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Efficient Neural Network

Papers

Showing 101150 of 224 papers

TitleStatusHype
Online unsupervised deep unfolding for MIMO channel estimation0
On the Efficiency of Deep Neural Networks0
On the Orthogonality of Knowledge Distillation with Other Techniques: From an Ensemble Perspective0
On the Parameter Selection of Phase-transmittance Radial Basis Function Neural Networks for Communication Systems0
Optimizing Speech Recognition For The Edge0
PolyThrottle: Energy-efficient Neural Network Inference on Edge Devices0
PowerPruning: Selecting Weights and Activations for Power-Efficient Neural Network Acceleration0
Prediction-Enhanced Monte Carlo: A Machine Learning View on Control Variate0
Privacy-Preserving Decentralized Inference with Graph Neural Networks in Wireless Networks0
Probabilistic Emulation of the Community Radiative Transfer Model Using Machine Learning0
Provably efficient neural network representation for image classification0
Quantum machine learning for image classification0
Recurrent neural network approach for cyclic job shop scheduling problem0
Reinforcement Learning-based Threat Assessment0
ROBO: Robust, Fully Neural Object Detection for Robot Soccer0
S^3NN: Time Step Reduction of Spiking Surrogate Gradients for Training Energy Efficient Single-Step Spiking Neural Networks0
Scalable Superconductor Neuron with Ternary Synaptic Connections for Ultra-Fast SNN Hardware0
Scaling the Convex Barrier with Sparse Dual Algorithms0
S-ConvNet: A Shallow Convolutional Neural Network Architecture for Neuromuscular Activity Recognition Using Instantaneous High-Density Surface EMG Images0
SeqNet: An Efficient Neural Network for Automatic Malware Detection0
Small Contributions, Small Networks: Efficient Neural Network Pruning Based on Relative Importance0
Sparse Multitask Learning for Efficient Neural Representation of Motor Imagery and Execution0
SparseNN: An Energy-Efficient Neural Network Accelerator Exploiting Input and Output Sparsity0
SpikePingpong: High-Frequency Spike Vision-based Robot Learning for Precise Striking in Table Tennis Game0
Streaming Voice Query Recognition using Causal Convolutional Recurrent Neural Networks0
Structured Convolutions for Efficient Neural Network Design0
Super Efficient Neural Network for Compression Artifacts Reduction and Super Resolution0
SWIS -- Shared Weight bIt Sparsity for Efficient Neural Network Acceleration0
Toward Computation and Memory Efficient Neural Network Acoustic Models with Binary Weights and Activations0
Enhancing Accuracy and Robustness of Steering Angle Prediction with Attention Mechanism0
Ultrasensitive Textile Strain Sensors Redefine Wearable Silent Speech Interfaces with High Machine Learning Efficiency0
UMEC: Unified model and embedding compression for efficient recommendation systems0
Uncertainty Estimates for Efficient Neural Network-based Dialogue Policy Optimisation0
VQ4ALL: Efficient Neural Network Representation via a Universal Codebook0
YFlows: Systematic Dataflow Exploration and Code Generation for Efficient Neural Network Inference using SIMD Architectures on CPUs0
Go Wider: An Efficient Neural Network for Point Cloud Analysis via Group Convolutions0
UnifiedNN: Efficient Neural Network Training on the Cloud0
Hybrid Coordinate Descent for Efficient Neural Network Learning Using Line Search and Gradient Descent0
Accelerating 3D Gaussian Splatting with Neural Sorting and Axis-Oriented Rasterization0
A Computationally Efficient Neural Network Invariant to the Action of Symmetry Subgroups0
Adaptive Least Mean Squares Graph Neural Networks and Online Graph Signal Estimation0
Adaptive motor control and learning in a spiking neural network realised on a mixed-signal neuromorphic processor0
Adaptive Sample-space & Adaptive Probability coding: a neural-network based approach for compression0
Additive regularization schedule for neural architecture search0
A Digital twin for Diesel Engines: Operator-infused PINNs with Transfer Learning for Engine Health Monitoring0
A hierarchical approach to deep learning and its application to tomographic reconstruction0
An efficient neural-network and finite-difference hybrid method for elliptic interface problems with applications0
Amortized Bayesian Multilevel Models0
A New MRAM-based Process In-Memory Accelerator for Efficient Neural Network Training with Floating Point Precision0
A Survey of Quantization Methods for Efficient Neural Network Inference0
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