Marktechpost

FEBRUARY 22, 2025

Also, OctoTools employs a task-specific toolset optimization algorithm that selects the most relevant tools for each task, thereby improving efficiency and accuracy. The research team extensively evaluated 16 benchmarks covering vision, mathematical reasoning, scientific analysis, and medical applications. OctoTools achieved a 20.7%

Metadata 110

Metadata Large Language Models Algorithm AI 110

Marktechpost

FEBRUARY 16, 2025

Despite these advances, no method has effectively addressed all three key challenges: Long-context generalization Efficient memory management Computational efficiency Researchers from the KAIST, and DeepAuto.ai The model achieves this through a hierarchical token pruning algorithm, which dynamically removes less relevant context tokens.

LLM 82

LLM AI Researcher AI Research Large Language Models 82

Marktechpost

OCTOBER 17, 2024

Don’t Forget to join our 50k+ ML SubReddit. If you like our work, you will love our newsletter.

LLM 111

LLM Algorithm AI Researcher AI Research 111

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!

Large Language Models 138

Large Language Models AI Researcher AI Research LLM 138

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 122

Machine Learning Algorithm AI Researcher AI Research 122

Marktechpost

SEPTEMBER 3, 2023

Methods of biological neuromodulation have inspired several plasticity algorithms in models of neural networks. Furthermore, the research team expanded the neural modulation to the range of neuronal plasticity and tested NACA’s continuous learning ability in class continuous learning.

Neural Network 133

Neural Network Algorithm Continuous Learning Machine Learning 133

Marktechpost

DECEMBER 31, 2024

The researchers devised an algorithm streamlining this process, ensuring exact computation with significantly reduced runtime. The researchers demonstrated the computational efficiency of SHARQ through its single-element algorithm, which achieves a runtime nearly linear in the number of rules.

Data Mining 85

Data Mining Algorithm AI AI 85

Marktechpost

OCTOBER 28, 2023

However, a team of researchers from NVIDIA, UPenn, Caltech, and UT Austin have developed an algorithm called EUREKA that uses advanced LLMs, such as GPT-4, to create reward functions for complex skill acquisition through reinforcement learning. Join our AI Channel on Whatsapp. If you like our work, you will love our newsletter.

Large Language Models 126

Large Language Models Algorithm Robotics LLM 126

TheSequence

JUNE 30, 2024

📝 Editorial: The Single-Algorithm AI Chip The dominance of the transformer architecture in generative AI represents a pivotal moment for the AI chip industry. 🛠 Real World AI Incident Response at Meta Meta shares some details about their usage of generative AI for incident response —> Read more.

Algorithm 105

Algorithm LLM AI AI 105

Marktechpost

FEBRUARY 28, 2025

Traditional MCMC methods frequently struggle with convergence to equilibrium, leading researchers to combine them with non-equilibrium dynamics through techniques like annealed importance sampling (AIS) or sequential Monte Carlo (SMC). Also,feel free to follow us on Twitter and dont forget to join our 80k+ ML SubReddit.

Neural Network 49

Neural Network Algorithm Deep Learning AI Researcher 49

Marktechpost

NOVEMBER 18, 2023

In this paper, the researchers from UC Berkeley have explored a new method to adapt LLMs with RL for goal-directed dialogues. Their contributions include an optimized zero-shot algorithm and a novel system called imagination engine (IE) that generates task-relevant and diverse questions to train downstream agents.

Artificial Intelligence 136

Artificial Intelligence Artificial Intelligence Algorithm Large Language Models 136

Towards AI

JANUARY 29, 2025

Key Skills Required to Become a Generative AI Engineer To excel as a Generative AI Engineer, youll need a combination of technical and soft skills: Technical Skills: 1. Programming Languages: Python (most widely used in AI/ML) R, Java, or C++ (optional but useful) 2. Compose music using AI tools like Jukebox.

AI Engineer 98

AI Engineer Generative AI Neural Network BERT 98

Marktechpost

DECEMBER 11, 2023

Pearl’s main policy learning algorithm is called PearlAgent, which has features like intelligent exploration, risk sensitivity, safety constraints, etc., An effective RL agent must be able to use an offline learning algorithm to learn as well as evaluate a policy. Check out the Paper , Github , and Project.

