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Efficient Neural Network

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Showing 151–200 of 224 papers

TitleStatusHype
LMR-CBT: Learning Modality-fused Representations with CB-Transformer for Multimodal Emotion Recognition from Unaligned Multimodal Sequences—0
Efficient Neural Network Training via Forward and Backward Propagation SparsificationCode0
DistIR: An Intermediate Representation and Simulator for Efficient Neural Network Distribution—0
On the Efficiency of Deep Neural Networks—0
Dynamic Neural Diversification: Path to Computationally Sustainable Neural Networks—0
Joint Matrix Decomposition for Deep Convolutional Neural Networks CompressionCode0
BasisNet: Two-stage Model Synthesis for Efficient Inference—0
Decentralized Inference with Graph Neural Networks in Wireless Communication Systems—0
A Survey of Quantization Methods for Efficient Neural Network Inference—0
Feature-Align Network with Knowledge Distillation for Efficient Denoising—0
SWIS -- Shared Weight bIt Sparsity for Efficient Neural Network Acceleration—0
Scaling the Convex Barrier with Sparse Dual Algorithms—0
UMEC: Unified model and embedding compression for efficient recommendation systems—0
MONGOOSE: A Learnable LSH Framework for Efficient Neural Network Training—0
CovSegNet: A Multi Encoder-Decoder Architecture for Improved Lesion Segmentation of COVID-19 Chest CT Scans—0
Rethinking Weight Decay For Efficient Neural Network PruningCode0
Evaluating Curriculum Learning Strategies in Neural Combinatorial Optimization—0
Neural Network Architectures for Location Estimation in the Internet of Things—0
Memformer: A Memory-Augmented Transformer for Sequence Modeling—0
Event-based update of synapses in voltage-based learning rules—0
On the Orthogonality of Knowledge Distillation with Other Techniques: From an Ensemble Perspective—0
Going deeper with brain morphometry using neural networks—0
Structured Convolutions for Efficient Neural Network Design—0
Dopant Network Processing Units: Towards Efficient Neural-network Emulators with High-capacity Nanoelectronic NodesCode0
Measurement error models: from nonparametric methods to deep neural networks—0
Progressive Automatic Design of Search Space for One-Shot Neural Architecture Search—0
Online unsupervised deep unfolding for MIMO channel estimation—0
A New MRAM-based Process In-Memory Accelerator for Efficient Neural Network Training with Floating Point Precision—0
NAttack! Adversarial Attacks to bypass a GAN based classifier trained to detect Network intrusion—0
A Computationally Efficient Neural Network Invariant to the Action of Symmetry Subgroups—0
Handwritten Character Recognition Using Unique Feature Extraction Technique—0
A hierarchical approach to deep learning and its application to tomographic reconstruction—0
FANN-on-MCU: An Open-Source Toolkit for Energy-Efficient Neural Network Inference at the Edge of the Internet of ThingsCode0
ROBO: Robust, Fully Neural Object Detection for Robot Soccer—0
Recurrent neural network approach for cyclic job shop scheduling problem—0
EdgeCNN: Convolutional Neural Network Classification Model with small inputs for Edge ComputingCode0
Optimizing Speech Recognition For The Edge—0
High performance RNNs with spiking neurons—0
Go Wider: An Efficient Neural Network for Point Cloud Analysis via Group Convolutions—0
SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded SystemsCode0
An Efficient Convolutional Neural Network for Coronary Heart Disease PredictionCode0
DeepHoyer: Learning Sparser Neural Network with Differentiable Scale-Invariant Sparsity MeasuresCode0
ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells StatisticsCode0
Vision-based Navigation Using Deep Reinforcement LearningCode0
Joint Regularization on Activations and Weights for Efficient Neural Network Pruning—0
Efficient Neural Network Approaches for Leather Defect Classification—0
DeepSquare: Boosting the Learning Power of Deep Convolutional Neural Networks with Elementwise Square Operators—0
HGC: Hierarchical Group Convolution for Highly Efficient Neural Network—0
S-ConvNet: A Shallow Convolutional Neural Network Architecture for Neuromuscular Activity Recognition Using Instantaneous High-Density Surface EMG Images—0
Fully Quantized Network for Object Detection—0
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