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. ML models are constantly being developed to improve healthcare efficiency and outcomes, from classification to semantic segmentation, object detection, and image generation.

Machine Learning 98

Machine Learning Data Scarcity Algorithm AI Researcher 98

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 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

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 LLM Algorithm Natural Language Processing 109

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 109

AI Researcher AI Research Neural Network Algorithm 109

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

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 124

AI Researcher AI Research Categorization Deep Learning 124

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

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 123

AI Researcher AI Research Neural Network Robotics 123

Marktechpost

JULY 14, 2023

Industry and academia increasingly focus on machine learning (ML) optimization in computer architecture research to meet stringent domain-specific requirements. These include ML for computer architecture, ML for TinyML acceleration, DNN accelerator datapath optimization, memory controllers, power consumption, security, and privacy.

Machine Learning 98

Machine Learning Algorithm ML AI 98

Marktechpost

DECEMBER 10, 2023

DeepCache performs better than retraining-required pruning and distillation algorithms, sustaining its higher efficacy under the In conclusion, DeepCache definitely shows great promise as a diffusion model accelerator, providing a useful and affordable substitute for conventional compression techniques.

Algorithm 104

Algorithm Deep Learning Artificial Intelligence Artificial Intelligence 104

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

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 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

SEPTEMBER 1, 2023

Researchers have been exploring behavioral and physiological biometrics for enhancing mobile device security. Incorporating machine learning and deep learning algorithms has shown promise in bolstering security. All Credit For This Research Goes To the Researchers on This Project. Check out the Paper.

Deep Learning 104

Deep Learning Machine Learning Algorithm Convolutional Neural Networks 104

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

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

JULY 26, 2023

Given the paramount importance of safety, extensive research is underway worldwide to enhance navigation systems and enable the identification of the safest and most efficient routes. The researchers at UBC have developed an algorithm that could navigate and suggest the safest possible route.

Algorithm 98

Algorithm AI AI AI Researcher 98

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 120

AI Researcher AI Research Computer Vision Algorithm 120

Marktechpost

NOVEMBER 14, 2023

Accompanied by real noisy motion capture data, ground truth expert data, and sub-optimal data, the benchmark facilitates comprehensive evaluation of IL algorithms across difficulty levels. LocoMuJoCo aims to overcome limitations in existing standards and facilitate rigorous evaluation of IL algorithms.

Algorithm 124

Algorithm Machine Learning Python AI Researcher 124

Marktechpost

OCTOBER 17, 2023

ProGen’s underlying methodology involves a next-token prediction mechanism similar to the predictive algorithms utilized in natural language processing. Join our AI Channel on Whatsapp. If you like our work, you will love our newsletter. We are also on WhatsApp.

Artificial Intelligence 98

Artificial Intelligence Artificial Intelligence AI Researcher AI Research 98

Marktechpost

OCTOBER 24, 2023

RAFA is an AI system that uses a linguistic model to carry out RL/PL tasks. The algorithm keeps track of the most recent formula and produces the next procedure to reach this objective. All Credit For This Research Goes To the Researchers on This Project. Join our AI Channel on Whatsapp. We are also on WhatsApp.

Artificial Intelligence 98

Artificial Intelligence Artificial Intelligence LLM AI Researcher 98

Marktechpost

DECEMBER 5, 2023

The system introduces a signal segmentation method using the LSTM algorithm to determine the start and endpoint of human activities accurately. Researchers tested the system and found that it achieved an impressive 97% accuracy rate in recognizing human activities. If you like our work, you will love our newsletter.

Deep Learning 109

Deep Learning AI Researcher AI Research AI 109

Marktechpost

AUGUST 8, 2023

The team of research scientists used deep learning techniques to predict the molecules with a 10 times increase in size as the previously obtained molecules. The research scientists are still working on the quality of hydrophobic bond strength via Deep Learning models.

