The major conclusion of the paper Similarity Metrics for MR Image-to-Image Translation is that relying on the most commonly used metrics, specifically SSIM and PSNR, is insufficient for validating Magnetic Resonance (MR) image-to-image translation models… Similarity Metrics for MR Image-to-Image Translation
jupyter notebook shortcuts Jupyter Notebook has many helpful keyboard shortcuts that can speed up your workflow. Here are the most commonly used ones: General Shortcuts Command Mode (press Esc to enter) Edit Mode (press Enter… Useful shortcuts in jupyter notebook & colab
L??ng Th? Vinh, a renowned scholar, ingeniously weighed an elephant by using water displacement, showcasing his mathematical brilliance. His method relates to integration, which sums small quantities to determine total weight, underlying the connection between math and practical problem-solving.
Polynomial regression is a form of regression analysis where the relationship between the independent variable and the dependent variable is modeled as an degree polynomial. Polynomial regression fits a nonlinear relationship between the value of… Polynomial regression in Python
Contrastive learning is a technique used in machine learning, particularly in the field of self-supervised and unsupervised learning. It focuses on learning to distinguish between similar and dissimilar pairs of data points by contrasting them… Why is contrastive learning?
this comic is a non-technical introduction to the idea of the Siamese network, when the fairies are talking about a magical flower that can detect demons
Tu viens le soir (You come in the evening)Danser sur des airs de guitares (Dancing to guitar tunes)Et puis tu bouges (And then you move)Tes cheveux noirs, tes lèvres rouges (Your black hair, your red… Popular French songs with English lyrics
Here’s a list of recommended places to visit in Hue, Da Nang, and Hoi An: Hue: Da Nang: Hoi An: These locations offer a mix of history, culture, nature, and relaxation to enhance your travel… places to visit in Hue, Da Nang, and Hoi An and potential tours
Bình Định, located in Vietnam’s central coastal region, offers a diverse range of attractions, from stunning beaches to historical and cultural landmarks. Here are some must-visit places in Bình Định: 1. Ky Co Beach 2.… Places to visit in Binh Dinh
To create a menu visible only to logged‑in users…and show a different menu to the public, the key idea is: You can achieve this using: Let’s go through the simplest and most powerful method. Method… create a menu visible only to logged‑in users
Here’s the cleanest, most reliable way to disable Jetpack’s image sitemap while keeping the normal (post/page/link) sitemap active, based on the filters documented in community discussions and Jetpack’s own developer resources. ✅ How to Disable… disable Jetpack’s image/video/…sitemap while keeping the normal (post/page/link) sitemap active
A vector space (or linear space) is a fundamental concept in mathematics, specifically in linear algebra. It is a set of objects called vectors, along with two operations: vector addition and scalar multiplication, that satisfy… What is a vector space and examples
1. Basis of a Vector Space A basis of a vector space is a set of vectors that satisfy two key properties: Intuition: Properties: 2. Dimension of a Vector Space The dimension of a vector… Basis of vector space
A positive definite matrix and its connection to a bilinear form is a fundamental concept in linear algebra and geometry. Here’s a detailed explanation: Positive Definite Matrix A symmetric matrix of size is called positive… Connection Between Positive Definite Matrices and Bilinear Forms
Choosing a boyfriend as a maximum likelihood problem can be framed as an exercise in probabilistic decision-making, where the goal is to maximize the likelihood of selecting a partner who best fits your desired criteria… Choosing a Boyfriend Explained: Dating as a Maximum Likelihood Problem with the EM Algorithm
Explainable AI (XAI) techniques are methods and processes used to make AI models and their predictions understandable to humans. These techniques are critical for building trust, ensuring ethical use, and meeting regulatory requirements in AI… An overview of explainable AI techniques
Common distance measures in machine learning, their formulas, use cases, and detailed properties: 1. Euclidean Distance 2. Manhattan Distance (L1 Norm) 3. Minkowski Distance 4. Cosine Similarity 5. Hamming Distance 6. Jaccard Distance 7. Mahalanobis… Common distance measures in machine learning and their properties
Water puppetry is a unique art form from Vietnam, unlike any other type of puppetry. Instead of performing on a dry stage, these puppets dance right on the water! A Stage on the Water Water… Water Puppetry – A Magical Art from Vietnam
It’s a bit funny to use AI to check if a research paper was written almost purely by AI. But it helps a lot. While people nowadays use AI to write papers so much, and… Using AI to check if a research paper was written almost purely of AI
The paper “Paying more attention to attention: improving the performance of convolutional neural networks via attention transfer” by Sergey Zagoruyko, Nikos Komodakis Université proposed a novel training methodology called attention transfer to improve the performance of convolutional neural… Attention Transfer for Convolutional Neural Networks
The method described in the paper “Investigating molecular transport in the human brain from MRI with physics‑informed neural networks” by Bastian Zapf, Johannes Haubner, Miroslav Kuchta, Geir Ringstad, Per Kristian Eide, Kent‑Andre Mardal centres on… Physics-Informed Neural Networks for Brain Molecular Transport from MRI
The video recommendation systems on TikTok, Instagram (Reels), and YouTube are sophisticated machine learning algorithms designed to maximize your engagement by showing you content you’re most likely to watch and enjoy. While each platform has… How social media platforms choose what appear in your feeds?
Let’s talk about the glymphatic system and its implications for central nervous system (CNS) pharmacotherapy. The video explains that delivering drugs to the CNS is difficult due to the blood–brain barrier (BBB), but the glymphatic… “Brain wash” each night- the glymphatic system – and the importance of sleep
Finding datasets that naturally feature missing sequences (where patients were simply not scanned with the full protocol) is rare because public repositories usually curate data to ensure completeness. However, several high-profile datasets are specifically designed… brain datasets that have missing mri sequences
In the beginning of time, just after the Æsir’s war against the vanes, Åsgard’s walls lay in ruins. Then a mysterious builder appeared in Valhalla and offered to solve the problem. Not only that –… THE WALLS OF ASGARD
Plask is an AI-powered motion capture (MoCap) and animation tool that enables users to transform videos into professional 3D animations. By uploading any video—whether from a smartphone or online source—Plask’s AI extracts precise motion data,… Transform videos into 3D animation with Plask
A “dagtur hytte” is a Norwegian term that translates to “day trip cabin” in English. It refers to a small, simple cabin designed for short visits rather than overnight stays. These cabins are often located… Day trip cabin in Norway
Kite flying is a traditional folk game in Vietnam, especially popular among children in rural areas. This activity not only brings joy but also fosters creativity and a connection with nature. The image of kites… Kite festival and kite flute in Vietnam
The Expectation-Maximization (EM) algorithm is an iterative approach to estimate the parameters of probabilistic models, such as a Gaussian (normal) distribution, when the data is incomplete or has missing values. It alternates between two steps:… EM algorithm
The “Virus scan failed” error usually stems from the Windows Attachment Manager or your antivirus software blocking the file hand-off, rather than a problem with Chrome itself. Here is a step-by-step guide to resolving this,… how to resolve virus scan failed problem when downloading in Chrome
The paper “ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation,” from the KDD ’24 conference, addresses the pervasive issue of missing data in spatiotemporal datasets, particularly contrasting traditional low-rank models with modern deep learning methods like… ImputeFormer: Low Rankness-Induced Transformers forGeneralizable Spatiotemporal Imputation
Error In the newly updated version of the Moviepy package, it should be the following import instead It doesn’t mean that MoviePy isn’t installed correctly or Python can’t find it.