AI Weekly

NOVEMBER 16, 2023

Powered by superai.com In the News 10 Breakthrough AI Research Papers to Read in 2024 These papers encompass a diverse array of advancements, ranging from ethical considerations to quantum computing applications, healthcare innovations to climate analysis.

AI Researcher 201

AI Researcher AI Research Robotics Artificial Intelligence 201

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 124

Large Language Models Algorithm Robotics LLM 124

AI Weekly

JUNE 29, 2023

In the News Next DeepMind's Algorithm To Eclipse ChatGPT IN 2016, an AI program called AlphaGo from Google’s DeepMind AI lab made history by defeating a champion player of the board game Go. The study reveals that 20% of male users are already using AI to improve their online dating experiences. Powered by pluto.fi

Algorithm 177

Algorithm ChatGPT Convolutional Neural Networks Robotics 177

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 117

AI Researcher AI Research Algorithm AI 117

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

AI Researcher 121

AI Researcher AI Research AI AI 121

Marktechpost

JULY 4, 2023

Here In-context learning comes in handy as it can learn the regression algorithms per task, which means the model will use separate fitted regressions for different sets of inputs. They have used a transformer as a learning algorithm that can be specialized by training to implement another target algorithm at inference time.

Artificial Intelligence 57

Artificial Intelligence Artificial Intelligence Algorithm AI Researcher 57

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 97

Large Language Models LLM Algorithm Natural Language Processing 97

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 cars are assumed to exhibit consistent and similar behavior patterns in the proposed benchmark.

AI Researcher 92

AI Researcher AI Research Neural Network Algorithm 92

Marktechpost

FEBRUARY 20, 2024

This field forms the foundation for developing algorithms, models, and simulations that solve complex real-world problems. Don’t Forget to join our Telegram Channel The post NVIDIA AI Research Introduce OpenMathInstruct-1: A Math Instruction Tuning Dataset with 1.8M If you like our work, you will love our newsletter.

AI Researcher 124

AI Researcher AI Research LLM AI 124

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 94

AI Researcher AI Research Natural Language Processing Computer Vision 94

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 113

AI Researcher AI Research Neural Network Robotics 113

Marktechpost

JULY 23, 2023

All Credit For This Research Goes To Researchers on This Project. Please Don't Forget To Join Our ML Subreddit The post AI Researchers At Mayo Clinic Introduce A Machine Learning-Based Method For Leveraging Diffusion Models To Construct A Multitask Brain Tumor Inpainting Algorithm appeared first on MarkTechPost.

Machine Learning 81

Machine Learning Data Scarcity Algorithm AI Researcher 81

Marktechpost

JANUARY 15, 2024

The benchmark challenges existing unlearning algorithms, highlighting their limitations and the need for more effective solutions. Don’t Forget to join our Telegram Channel The post CMU AI Researchers Unveil TOFU: A Groundbreaking Machine Learning Benchmark for Data Unlearning in Large Language Models appeared first on MarkTechPost.

Large Language Models 131

Large Language Models Machine Learning AI Researcher AI Research 131

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 93

Algorithm Deep Learning Artificial Intelligence Artificial Intelligence 93

Marktechpost

JULY 25, 2023

In this article, they provide imitation, a library that offers excellent, trustworthy, and modular implementations of seven reward and imitation learning algorithms. Importantly, the interfaces of their algorithms are consistent, making it easy to train and contrast various methods. PyTorch implementations can be found on GitHub.

Algorithm 83

Algorithm Python AI Researcher AI Research 83

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 119

Neural Network Machine Learning Algorithm Deep Learning 119

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 122

Deep Learning Robotics Algorithm AI Researcher 122

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 118

Algorithm Automation AI Researcher AI Research 118

Marktechpost

NOVEMBER 30, 2023

By leveraging these datasets, researchers and developers can continue to refine algorithms, design more intuitive interfaces, and ultimately create personalized user experiences that adapt dynamically to varying user needs and contexts. AR and VR technologies create immersive environments where users can interact with digital elements.

AI Researcher 88

AI Researcher AI Research Data Scientist Robotics 88

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 98

Large Language Models AI Researcher AI Research LLM 98

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. The implementation of CodeIt on the ARC dataset showcased remarkable results. If you like our work, you will love our newsletter.

AI Researcher 96

AI Researcher AI Research Categorization Deep Learning 96

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 83

Algorithm AI AI AI Researcher 83

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. The researchers believe selecting a different planning depth (B = 3 or B = 4) might improve or decrease sample efficiency.

Artificial Intelligence 94

Artificial Intelligence Artificial Intelligence LLM AI Researcher 94

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 102

AI Researcher AI Research Computer Vision Algorithm 102

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 101

Algorithm Machine Learning Python AI Researcher 101

Marktechpost

MARCH 17, 2024

Artificial intelligence (AI) is quickly changing our lives and careers, from chatbots communicating with consumers to algorithms suggesting your next movie. Even the most advanced AI models are susceptible to biases, security flaws, and unforeseen outcomes. Subscribe to our AI Research Startup Newsletter Here.

AI Researcher 57

AI Researcher AI Research LLM Artificial Intelligence 57

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. These methods leverage unique user characteristics like typing patterns and facial features.

Deep Learning 88

Deep Learning Machine Learning Algorithm Convolutional Neural Networks 88

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 80

Artificial Intelligence Artificial Intelligence AI Researcher AI Research 80

Marktechpost

JULY 14, 2023

While using ML to explore design space is tempting, doing so is fraught with difficulties: Finding the best algorithm in a growing library of ML techniques is difficult. Researching architecture with machine learning: Major challenges There are many obstacles in the way of studying architecture with the help of machine learning.

Machine Learning 98

Machine Learning Algorithm ML AI 98

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 111

AI Researcher AI Research Neural Network Computer Vision 111

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 87

Deep Learning AI Researcher AI Research Machine Learning 87

Marktechpost

DECEMBER 28, 2023

Modern object detection algorithms rely heavily on deep learning models that have been trained end-to-end. Also, don’t forget to join our 35k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , LinkedIn Gr oup , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

Machine Learning 92

Machine Learning AI Researcher AI Research Deep Learning 92

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. These systems typically fall into two categories: modular and end-to-end systems.

Large Language Models 120

Large Language Models Machine Learning LLM AI Researcher 120

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 91

Deep Learning AI Researcher AI Research AI 91

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

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. The post This AI Research Introduces a Novel Two-Stage Pose Distillation for Whole-Body Pose Estimation appeared first on MarkTechPost.

AI Researcher 92

AI Researcher AI Research Categorization AI 92

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 102

AI Researcher AI Research Large Language Models LLM 102