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Efficient Neural Network

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Showing 51–100 of 224 papers

TitleStatusHype
EncodingNet: A Novel Encoding-based MAC Design for Efficient Neural Network AccelerationCode0
cecilia: A Machine Learning-Based Pipeline for Measuring Metal Abundances of Helium-rich Polluted White Dwarfs—0
Extreme Learning Machine-based Channel Estimation in IRS-Assisted Multi-User ISAC System—0
Adaptive Least Mean Squares Graph Neural Networks and Online Graph Signal Estimation—0
Super Efficient Neural Network for Compression Artifacts Reduction and Super Resolution—0
Fast Cerebral Blood Flow Analysis via Extreme Learning Machine—0
IDKM: Memory Efficient Neural Network Quantization via Implicit, Differentiable k-Means—0
Sparse Multitask Learning for Efficient Neural Representation of Motor Imagery and Execution—0
Ultrasensitive Textile Strain Sensors Redefine Wearable Silent Speech Interfaces with High Machine Learning Efficiency—0
Harnessing Manycore Processors with Distributed Memory for Accelerated Training of Sparse and Recurrent Models—0
Improved weight initialization for deep and narrow feedforward neural network—0
PolyThrottle: Energy-efficient Neural Network Inference on Edge Devices—0
Efficient Neural Network Approaches for Conditional Optimal Transport with Applications in Bayesian InferenceCode0
WeaveNet for Approximating Two-sided Matching ProblemsCode0
Characterizing climate pathways using feature importance on echo state networks—0
Transformers for Green Semantic Communication: Less Energy, More SemanticsCode0
YFlows: Systematic Dataflow Exploration and Code Generation for Efficient Neural Network Inference using SIMD Architectures on CPUs—0
Deep Networks as Denoising Algorithms: Sample-Efficient Learning of Diffusion Models in High-Dimensional Graphical Models—0
An Accurate and Efficient Neural Network for OCTA Vessel Segmentation and a New DatasetCode1
Generalizable Learning Reconstruction for Accelerating MR Imaging via Federated Neural Architecture SearchCode0
Gated Attention Coding for Training High-performance and Efficient Spiking Neural NetworksCode1
Fine-Tune Language Models as Multi-Modal Differential Equation SolversCode1
Neural approximation of Wasserstein distance via a universal architecture for symmetric and factorwise group invariant functions—0
Forward Laplacian: A New Computational Framework for Neural Network-based Variational Monte CarloCode1
Efficient SGD Neural Network Training via Sublinear Activated Neuron Identification—0
Distilled Pruning: Using Synthetic Data to Win the LotteryCode0
Learning Discrete Weights and Activations Using the Local Reparameterization Trick—0
WaveMixSR: A Resource-efficient Neural Network for Image Super-resolutionCode1
ElectroCardioGuard: Preventing Patient Misidentification in Electrocardiogram Databases through Neural NetworksCode1
Mixed-TD: Efficient Neural Network Accelerator with Layer-Specific Tensor DecompositionCode0
A Three-regime Model of Network PruningCode1
LowDINO -- A Low Parameter Self Supervised Learning ModelCode1
PANNA 2.0: Efficient neural network interatomic potentials and new architecturesCode0
FLIGHT Mode On: A Feather-Light Network for Low-Light Image EnhancementCode1
Efficient Neural Network based Classification and Outlier Detection for Image Moderation using Compressed Sensing and Group Testing—0
Orthogonal Transforms in Neural Networks Amount to Effective RegularizationCode0
PGPointNovo: an efficient neural network-based tool for parallel de novo peptide sequencingCode0
Quantum machine learning for image classification—0
PowerPruning: Selecting Weights and Activations for Power-Efficient Neural Network Acceleration—0
Provable Data Subset Selection For Efficient Neural Network TrainingCode0
Double A3C: Deep Reinforcement Learning on OpenAI Gym Games—0
EvoPrompting: Language Models for Code-Level Neural Architecture Search—0
Parametrizing Product Shape Manifolds by Composite NetworksCode0
CEN-HDR: Computationally Efficient neural Network for real-time High Dynamic Range imagingCode1
LUT-NN: Empower Efficient Neural Network Inference with Centroid Learning and Table Lookup—0
Efficient and Effective Methods for Mixed Precision Neural Network Quantization for Faster, Energy-efficient Inference—0
MI-GAN: A Simple Baseline for Image Inpainting on Mobile DevicesCode2
Tiny Updater: Towards Efficient Neural Network-Driven Software UpdatingCode0
Physics-based Indirect Illumination for Inverse Rendering—0
Enhancing Accuracy and Robustness of Steering Angle Prediction with Attention Mechanism—0
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