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 135

Neural Network Algorithm Continuous Learning Machine Learning 135

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 128

Large Language Models Algorithm Robotics LLM 128

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

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 137

Artificial Intelligence Artificial Intelligence Algorithm Large Language Models 137

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 127

AI Researcher AI Research Algorithm AI 127

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 104

ML Computer Vision Artificial Intelligence Artificial Intelligence 104

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 130

AI Researcher AI Research AI AI 130

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 131

Machine Learning AI Researcher AI Research Large Language Models 131

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

DECEMBER 29, 2024

To address these challenges, researchers from MIT, Sakana AI, OpenAI, and The Swiss AI Lab IDSIA have developed the Automated Search for Artificial Life (ASAL). This innovative algorithm leverages vision-language foundation models (FMs) to automate the discovery of artificial lifeforms.

Automation 99

Automation Algorithm OpenAI AI 99

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 130

AI Researcher AI Research Robotics Algorithm 130

Marktechpost

JANUARY 17, 2024

In response, the Ali Baba Group and the Shanghai Jiao Tong University researchers introduce an innovative distributed attention algorithm, DistAttention, which segments the Key-Value (KV) Cache into smaller, manageable units, enabling distributed processing and storage of the attention module.

LLM 102

LLM Algorithm AI Researcher AI Research 102

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 130

AI Researcher AI Research LLM AI 130

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 117

AI Researcher AI Research Data Scarcity Prompt Engineering 117

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 117

Neural Network AI Researcher AI Research Algorithm 117

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 108

AI Researcher AI Research Algorithm Explainability 108

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 122

AI Researcher AI Research Neural Network Robotics 122

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 122

Algorithm Large Language Models AI Researcher AI Research 122

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

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 130

Deep Learning Robotics Algorithm AI Researcher 130

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 128

Neural Network Machine Learning Algorithm Deep Learning 128

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 125

Algorithm Automation AI Researcher AI Research 125

Marktechpost

DECEMBER 7, 2023

To overcome this challenge, researchers continuously make algorithmic advancements to improve their efficiency and make them more accessible. These advancements are paving the way for future innovations in AI, particularly in the domain of natural language processing. If you like our work, you will love our newsletter.

Large Language Models 109

Large Language Models Algorithm LLM Natural Language Processing 109

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 219

Machine Learning NLP AI AI 219

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 123

AI Researcher AI Research Inference Engine AI 123

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 114

AI Researcher AI Research Categorization Deep Learning 114

Marktechpost

JANUARY 12, 2024

.’ To tackle these challenges, the research community has employed a range of methodologies. The backbone of most diarization systems is a combination of voice activity detection, speaker turn detection, and clustering algorithms. All credit for this research goes to the researchers of this project.

Large Language Models 127

Large Language Models Machine Learning LLM AI Researcher 127

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 125

Large Language Models AI Researcher AI Research LLM 125

Marktechpost

NOVEMBER 29, 2023

As a result, creating adaptable algorithms and representative datasets that cover a range of driving styles, behaviors, and traffic situations is essential for including driving heterogeneity in car-following models. All credit for this research goes to the researchers of this project.

AI Researcher 107

AI Researcher AI Research Neural Network Algorithm 107

Marktechpost

JANUARY 21, 2024

In the ideal case, it would be more beneficial for the algorithm to learn from multiple annotated reasoning paths associated with a given question, as this could enhance its overall performance and adaptability. Subsequently, it leverages online reinforcement learning, specifically employing the Proximal Policy Optimization (PPO) algorithm.

AI Researcher 112

AI Researcher AI Research Python Algorithm 112

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 118

AI Researcher AI Research Computer Vision Algorithm 118

Marktechpost

DECEMBER 30, 2024

The study conducted a prospective, multicenter observational study to develop and evaluate an ML algorithm, the Sepsis ImmunoScore, designed to identify sepsis within 24 hours and assess critical illness outcomes such as mortality and ICU admission. All credit for this research goes to the researchers of this project.

AI Tools 112

AI Tools Algorithm AI AI 112

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.

Artificial Intelligence 121

Artificial Intelligence Artificial Intelligence AI Researcher AI Research 121

Marktechpost

DECEMBER 20, 2023

The study addresses current challenges and sets a precedent for future research, emphasizing the significance of considering hardware characteristics in the development of inference-optimized algorithms for advanced language models. All credit for this research goes to the researchers of this project.

Large Language Models 109

Large Language Models AI Researcher AI Research LLM 109

Topbots

DECEMBER 5, 2023

Top 10 AI Research Papers 2023 1. Sparks of AGI by Microsoft Summary In this research paper, a team from Microsoft Research analyzes an early version of OpenAI’s GPT-4, which was still under active development at the time. Sign up for more AI research updates. Enjoy this article?

AI Researcher 111

AI Researcher AI Research Natural Language Processing Neural Network 111

Marktechpost

APRIL 23, 2024

Their study introduces a comprehensive metric for comparing LDM latent and formulates a task-agnostic algorithm for compressing LDMs through architectural pruning. The method effectively identifies and removes components with minimal contribution to the output, resulting in compressed models with faster inference speeds and fewer parameters.

AI Researcher 104

AI Researcher AI Research Natural Language Processing Computer Vision 104

Marktechpost

DECEMBER 13, 2024

Unlike generative modeling, which uses pre-existing data samples, sampling requires algorithms to explore high-probability regions of the distribution without direct access to such samples. In this manner, the SCLD algorithm capitalizes on their strengths while addressing their weaknesses.

Algorithm 76

Algorithm Robotics AI AI 76