Deep Learning 98

Deep Learning AI Researcher AI Research Machine Learning 98

Marktechpost

DECEMBER 28, 2023

Modern object detection algorithms rely heavily on deep learning models that have been trained end-to-end. All credit for this research goes to the researchers of this project. Nevertheless, for object detection to work, one needs the names of the items in the images and precise bounding boxes that surround them completely.

Machine Learning 104

Machine Learning AI Researcher AI Research Deep Learning 104

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

OCTOBER 21, 2023

The model first represents objects’ geometry and shape in the input video using a space carving algorithm and a neural network to learn how to represent the 3D scene from the point cloud. The researchers evaluated the performance of 4K4D on multiple datasets such as DNA-Rendering, ENeRF-Outdoor, etc. We are also on WhatsApp.

AI Researcher 123

AI Researcher AI Research Neural Network Computer Vision 123

ODSC - Open Data Science

FEBRUARY 22, 2024

The Limits of Retrieval Augmentation, 8 AI Research Labs Worth Exploring, and Supercharging LLMs with LangChain Is RAG All You Need? Researchers Use Machine Learning to Aid in Early Dementia Diagnosis Researchers are hoping to be able to predict future dementia in healthy adults using machine learning algorithms.

AI Researcher 52

AI Researcher AI Research Large Language Models Machine Learning 52

Marktechpost

JANUARY 14, 2024

Four algorithms were employed: XGBoost, autoencoders, ANN, and SVM. 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. Also, don’t forget to follow us on Twitter.

Machine Learning 108

Machine Learning AI Researcher AI Research Neural Network 108

Marktechpost

AUGUST 5, 2023

Furthermore, using user-friendly algorithms like OpenPose and MediaPipe, recording human postures for virtual content development and VR/AR has significantly increased in popularity. All Credit For This Research Goes To the Researchers on This Project.

AI Researcher 98

AI Researcher AI Research Categorization AI 98

Marktechpost

SEPTEMBER 26, 2023

Language-acquisition algorithms’ gender bias Gender bias in language models has been extensively studied and documented. According to the research, Unconstrained language models reflect and exacerbate the prejudices of the larger culture in which they are entrenched. If you like our work, you will love our newsletter.

AI Researcher 122

AI Researcher AI Research Large Language Models LLM 122

Marktechpost

DECEMBER 24, 2023

All credit for this research goes to the researchers of this project. 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. New Research Alert!

Machine Learning 113

Machine Learning Large Language Models Algorithm LLM 113

Marktechpost

MAY 1, 2024

Artificial intelligence and machine learning are fields focused on creating algorithms to enable machines to understand data, make decisions, and solve problems. This focus on the efficiency and precision of AI systems remains a central challenge, particularly as the complexity and size of datasets continue to grow.

Neural Network 122

Neural Network Machine Learning Artificial Intelligence Artificial Intelligence 122

Marktechpost

JULY 9, 2023

By directly training diffusion models on RL-based objectives, the researchers demonstrate significant improvements in prompt-image alignment and optimizing objectives that are difficult to express through traditional prompting methods. DDPO presents a class of policy gradient algorithms designed for this purpose.

Algorithm 104

Algorithm AI Tools AI Researcher AI Research 104

Marktechpost

JUNE 6, 2023

The rise of antibiotic-resistant bacteria necessitates the development of new antibiotics, and the use of AI in drug discovery holds great promise. The researchers employed a machine-learning algorithm to evaluate nearly 7,000 chemical compounds and identify a potential drug that inhibits the growth of Acinetobacter baumannii.

Artificial Intelligence 98

Artificial Intelligence Artificial Intelligence Algorithm AI Tools 98

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.

Large Language Models 104

Large Language Models Artificial Intelligence Artificial Intelligence Algorithm 104

Marktechpost

JANUARY 18, 2024

New assessment metrics are needed to help create new algorithms for visual representation learning, even if a well-designed Mixture-of-Features approach might overcome visual restrictions and combine the best features of the two learning paradigms. All credit for this research goes to the researchers of this project.

AI Researcher 112

AI Researcher AI Research Large Language Models AI 112