Marktechpost

JUNE 27, 2023

In this study, authors from Microsoft Research demonstrate that good-quality data can further enhance the SOTA of large language models (LLMs) while significantly decreasing the dataset size and training computation.

Large Language Models 121

Large Language Models Python Neural Network LLM 121

Marktechpost

APRIL 24, 2024

The author demonstrates how to use the tool to work with large and complex datasets and create environments for sharing reports. The author also explores the best practices for data preparation and modeling to effectively solve a variety of real-world problems.

Business Intelligence 90

Business Intelligence Artificial Intelligence Artificial Intelligence Explainability 90

Marktechpost

JUNE 8, 2023

In this study, the authors present ReLM, a system for checking and querying LLMs with the help of conventional regular expressions. In addition to establishing ReLM, the authors show how the patterns of strings can be used in various LLM evaluation tasks. Regular Expression engine for LMs, or ReLM for short.

Large Language Models 107

Large Language Models LLM Inference Engine AI 107

Marktechpost

APRIL 2, 2024

The authors focus not only on the practical aspects but also on the maths underlying the algorithms. If you want to suggest any book that we missed from this list, then please email us at asif@marktechpost.com The post Top Python Programming Books to Read in 2024 appeared first on MarkTechPost.

Python 113

Python Machine Learning Data Science Data Analysis 113

Marktechpost

JUNE 11, 2023

A new paper was recently published in which the authors aim to address the limitations in evaluating OOD detection methods. The authors propose the creation of a new dataset called NINCO (No ImageNet Class Objects) to address the limitations in evaluating OOD detection methods.

Categorization 67

Categorization Deep Learning AI Tools AI Researcher 67

Marktechpost

AUGUST 1, 2023

With the aim of studying the limits of Transformers in solving compositional tasks that require multi-step reasoning, the authors have proposed two hypotheses. Join the fastest growing ML Community on Reddit The authors have formulated the compositional tasks as computation graphs in order to investigate the two hypotheses.

Large Language Models 65

Large Language Models AI Researcher AI Research BERT 65

Marktechpost

JULY 21, 2023

In the research paper reported in this article, the authors explore the potential of human sketches to enhance fundamental vision tasks, particularly focusing on object detection. For instance, supposing you are looking for a specific dog’s picture in your collection, sketching its picture in your mind can help you find it faster.

AI Tools 70

AI Tools AI Researcher AI Research ML 70

Marktechpost

JUNE 25, 2023

The authors introduce two novel changes to the original method to improve the D-Adaptation method’s worst-case non-asymptotic convergence rate. They enhance the algorithm’s convergence speed and solution quality performance by tweaking the adaptive learning rate method.

Natural Language Processing 99

Natural Language Processing Computer Vision Algorithm AI 99

Marktechpost

JULY 2, 2023

The authors conduct extensive evaluations using different datasets, deepfake generators, and face recognition approaches to verify the effectiveness and quality of the proposed system. Authors integrate multiple deepfake generators, such as Nirkin et al., FTGAN, FSGAN, and SimSwap, into their framework.

Algorithm 72

Algorithm AI Tools AI Researcher AI Research 72

Marktechpost

JUNE 23, 2023

Evaluating the models on the original validation datasets The authors propose three full-body and face anonymization techniques: blurring, mask-out, and realistic anonymization. The authors also address global context issues in full-body synthesis through histogram equalization and latent optimization.

Computer Vision 56

Computer Vision AI Tools AI AI 56

Marktechpost

JUNE 11, 2023

The authors of the research paper have mentioned AssemblyGame, a single-player game in which the player selects low-level CPU instructions to create new and efficient sorting algorithms. It has the potential to change the way humans think about algorithm design because of its capacity for learning from experience and performance optimization.

Algorithm 96

Algorithm Artificial Intelligence Artificial Intelligence AI Tools 96

Marktechpost

JUNE 8, 2023

The authors have mentioned that CWM has shown great capabilities in generating high-quality outputs for various tasks using real-world images and videos. Core visual notions can be derived by simply perturbing the inputs and examining the changes in the model’s responses.

Computer Vision 105

Computer Vision Neural Network Large Language Models Artificial Intelligence 105

Marktechpost

JUNE 28, 2023

Indeed, the authors argue that although regularization enables faithful content creation conditioned by text, it also leads to the loss of detailed information, resulting in inferior performance. In contrast to previous methods, ProFusion eliminates the requirement for regularization during the training process.