AI Researcher 128

AI Researcher AI Research AI AI 128

Marktechpost

DECEMBER 5, 2023

However, this rich structure needs to be taken into consideration by most planning and reinforcement learning (RL) algorithms. The study team feels that it is critical to create RL algorithms with an understanding of their symmetries to increase their sample efficiency and resilience. If you like our work, you will love our newsletter.

AI Researcher 128

AI Researcher AI Research Robotics Algorithm 128

Marktechpost

JULY 22, 2024

The rapid advancement of Artificial Intelligence (AI) and Machine Learning (ML) has highlighted the critical need for large, diverse, and high-quality datasets to train and evaluate foundation models. OAK dataset offers a comprehensive resource for AI research, derived from Wikipedia’s main categories.

AI Researcher 119

AI Researcher AI Research Data Scarcity Prompt Engineer 119

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.

AI Researcher 107

AI Researcher AI Research Algorithm Explainability 107

Marktechpost

APRIL 20, 2024

Google AI researchers introduced ScaNN vector search library to address the need of efficient vector similarity search, which is a critical component of many machine learning algorithms. All credit for this research goes to the researchers of this project. Check out the Paper and Blog.

Algorithm 103

Algorithm Machine Learning AI AI 103

AWS Machine Learning Blog

MARCH 18, 2025

The rise of generative AI has significantly increased the complexity of building, training, and deploying machine learning (ML) models. Builders can use built-in ML tools within SageMaker HyperPod to enhance model performance.

Machine Learning 102

Machine Learning AI AI ML 102

Marktechpost

AUGUST 31, 2024

Researchers have been studying the viability of 1-bit FQT in an endeavor to explore these constraints. The study initially analyses FQT theoretically, concentrating on well-known optimization algorithms such as Adam and Stochastic Gradient Descent (SGD). If you like our work, you will love our newsletter.

Neural Network 114

Neural Network AI Researcher AI Research Algorithm 114

Marktechpost

JULY 29, 2024

A critical aspect of AI research involves fine-tuning large language models (LLMs) to align their outputs with human preferences. This fine-tuning ensures that AI systems generate useful, relevant, and aligned responses with user expectations. If you like our work, you will love our newsletter.

Algorithm 120

Algorithm Large Language Models AI Researcher AI Research 120

Marktechpost

DECEMBER 8, 2023

The researchers emphasized that the impact of PyPose on robot learning is revolutionary, bridging the classical foundations of robotics with contemporary learning methodologies. PyPose bridges deep learning-based perception algorithms with physics-based optimization to enable improved performance and adaptability in challenging robotic tasks.

Deep Learning 128

Deep Learning Robotics Algorithm AI Researcher 128

Marktechpost

OCTOBER 17, 2023

In this research, the authors have redefined the conventional A* search algorithm differently and combined it with a convolutional encoder to create a fully trainable end-to-end neural network planner. Join our AI Channel on Whatsapp. If you like our work, you will love our newsletter. We are also on WhatsApp.

AI Researcher 120

AI Researcher AI Research Neural Network Robotics 120

Marktechpost

MARCH 4, 2024

Efficiency of Large Language Models (LLMs) is a focal point for researchers in AI. A groundbreaking study by Qualcomm AI Research introduces a method known as GPTVQ, which leverages vector quantization (VQ) to enhance the size-accuracy trade-off in neural network quantization significantly.

Machine Learning 130

Machine Learning AI Researcher AI Research Large Language Models 130

Marktechpost

MARCH 11, 2024

A zero-shot evaluation has been carried out to evaluate the effectiveness of several language modeling and information retrieval strategies, such as the ChatGPT model, re-ranking, bi-encoder, and likelihood-based algorithms. All credit for this research goes to the researchers of this project. Check out the Paper and Github.

AI Researcher 124

AI Researcher AI Research Algorithm AI 124

Marktechpost

DECEMBER 12, 2024

As artificial intelligence (AI), machine learning (ML), and high-performance computing (HPC) become central to innovation across industries, they also bring challenges that cannot be ignored. an open-source platform designed specifically for AI, ML, and HPC workloads on AMD Instinct GPU accelerators. AMD ROCm 6.3:

ML 103

ML Computer Vision Algorithm Artificial Intelligence 103

Unite.AI

JULY 24, 2024

This innovation laid the groundwork for further advancements in AI across Apple’s product line. In 2017, Apple introduced Core ML , a machine learning framework that allowed developers to integrate AI capabilities into their apps. In addition to acquisitions, Apple has invested heavily in AI research and development.

