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Efficient Neural Network

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Showing 101–125 of 224 papers

TitleStatusHype
Improved weight initialization for deep and narrow feedforward neural network—0
Harnessing Manycore Processors with Distributed Memory for Accelerated Training of Sparse and Recurrent Models—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
Generalizable Learning Reconstruction for Accelerating MR Imaging via Federated Neural Architecture SearchCode0
Neural approximation of Wasserstein distance via a universal architecture for symmetric and factorwise group invariant functions—0
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
Mixed-TD: Efficient Neural Network Accelerator with Layer-Specific Tensor DecompositionCode0
PANNA 2.0: Efficient neural network interatomic potentials and new architecturesCode0
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
Parametrizing Product Shape Manifolds by Composite NetworksCode0
EvoPrompting: Language Models for Code-Level Neural Architecture Search—0
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