​ Deep reinforcement learning (RL) has emerged as a powerful machine learning algorithm for tackling complex decision-making tasks. To overcome the challenge of achieving human-level sample efficiency in deep RL training, a team of researchers from Google DeepMind, Mila, and Universite de Montreal has introduced… Read More »Superhuman Performance on the Atari 100K Benchmark: The Power of BBF – A New Value-Based RL Agent from Google DeepMind, Mila, and Universite de Montreal Niharika Singh Artificial Intelligence Category – MarkTechPost

​ GPT-J is an open-source 6-billion-parameter model released by Eleuther AI. The model is trained on the Pile and can perform various tasks in language processing. It can support a wide variety of use cases, including text classification, token classification, text generation, question and answering,… Read More »Fine-tune GPT-J using an Amazon SageMaker Hugging Face estimator and the model parallel library Rahul Huilgol AWS Machine Learning Blog

​ AI-powered spaces are no longer just a vision of the future. They’ve arrived in today’s streets, stadiums, cities and public transport hubs — and they can be used across industries and applications. NVIDIA is hosting a deep dive into this topic at its inaugural… Read More »NVIDIA Smart Spaces Summit Dives Into AI-Powered Innovations in Traffic, Transport Charbel Aoun – Archives Page 1 | NVIDIA Blog

​ ChatGPT has become an essential part of our daily lives at this point. Most of us use it daily to solve mundane tasks or get guidance on how to tackle complex problems, get recommendations about decisions, etc. More importantly, AI-assisted writing has become the… Read More »The Fingerprint of ChatGPT: DNA-GPT is a GPT-Generated Text Detection Method Using Divergent N-Gram Analysis Ekrem Çetinkaya Artificial Intelligence Category – MarkTechPost

​ Exciting news! The highly anticipated AI Workshops begin in ~24 hours, and we don’t want you to miss out on this incredible opportunity! This email serves as a crucial reminder to secure your spot before it’s too late — this is your last chance to purchase tickets!… Read More »Last Chance! Certified AI Workshops Start in 24 Hours! Don’t Miss Out! Stefan Kojouharov Becoming Human: Artificial Intelligence Magazine – Medium

​ Exciting news! The highly anticipated AI Workshops begin in ~24 hours, and we don’t want you to miss out on this incredible opportunity! 📅 Event Start: June 13–15 ⏰ Event Schedule: 9:00 am Pacific Time Zone 📍 Event Location: Zoom 💡 What to Expect: Engaging workshops,… Read More »AI Workshops Start in 24 Hours! Don’t Miss Out! Stefan Kojouharov Chatbots Life – Medium

​ Home Table of Contents DETR Breakdown Part 2: Methodologies and Algorithms The DETR Model 👁️ Object Detection Set Prediction Loss 📉 Optimal Bipartite Matching 🔄 Optimal Bipartite Matching for Objects 🌐 Optimize Object Specific Losses 🔧 Quiz Time! 🤓 Summary Citation Information DETR Breakdown… Read More »DETR Breakdown Part 2: Methodologies and Algorithms Aritra Roy Gosthipaty and Ritwik Raha PyImageSearch

​ Current visual generative models, particularly diffusion-based models, have made tremendous leaps in automating content generation. Thanks to computation, data scalability, and architectural design advancements, designers can generate realistic visuals or videos using a textual prompt as input. To achieve unparalleled fidelity and diversity, these… Read More »Alibaba Group and Ant Group Researchers Introduce VideoComposer: An AI Model That Enables To Combine Multiple Modalities Like Text, Sketch, Style, And Even Motion To Drive Video Generation Tanushree Shenwai Artificial Intelligence Category – MarkTechPost

​ From Artificial Intelligence and Data Analysis to Cryptography and Optimization, algorithms play an important role in every domain. Algorithms are basically a set of procedures that help in completing a particular task in a step-by-step manner. These sets of rules deliver instructions to computers… Read More »DeepMind Introduces AlphaDev: A Deep Reinforcement Learning Agent Which Discovers Faster Sorting Algorithms From Scratch Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​ The out-of-distribution (OOD) detection in deep learning models, particularly in image classification, addresses the challenge of identifying inputs unrelated to the model’s training task. It aims to prevent the model from making confident but incorrect predictions on (OOD) inputs while accurately classifying in-distribution (ID)… Read More »In or Out? Fixing ImageNet Out-of-Distribution Detection Evaluation (Paper Summary) Mahmoud Ghorbel Artificial Intelligence Category – MarkTechPost