Machine Learning 223

Machine Learning NLP AI AI 223

Marktechpost

FEBRUARY 27, 2025

DeepSeek AI Releases DualPipe, a bidirectional pipeline parallelism algorithm for computation-communication overlap in V3/R1 training. The algorithms key innovation lies in its bidirectional scheduling mechanism. Also,feel free to follow us on Twitter and dont forget to join our 80k+ ML SubReddit.

Algorithm 104

Algorithm Neural Network Deep Learning AI 104

Marktechpost

DECEMBER 15, 2023

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. The team has employed the Parallel Cyclic Reduction (PCR) algorithm to retrieve this solution. If you like our work, you will love our newsletter.

Neural Network 126

Neural Network Machine Learning Algorithm Deep Learning 126

Marktechpost

JANUARY 15, 2024

The benchmark challenges existing unlearning algorithms, highlighting their limitations and the need for more effective solutions. All credit for this research goes to the researchers of this project. Join our 36k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup.

Large Language Models 135

Large Language Models Machine Learning AI Researcher AI Research 135

Marktechpost

NOVEMBER 17, 2023

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. If you like our work, you will love our newsletter.

Algorithm 122

Algorithm Automation AI Researcher AI Research 122

Marktechpost

FEBRUARY 20, 2024

This field forms the foundation for developing algorithms, models, and simulations that solve complex real-world problems. Join our 37k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup. Mathematical reasoning involves the ability to solve problems and justify solutions logically.

AI Researcher 128

AI Researcher AI Research LLM Algorithm 128

Marktechpost

OCTOBER 16, 2024

Evaluating the performance of quantum computers has been a challenging task due to their sensitivity to noise, the complexity of quantum algorithms, and the limited availability of powerful quantum hardware. Researchers have made several attempts to analyze how noise affects the ability of quantum computers to perform useful computations.

AI Researcher 120

AI Researcher AI Research Inference Engine Algorithm 120

Marktechpost

DECEMBER 27, 2024

The study demonstrates effective attacks on linear regression models using closed-form training algorithms and extends these methods to models with pre-trained embeddings and generic architectures via Newtons method. All credit for this research goes to the researchers of this project. Dont Forget to join our 60k+ ML SubReddit.

Machine Learning 97

Machine Learning Neural Network Algorithm AI Researcher 97

Marktechpost

FEBRUARY 21, 2024

The CodeIt Algorithm, underpinned by a robust training regimen involving 400 ARC training examples and an expanded dataset of 19,200 program samples, demonstrates notable efficacy. Join our 37k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup. If you like our work, you will love our newsletter.

AI Researcher 122

AI Researcher AI Research Categorization Deep Learning 122

Marktechpost

JULY 8, 2024

Some researchers have focused on mechanistic frameworks or pattern analysis through empirical results. Don’t Forget to join our 46k+ ML SubReddit If You are interested in a promotional partnership (content/ad/newsletter), please fill out this form. Join our Telegram Channel and LinkedIn Gr oup.

Large Language Models 122

Large Language Models AI Researcher AI Research LLM 122

Marktechpost

NOVEMBER 16, 2023

Specifically, for the dynamic scene, a coarse point cloud sequence is obtained using a space carving algorithm, with the position of each point modeled as a learnable vector. Furthermore, a differentiable depth peeling algorithm is developed, utilizing the hardware rasterizer to achieve unprecedented rendering speed.

AI Researcher 117

AI Researcher AI Research Computer Vision Algorithm 117

Marktechpost

FEBRUARY 15, 2025

DeepSeek AI Research presents CODEI/O , an approach that converts code-based reasoning into natural language. All credit for this research goes to the researchers of this project. Also,feel free to follow us on Twitter and dont forget to join our 75k+ ML SubReddit. ensuring clarity and execution compatibility.

Large Language Models 94

Large Language Models Natural Language Processing Conversational AI AI 94