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Efficient Neural Network

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Showing 151–175 of 224 papers

TitleStatusHype
A New MRAM-based Process In-Memory Accelerator for Efficient Neural Network Training with Floating Point Precision—0
A Survey of Quantization Methods for Efficient Neural Network Inference—0
Attaining human-level performance with atlas location autocontext for anatomical landmark detection in 3D CT data—0
Automatic Model Selection for Neural Networks—0
BasisNet: Two-stage Model Synthesis for Efficient Inference—0
BEND: Bagging Deep Learning Training Based on Efficient Neural Network Diffusion—0
Can KAN Work? Exploring the Potential of Kolmogorov-Arnold Networks in Computer Vision—0
Can LLMs Revolutionize the Design of Explainable and Efficient TinyML Models?—0
cecilia: A Machine Learning-Based Pipeline for Measuring Metal Abundances of Helium-rich Polluted White Dwarfs—0
Characterizing climate pathways using feature importance on echo state networks—0
Classifying emotions and engagement in online learning based on a single facial expression recognition neural network—0
Component-Wise Natural Gradient Descent -- An Efficient Neural Network Optimization—0
Computationally efficient neural network classifiers for next generation closed loop neuromodulation therapy -- a case study in epilepsy—0
CovSegNet: A Multi Encoder-Decoder Architecture for Improved Lesion Segmentation of COVID-19 Chest CT Scans—0
Decentralized Inference with Graph Neural Networks in Wireless Communication Systems—0
Deep Learning for Computing Convergence Rates of Markov Chains—0
Deep Networks as Denoising Algorithms: Sample-Efficient Learning of Diffusion Models in High-Dimensional Graphical Models—0
DeepSquare: Boosting the Learning Power of Deep Convolutional Neural Networks with Elementwise Square Operators—0
Plug-in, Trainable Gate for Streamlining Arbitrary Neural Networks—0
Physics-based Indirect Illumination for Inverse Rendering—0
Distilling Long-tailed Datasets—0
DistIR: An Intermediate Representation and Simulator for Efficient Neural Network Distribution—0
Double A3C: Deep Reinforcement Learning on OpenAI Gym Games—0
Adaptive Error-Bounded Hierarchical Matrices for Efficient Neural Network Compression—0
Dynamic Neural Diversification: Path to Computationally Sustainable Neural Networks—0
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