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Efficient Neural Network

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Showing 101–150 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
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
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
Component-Wise Natural Gradient Descent -- An Efficient Neural Network Optimization—0
An efficient neural-network and finite-difference hybrid method for elliptic interface problems with applications—0
Learning To Rank Diversely At Airbnb—0
QuantNAS for super resolution: searching for efficient quantization-friendly architectures against quantization noiseCode0
Hardware-aware mobile building block evaluation for computer vision—0
Faster Attention Is What You Need: A Fast Self-Attention Neural Network Backbone Architecture for the Edge via Double-Condensing Attention Condensers—0
Privacy-Preserving Decentralized Inference with Graph Neural Networks in Wireless Networks—0
Classifying emotions and engagement in online learning based on a single facial expression recognition neural networkCode0
DeePKS+ABACUS as a Bridge between Expensive Quantum Mechanical Models and Machine Learning PotentialsCode0
LordNet: An Efficient Neural Network for Learning to Solve Parametric Partial Differential Equations without Simulated Data—0
Energy-Efficient Wake-Up Signalling for Machine-Type Devices Based on Traffic-Aware Long-Short Term Memory Prediction—0
Novel Multicolumn Kernel Extreme Learning Machine for Food Detection via Optimal Features from CNN—0
SeqNet: An Efficient Neural Network for Automatic Malware Detection—0
MAPLE-Edge: A Runtime Latency Predictor for Edge Devices—0
Computationally efficient neural network classifiers for next generation closed loop neuromodulation therapy -- a case study in epilepsy—0
Fast fluorescence lifetime imaging analysis via extreme learning machine—0
Neural Architecture Search for Energy Efficient Always-on Audio Models—0
S^3NN: Time Step Reduction of Spiking Surrogate Gradients for Training Energy Efficient Single-Step Spiking Neural Networks—0
Memformer: A Memory-Augmented Transformer for Sequence Modeling—0
Ensemble Transformer for Efficient and Accurate Ranking Tasks: an Application to Question Answering SystemsCode0
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