AI 102

AI AI AI Tools AI Researcher 102

Marktechpost

JUNE 18, 2023

The authors have used publically accessible models like OpenAI’s GPT-3.5-turbo Only the context and premises required for the particular step are provided to each subprocess, and the decomposition makes the verification process more approachable.

Large Language Models 103

Large Language Models AI Tools OpenAI Artificial Intelligence 103

Marktechpost

JULY 10, 2023

The authors of a recently released research paper believe that GPT-4’s advanced abilities may be due to the use of a more advanced Large Language Model. The authors have thus proposed a new model called MiniGPT-4 to explore the hypothesis in detail. The reason behind GPT-4’s exceptional performance is not fully understood.

Large Language Models 74

Large Language Models AI Modeling Explainability LLM 74

Marktechpost

JUNE 26, 2023

Traditional methods, such as motion capture systems and manual animation authoring, are known to be expensive and time-consuming, resulting in limited motion datasets that lack diversity in style, skeletal structures, and model types. Generating natural and diverse motions in computer animation has long been a challenging problem.

AI Modeling 98

AI Modeling Deep Learning AI Tools AI 98

Marktechpost

JUNE 26, 2023

To ensure video structure consistency, the authors propose a pioneering approach that incorporates the motion prior of the source video into the denoising process at the noise initialization stage. Let us take a look at the results reported by the authors. This is how it works.

AI Tools 76

AI Tools AI Researcher AI Research ML 76

Marktechpost

JUNE 17, 2023

The authors have mentioned that quantifying the local intrinsic dimension measures the effective dimensionality of a data point’s neighborhood. It aims to tackle two key aspects – quantifying the local intrinsic dimension and assessing the manifoldness of a point across multiple scales.

AI Tools 83

AI Tools AI AI Algorithm 83

Marktechpost

JULY 3, 2023

” Without disclosing private information or giving up authority over AI capabilities, businesses and government agencies can modify (or “tweak”) these open-source models to suit their needs. Accessibility: The team builds for the edge for regular people to utilize their models on their devices.

Large Language Models 107

Large Language Models Artificial Intelligence Artificial Intelligence AI Tools 107

Marktechpost

JUNE 29, 2023

This provides information about the story, including its title, author, rating, and URL. If you have any questions regarding the above article or if we missed anything, feel free to email us at Asif@marktechpost.com Featured Tools: StoryBird AI Taplio tinyEinstein AdCreative.ai

OpenAI 94

OpenAI Prompt Engineer Prompt Engineering AI 94

Marktechpost

JULY 12, 2023

Instead, the authors use differentiable rendering with pre-trained image encoders like CLIP to adjust and optimize the geometry of the rendered objects. Some examples of the produced results reported by the authors of this work are illustrated in the figure below. An overview of the system workflow and architecture is presented below.

AI 52

AI AI AI Tools Automation 52

Marktechpost

JULY 19, 2023

The approach proposed by the authors can reduce inference costs by a factor of 110 while also improving the quality of the results compared to directly running inference over each document. Called EVAPORATE, LLMs power this prototype system and identify two different strategies for implementing the system.

Large Language Models 60

Large Language Models LLM AI Tools AI 60

Marktechpost

JUNE 15, 2023

The new machine-learning approach, presented in a paper by lead author Oswin So and senior author Chuchu Fan, allows autonomous aircraft to navigate treacherous terrain with a tenfold increase in stability and achieve their goals while ensuring safety.

Machine Learning 52

Machine Learning Robotics AI Tools Algorithm 52

Marktechpost

JUNE 29, 2023

In their research paper titled “ Affordances from Human Videos as a Versatile Representation for Robotics ,” the authors explore the application of YouTube videos as a powerful training tool for robots to learn and replicate human actions.

Robotics 77

Robotics AI Developer AI Development Computer Vision 77

Marktechpost

JULY 11, 2023

The authors hypothesize that MLPs can reflect empirical advances exhibited by practical models and that the lack of inductive bias can be compensated by scaling compute resources. Source: [link] The study aims to investigate the behavior of MLPs and their empirical performance compared to practical models like Transformers and MLP-Mixers.

