniques are used in the process of AI content detection to automatically recognize and assess the content of a text. Here are some of the tools to check AI content. It does this by combining NLP approaches with machine learning algorithms.

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Artificial Intelligence Artificial Intelligence Natural Language Processing NLP 52

Marktechpost

OCTOBER 9, 2023

The rapid advancement in the field of generative Artificial Intelligence has brought about significant changes in the landscape of digital content creation. These AI algorithms have advanced and become more widely available, allowing for the creation of fake digital content that is incredibly compelling.

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Artificial Intelligence Artificial Intelligence AI AI 117

Marktechpost

DECEMBER 15, 2023

Several new innovations have been made possible because of the advancements in the field of Artificial intelligence and Deep Learning. To address this issue, a team of researchers from Apple has introduced DeepPCR, a unique algorithm that seeks to speed up neural network training and inference.

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