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Deep Learning
🧠 Deep Learning
Neural Networks, Model Training, Backpropagation, Computer Vision
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Forward-Only
Convolutional
Neural
Networks
with Learnable Channel-Class Assignment
🤖
AI
Content type:
Academic
arxiv.org
·
17h
17 hours ago
Actions for Forward-Only Convolutional Neural Networks with Learnable Channel-Class Assignment
PyTorch
from Scratch — Part 1:
Tensors
,
Gradients
& Activations
🧠
Neural Networks
x.com
·
4d
4 days ago
·
DEV
Actions for PyTorch from Scratch — Part 1: Tensors, Gradients & Activations
Sequential Fitting: A Different Perspective on the Spectral Bias of
Neural
Networks
🤖
AI
towardsdatascience.com
·
2d
2 days ago
Actions for Sequential Fitting: A Different Perspective on the Spectral Bias of Neural Networks
Algebraic Cryptanalytic Extraction on Hard-Label
Neural
Networks
🤖
AI
eprint.iacr.org
·
6d
6 days ago
Actions for Algebraic Cryptanalytic Extraction on Hard-Label Neural Networks
Generalization in
Deep
Neural
Networks
: Minimax Rates for Gradient Methods
🤖
AI
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Generalization in Deep Neural Networks: Minimax Rates for Gradient Methods
A Theory on Flow Matching with
Neural
Networks
🤖
AI
Content type:
Academic
arxiv.org
·
17h
17 hours ago
Actions for A Theory on Flow Matching with Neural Networks
Convergence Rates for
Neural-Network
Estimation with Current-Status Data
🤖
AI
Content type:
Academic
arxiv.org
·
17h
17 hours ago
Actions for Convergence Rates for Neural-Network Estimation with Current-Status Data
Optimal Rates for Generalization of
Gradient
Descent
Methods with
Deep
Neural Networks
🤖
Machine Learning
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Optimal Rates for Generalization of Gradient Descent Methods with Deep Neural Networks
JGRA: Jacobian Geometry Robustness Assessment in NISQ Noise-Aware Quantum
Neural
Networks
🤖
AI
Content type:
Academic
arxiv.org
·
17h
17 hours ago
Actions for JGRA: Jacobian Geometry Robustness Assessment in NISQ Noise-Aware Quantum Neural Networks
Theory of
learning
of high-dimensional controlled non-linear dynamical systems (I):
models
and methods
🧠
Neural Networks
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Theory of learning of high-dimensional controlled non-linear dynamical systems (I): models and methods
Comparison of
Deep
Learning
Frameworks For Rice Disease Mapping From UAV Multispectral Imaging
👁️
Computer Vision
Content type:
Academic
arxiv.org
·
5d
5 days ago
Actions for Comparison of Deep Learning Frameworks For Rice Disease Mapping From UAV Multispectral Imaging
Flatland: The Adventures of
Gradient
Descent
with
Large
Step Sizes
📈
Optimization
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Flatland: The Adventures of Gradient Descent with Large Step Sizes
Conservation Laws from Data Symmetry in
Neural
Networks
🤖
AI
Content type:
Academic
arxiv.org
·
17h
17 hours ago
Actions for Conservation Laws from Data Symmetry in Neural Networks
Towards Robust Arabic Speech Emotion Recognition with
Deep
Learning
🤖
AI
Content type:
Academic
arxiv.org
·
17h
17 hours ago
Actions for Towards Robust Arabic Speech Emotion Recognition with Deep Learning
Optimizing Energy-based
Neural
Network
Training
with Coherent Ising Machine
🤖
AI
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Optimizing Energy-based Neural Network Training with Coherent Ising Machine
Uncertainty-Aware Adaptive Sensor Fusion for Autonomous Navigation
👁️
Computer Vision
Content type:
Academic
arxiv.org
·
5d
5 days ago
Actions for Uncertainty-Aware Adaptive Sensor Fusion for Autonomous Navigation
Classifying galaxies in the Galaxy10 DECals dataset using Inception and Residual CNNs
👁️
Computer Vision
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Classifying galaxies in the Galaxy10 DECals dataset using Inception and Residual CNNs
Limitations of
Learning
Tanh
Neural
Networks
with Finite Precision
🤖
AI
Content type:
Academic
arxiv.org
·
17h
17 hours ago
Actions for Limitations of Learning Tanh Neural Networks with Finite Precision
Gradient
descent
at the Edge of Stability: free energy
model
and kinetic description of the two-layer network
🧠
Neural Networks
Content type:
Academic
arxiv.org
·
5d
5 days ago
Actions for Gradient descent at the Edge of Stability: free energy model and kinetic description of the two-layer network
Applying
Deep
Learning
for cockpit segmentation in the context of mixed reality
👁️
Computer Vision
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Applying Deep Learning for cockpit segmentation in the context of mixed reality
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