Neural Networks

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Loss Landscape Diagnosis for Gradient-Based Gray-Scott System Inversion: Disentangling the Roles of PINN Components

馃敩Deep LearningContent type: Academic
arxiv.org

I stopped using most of Rust鈥檚 advanced features for my ML library

馃敟PyTorchContent type: Code
github.comr/rust

Efficient and accurate neural-field reconstruction using resistive memory

馃Machine LearningContent type: Academic
nature.com

Neural-Parameterized Cellular Automata for Wildfire Spread

馃Machine LearningContent type: Academic
arxiv.org

BenDi: An Energy-Efficient Quasi-Stochastic Systolic Architecture for Edge Bioelectronics

馃敩Deep LearningContent type: Academic
arxiv.org

A novel approach for forecasting algal bloom: long short-term memory artificial neural network with exponential smoothing feedback optimized by the arithmetic mean algorithm

馃Machine LearningContent type: Academic
nature.com

A Scalable PyTorch Abstraction for Multi-GPU Gaussian Splatting

馃敩Deep LearningContent type: Academic
arxiv.org

Balancing Real and Synthetic Data for CNN-based Masonry Crack Detection

馃Machine LearningContent type: Academic
arxiv.org

Anatomically Conditioned Recurrent Refinement for Topology-Aware Circle of Willis Segmentation

馃敘EmbeddingsContent type: Academic
arxiv.org

Impact of simulated glasses noise on facial emotion recognition with deep learning models

馃Machine LearningContent type: Academic
nature.com

Classifying galaxies in the Galaxy10 DECals dataset using Inception and Residual CNNs

馃Machine LearningContent type: Academic
arxiv.org

Low-Density EEG for Seizure Detection: Evaluating CNN-RNN Architectures on a Behind-the-Ear Montage Setup

馃Machine LearningContent type: Academic
arxiv.org

Deep learning-assisted ultrafast ferroelectric domain imaging using atomic force microscopy

馃Machine LearningContent type: Academic
nature.com

Towards Robust Arabic Speech Emotion Recognition with Deep Learning

馃Machine LearningContent type: Academic
arxiv.org

Feature extraction for plant growth estimation

馃Machine LearningContent type: Academic
arxiv.org

Do Transformers Actually Help Intrusion Detection? A Temporal Sequence Evaluation on CIC-IDS2017

馃Machine LearningContent type: Academic
arxiv.org

Predicting Physical and Physical-Chemical Properties of Molecular-Based Materials Using Computational Neural Networks

馃敩Deep LearningContent type: Academic
arxiv.org

Comparison of Deep Learning Frameworks For Rice Disease Mapping From UAV Multispectral Imaging

馃Machine LearningContent type: Academic
arxiv.org

Optimizing 2D Input Representations and Sub-phase Fusion Strategies for Differential Diagnosis of Asthma and COPD Using CNN- and GRU-Based Networks

馃Machine LearningContent type: Academic
arxiv.org

AttentionCap: Transformer Based Capacitance Matrix Learning Toward Full-Chip Extraction

馃Machine LearningContent type: Academic
arxiv.org

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