Stanford researchers have developed BLASTNet-2, a revolutionary dataset that aims to advance the understanding and application of fluid dynamics in various fields. With five terabytes of data derived from over 30 different configurations, BLASTNet-2 offers a centralized platform for fluid dynamics data and promotes interdisciplinary collaborations. It has potential applications in areas such as renewable…
Researchers from UC Berkeley, Toyota Technological Institute at Chicago, ShanghaiTech University, and other institutions propose a new deep network design called CRATE, which stands for “coding-rate” transformer. CRATE aims to bridge the gap between theory and practice in deep learning by providing a white-box architecture that is interpretable and performs well on various learning tasks.…
Researchers from Meta have introduced a new approach called System 2 Attention (S2A) to improve the reasoning capabilities of Large Language Models (LLMs). LLMs often make simple mistakes due to weak reasoning and sycophancy. S2A mitigates these issues by identifying and extracting relevant parts of the input context. It also improves factuality, objectivity, and performance…
The rise of AI has created new career opportunities, such as prompt engineering. Prompt engineers specialize in crafting text-based prompts for AI systems to ensure accurate responses. This field is experiencing job growth and offers competitive salaries, with over 7,000 jobs requiring generative AI expertise in the US alone. Technical, linguistic, and analytical skills are…
Student of Games (SoG) is a general-purpose algorithm developed by EquiLibre Technologies, Sony AI, Amii, Midjourney, and Google’s DeepMind project. It combines search, learning, and game-theoretic reasoning to achieve high performance in both perfect and imperfect information games. SoG demonstrates the potential for creating artificial general intelligence by teaching computers to master a wide range…
Jason Eshraghian from UC Santa Cruz has developed snnTorch, an open-source Python library for implementing spiking neural networks. The library aims to address the inefficiency and environmental impact of traditional neural networks by emulating the brain’s processing mechanisms. With over 100,000 downloads, snnTorch has gained traction and is being used in various applications, including NASA’s…
This text discusses the HyperHuman framework, which aims to generate realistic and diverse human images. It highlights the challenges faced by previous models in creating coherent anatomical structures and proposes a unified framework that incorporates structural information like body skeletons and spatial geometry. The paper introduces the HumanVerse dataset and describes two modules, the Latent…
Researchers have proposed a new method called Random Slices Mixing Data Augmentation (RSMDA) for deep learning. RSMDA blends sections of images to create diverse training samples, overcoming the limitations of single-image-based methods. The strategy RSMDA(R), focusing on row-wise mixing, consistently outperformed existing techniques in reducing error rates and showcased robustness against adversarial attacks. RSMDA shows…
A recent study by researchers from the Harbin Institute of Technology and Huawei explores the issue of hallucinations in large language models (LLMs). LLMs have revolutionized natural language processing but have a tendency to generate information that seems credible but lacks factual basis. The study reclassifies hallucination types and proposes detection techniques to minimize their…
The RPRS model addresses the limitations of current search methods for long documents. It computes relevance between a query document and candidate documents based on proportional matches across their sentences. The approach consists of three stages: sentence encoding, finding the most relevant sentence sets, and proportion-based relevance scoring. The RPRS method significantly outperforms previous techniques…
Nvidia will delay the release of its H20 AI chip designed for the Chinese market until early 2024. The delay is a result of strategic challenges and compliance requirements, including integrating the chip into server infrastructure. The H20 chip aims to help Nvidia maintain its market share in China amid tighter export rules, as competitors…
Researchers have discovered new techniques for coaxing AI models into performing actions they are programmed to avoid. The study introduces “persona modulation,” a method where one AI model designs prompts to manipulate another model. By assuming a harmful persona and bypassing safety protocols, the target model’s rate of harmful outputs increased significantly. The research highlights…
This article discusses the use of Convolutional Neural Networks (CNNs) for feature extraction in image classification tasks. It explains how CNNs recognize patterns in an image to classify it and demonstrates an example of feature extraction using TensorFlow and the Keras functional API. The article also compares the feature extraction capabilities of two CNNs trained…
The article on Towards Data Science explains how leveling up your game agent can help you win more challenging games.
Aitana López, an AI-generated model created by The Clueless Agency in Barcelona, Spain, represents a new era in digital influence. López’s success on platforms like Instagram and Fanvue demonstrates the commercial viability of AI models, highlighting the potential for AI in digital marketing. This trend signifies a shift in content creation and consumption, with AI…
Project Guideline is an innovative initiative aimed at enhancing the independence of individuals with visual impairments. It leverages on-device machine learning on Google Pixel phones to enable users to walk or run independently. The system includes a waist-mounted phone, a pedestrian pathway guideline, audio cues, and obstacle detection. The technology behind Project Guideline utilizes ARCore…
You can use Midjourney privately by following these methods: 1. Create a Private Discord Server (Free): – Set up your own private server on Discord. – Invite the Midjourney Bot to your server. – Generate images privately using the /imagine command. 2. Use Midjourney’s Stealth Mode (Pro Only Feature): – Subscribe to Midjourney Pro. –…
Whisper models, developed by OpenAI, have made significant advancements in audio transcription. Choosing between Whisper v2, Whisper v3, and Distilled Whisper depends on specific requirements. Whisper v3 is optimal for known languages, while Whisper v2 is robust for unknown languages. Whisper v3 Large is suited for English audio without memory or performance concerns. Distilled Whisper…
Genentech researchers have developed a tumor dynamic neural-ODE (TDNODE) model that improves tumor dynamic modeling in oncology drug development. TDNODE overcomes existing model limitations by allowing unbiased predictions from truncated data. The model accurately predicts overall survival, providing a principled approach for personalized therapy decision-making. TDNODE integrates neural ODEs and machine learning to mine large…
EmotiVoice, developed by NetEase Youdao, is an open-source TTS engine that incorporates emotions into synthetic speech. It offers almost 2,000 voices in English and Chinese, and users can generate speech with various emotions. The tool provides a user-friendly online interface and a scripting interface for bulk results. To test it, you need a computer with…