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📚 Duke University Researchers Propose Policy Stitching: A Novel AI Framework that Facilitates Robot Transfer Learning for Novel Combinations of Robots and Tasks
In robotics, researchers face challenges in using reinforcement learning (RL) to teach robots new skills, as these skills can be sensitive to changes in the...
📚 Zivile Forensik gegen staatliche Überwachung von Journalist*innen
Author: media.ccc.de - Bewertung: 1x - Views:48 https://media.ccc.de/v/camp2023-57145-zivile_forensik_gegen_staatliche_ueberwachung_von_journalist_innen In...
📚 Researchers from China Propose iTransformer: Rethinking Transformer Architecture for Enhanced Time Series Forecasting
Transformer has become the basic model that adheres to the scaling rule after achieving great success in natural language processing and computer vision. Time...
📚 This AI Paper Introduces a Comprehensive Analysis of Computer Vision Backbones: Unveiling the Strengths and Weaknesses of Pretrained Models
In computer vision, backbones are fundamental components of many deep learning models. Downstream activities like categorization, detection, and segmentation...
📚 Are You Doing Retrieval-Augmented Generation (RAG) for Biomedicine? Meet MedCPT: A Contrastive Pre-trained Transformer Model for Zero-Shot Biomedical Information Retrieval
Information Retrieval (IR) models have the ability to sort and rank documents on the basis of user queries, facilitating efficient and effective information...
📚 Generating more quality insights per month
Generating More Quality Insights Per MonthHow to build systems to generate more — with lessIn “The E-Myth Revisited: Why Most Small Businesses...
📚 Create your Vision Chat Assistant with LLaVA
Get started with multimodal conversational models using the open-source LLaVA model.Photo by Izabela Kraus on UnsplashIntroductionLarge Language Models have...
📚 Java and Data Engineering
Java Juggernaut: The key to data engineering masteryContinue reading on Towards Data Science »...
📚 Linear Algebra 4: Matrix Equations
Solving matrix equations Ax= bPrefaceWelcome back to the fourth edition of my ongoing series on the basics of Linear Algebra, the foundational math behind...
📚 This AI Paper Introduces the GraphGPT Framework: Enhancing Graph Neural Networks with Large Language Model Techniques for Superior Zero-Shot Learning Performance
In the recent study “GraphGPT: Graph Instruction Tuning for Large Language Models,” researchers have addressed a pressing issue in the field of natural...
📚 Researchers at Stanford Introduce CORNN: A Machine Learning Method for Real-Time Analysis of Large-Scale Neural Recordings
Technological developments have brought a new age in the constantly changing field of neuroscience research. With this extraordinary power, it has become...
📚 Sharing the power of appreciation
Author: media.ccc.de - Bewertung: 3x - Views:40 https://media.ccc.de/v/camp2023-57053-sharing_the_power_of_appreciation Celebrating 'I Love Free Software...
📚 This AI Paper Introduces JudgeLM: A Novel Approach for Scalable Evaluation of Large Language Models in Open-Ended Scenarios
Large language models (LLMs) have attracted much attention lately because of their exceptional ability to follow instructions and handle a wide range of...
📚 This AI Paper Introduces JudgeLM: A Novel Approach for Scalable Evaluation of Large Language Models in Open-Ended Scenarios
Large language models (LLMs) have attracted much attention lately because of their exceptional ability to follow instructions and handle a wide range of...
📚 A Beginner’s Guide to Building High-Quality Datasets for Machine Learning
Tools and techniques for data cleaning, visualization, augmentation, and synthetic data generationFinding the real source of complexity on data can look a lot...
📚 Teaching is Hard: How to Train Small Models and Outperforming Large Counterparts
Continue reading on Towards Data Science »...
📚 Demystifying Dependence and Why it is Important in Causal Inference and Causal Validation
A step-by-step guide in understanding the concept of dependence and how to apply it to validate directed acyclic graphs in causal inferenceContinue reading on...
📚 Pareto, Power Laws, and Fat Tails
What they don’t teach you in statisticsA Black Swan. Image from Canva.Statistics is the bedrock of data science and analytics. It gives us a powerful...
📚 Make Python Faster by Caching Functions: Memoization
The article discusses memoization using the Python standard library. The functools.lru_cache decorator makes this so simple!Continue reading on Towards Data...
📚 Creating a Gradient Descent Animation in Python
How to plot the trajectory of a point over a complex surfaceContinue reading on Towards Data Science »...
📚 FastSpeech: Paper Overview & Implementation
Learn about text-to-speech and how it’s realized by transformersIn 2019, FastSpeech has pushed the frontier of neural text-to-speech by offering significant...
📚 Can AI Overcome Human’s Confirmation Bias?
How AI might complement what human intelligence lacks and act as a counterweight to humans’ cognitive biasesImage source: photo by geralt from PixabayFrom...
📚 Zephyr 7B Beta: A Good Teacher Is All You Need
Knowledge distillation for Mistral 7BContinue reading on Towards Data Science »...
📚 RAG: How to talk to your data
Comprehensive guide on how to analyse customer feedback using ChatGPTImage by DALL-E 3In my previous articles, we discussed how to do Topic Modelling using...
📚 RAG: How to talk to your data
Comprehensive guide on how to analyse customer feedback using ChatGPTImage by DALL-E 3In my previous articles, we discussed how to do Topic Modelling using...
📚 The Data Scientist’s Toolbox: Parsing
Parsing complex documents can be easy if you have the rights toolsSource code of the new Python-based rd2md parser and transformer discussed in this article....
📚 Luma AI Launches Genie: A New 3D Generative AI Model that Lets You Create 3D Objects from Text
In 3D modeling, creating realistic 3D objects has often been a complex and time-consuming task. People had to be skilled in using specialized software to...
📚 This AI Paper Introduces a Novel Personalized Distillation Process: Enhancing Open-Source LLMs with Adaptive Learning from Closed-Source Counterparts
Researchers from Nanyang Technological University, Singapore, and Salesforce Research introduce a personalized distillation process for code generation tasks...
📚 Meet SecureLoop: An AI-Powered Search Tool to Identify an Optimal Design for a Deep Learning Accelerator that can Boost the Performance of Complex AI Tasks while Requiring Less Energy
Deep learning is witnessing a rapid proliferation of Deep Neural Networks (DNNs) across diverse applications, spanning healthcare, speech recognition, and...
📚 This AI Paper Propose AugGPT: A Text Data Augmentation Approach based on ChatGPT
NLP, or Natural Language Processing, is a field of AI focusing on human-computer interaction using language. Text analysis, translation, chatbots, and...
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