Neural Network 98

Neural Network Deep Learning Computer Vision Natural Language Processing 98

Marktechpost

JULY 26, 2023

Trending ] Meet Pixis AI: An Emerging Startup Providing Codeless AI Solutions Concretely, the main steps of the proposed approach for brain lesion segmentation are the following: Authors use a set of 3D annotated images with brain lesions to train a CNN for automated brain lesion segmentation.

Convolutional Neural Networks 52

Convolutional Neural Networks Neural Network Automation AI Tools 52

Marktechpost

APRIL 12, 2024

The author talks about how statistics can point out ways we can make our lives better. If you want to suggest any book that we missed from this list, then please email us at asif@marktechpost.com The post Top Statistics Books to Read in 2024 appeared first on MarkTechPost.

Data Scientist 91

Data Scientist Python Data Science Data Analysis 91

Marktechpost

JULY 3, 2023

The authors propose a hybrid privacy-preserving approach for IIoT environments. The authors emphasize that their method ensures overall privacy protection for IIoT data. The GAN is used to generate synthetic copies of sensitive data, while DP introduces random noise and parameters to maintain privacy.

Machine Learning 60

Machine Learning ML AI Tools Explainability 60

Marktechpost

JUNE 22, 2023

In this paper, the authors propose adopting alternative conceptual frameworks and metaphors to think and talk about LLM-based dialogue agents effectively. If you have any questions regarding the above article or if we missed anything, feel free to email us at Asif@marktechpost.com Featured Tools From AI Tools Club AdCreative.ai

AI Researcher 102

AI Researcher AI Research ChatGPT LLM 102

Marktechpost

JULY 19, 2023

In this study, the authors make a case for generative models as representation learners, citing the simplicity of the goal—to produce data—and intuitive representational power—producing high-quality samples as a sign of learning semantically adequate internal representations.

AI Tools 98

AI Tools AI AI AI Researcher 98

Marktechpost

JULY 23, 2023

It is now offered at no cost to researchers and programmers who have been granted legal authorization to put it to commercial use. The Baichuan team doubled in size in three months, reaching fifty members, and publicly demonstrated its model, Baichuan-7B, which has seven billion parameters, last month.

Large Language Models 92

Large Language Models OpenAI Artificial Intelligence Artificial Intelligence 92

Marktechpost

JUNE 14, 2023

According to the authors, each student achieves an outstanding ability in high-quality text-to-image (T2I) synthesis after distilling the knowledge from the teacher. Surprisingly, removing the mid-stage from the original U-Net has little impact on generation quality while significantly reducing parameters.

AI 96

AI AI Deep Learning AI Tools 96

Marktechpost

JUNE 24, 2023

Source: [link] Before making any changes to the structure, the authors of SnapFusion first investigated the architecture redundancy of SD-v1.5 If you have any questions regarding the above article or if we missed anything, feel free to email us at Asif@marktechpost.com Featured Tools From AI Tools Club AdCreative.ai

Neural Network 101

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Marktechpost

JULY 10, 2023

In a recent research paper, the authors have presented the first attempt to use GPT-4 to generate multimodal language-image instruction-following data. With the release of GPT-4 by OpenAI, the transformer model behind the famous chatbot, ChatGPT, and its multimodal capabilities of it have proved to be a good addition to the list of LLMs.

Large Language Models 67

Large Language Models Chatbots Artificial Intelligence Artificial Intelligence 67

Marktechpost

JUNE 16, 2023

In this paper authors from UCSB and Microsoft Research propose the LONGMEM framework, which enables language models to cache long-form prior context or knowledge into the non-differentiable memory bank and take advantage of them via a decoupled memory module to address the memory staleness problem.

LLM 101

LLM Large Language Models Natural Language Processing AI 101

Marktechpost

JULY 20, 2023

To construct ImageReward, the authors used a graph-based algorithm to select various prompts and provided annotators with a system consisting of prompt annotation, text-image rating, and image ranking. The authors analyzed the performance of a text-to-image model on different types of prompts.

Natural Language Processing 62

Natural Language Processing AI AI AI Tools 62

Marktechpost

JUNE 21, 2023

The paper, authored by a DeepMind research team, highlights the potential of CapPa to rival the impressive performance of Contrastive Language Image Pretraining (CLIP) while offering simplicity, scalability, and efficiency.

AI Tools 56

AI Tools AI Researcher AI Research ML 56