Que.com on MSN

Enhancing Deep Neural Networks with Architectural Optimization Techniques

In the ever-evolving world of artificial intelligence, deep neural networks (DNNs) have revolutionized data processing, offering unparalleled accuracy across various ...
Deep Learning with Yacine on MSN

What Are Pooling Layers in Deep Neural Networks? Explained Simply

Learn what pooling layers are and why they’re essential in deep neural networks! This beginner-friendly explanation covers ...
Deep Learning with Yacine on MSN

Network in Network (NiN) Explained – Deep Neural Network Tutorial with PyTorch

Learn how Network in Network (NiN) architectures work and how to implement them using PyTorch. This tutorial covers the concept, benefits, and step-by-step coding examples to help you build better ...
IEEE

Physics-Informed Neural Networks With Fourier Features for Seismic Wavefield Simulation in Time-Domain Nonsmooth Complex Media

Abstract: Physics-informed neural networks (PINNs) have great potential for flexibility and effectiveness in forward modeling and inversion of seismic waves. However, coordinate-based neural networks ...
ZME Science

AI Turns Brain Scans Into Full Sentences and It’s Eerie To Say The Least

AI can now turn brain scans into text. It’s not mind reading but it’s pretty close.
IEEE

UADiff: A Deep Underwater Image Enhancement Network Using Generative Diffusion Prior and Uncertainty-Aware Learning

Abstract: Diffusion models have provided the state-of-the-art performances for different computer vision tasks, including the task of underwater image enhancement. One of the challenges in the task of ...

Scientists Discovered 1,300 Hidden Parts of Your Brain—And They Could Help Unlock the Mystery of Consciousness

AI was the key that unlocked these brain “neighborhoods.” They could also light the way to curing disorders like Alzheimer’s.
IEEE

Deep Learning-Driven Animation: Enhancing Real-Time Character Motion Synthesis

Abstract: In recent years, the demand for realistic and responsive digital characters has grown rapidly, especially in areas like gaming, virtual reality, and interactive media. However, traditional ...
IEEE

Robust Mobile-Cloud Collaborative CNN Inference under Unreliable Wireless Networks

Abstract: Mobile-cloud collaborative Convolutional Neural Network (CNN) inference enables the efficient execution of CNN models by offloading partial inference workloads from mobile devices to the ...
IEEE

Faster R-CNN vs SSD: A Deep Learning Approach for Nodule Detection in Lung Cancer Diagnosis

Abstract: Deep learning-based object identification technology has numerous uses, including facial recognition, commercial analytics, and medical imaging analysis. An object detector has a backbone ...