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Efficient Neural Network

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TitleStatusHype
Efficient Neural Network Approaches for Leather Defect Classification—0
Efficient Neural Network based Classification and Outlier Detection for Image Moderation using Compressed Sensing and Group Testing—0
Efficient Neural Network Training via Subset Pretraining—0
Efficient Reachability Analysis for Convolutional Neural Networks Using Hybrid Zonotopes—0
Efficient SGD Neural Network Training via Sublinear Activated Neuron Identification—0
Energy-Efficient Wake-Up Signalling for Machine-Type Devices Based on Traffic-Aware Long-Short Term Memory Prediction—0
Energy Saving Additive Neural Network—0
English Sentence Recognition using Artificial Neural Network through Mouse-based Gestures—0
MTSpark: Enabling Multi-Task Learning with Spiking Neural Networks for Generalist Agents—0
Multiscale Training of Convolutional Neural Networks—0
NAttack! Adversarial Attacks to bypass a GAN based classifier trained to detect Network intrusion—0
N-DriverMotion: Driver motion learning and prediction using an event-based camera and directly trained spiking neural networks on Loihi 2—0
Neural approximation of Wasserstein distance via a universal architecture for symmetric and factorwise group invariant functions—0
Neural Architecture Search for Energy Efficient Always-on Audio Models—0
Neural Network Architectures for Location Estimation in the Internet of Things—0
Novel Multicolumn Kernel Extreme Learning Machine for Food Detection via Optimal Features from CNN—0
Online unsupervised deep unfolding for MIMO channel estimation—0
On the Efficiency of Deep Neural Networks—0
On the Orthogonality of Knowledge Distillation with Other Techniques: From an Ensemble Perspective—0
On the Parameter Selection of Phase-transmittance Radial Basis Function Neural Networks for Communication Systems—0
Optimizing Speech Recognition For The Edge—0
PolyThrottle: Energy-efficient Neural Network Inference on Edge Devices—0
PowerPruning: Selecting Weights and Activations for Power-Efficient Neural Network Acceleration—0
Prediction-Enhanced Monte Carlo: A Machine Learning View on Control Variate—0
Privacy-Preserving Decentralized Inference with Graph Neural Networks in Wireless Networks—0
Probabilistic Emulation of the Community Radiative Transfer Model Using Machine Learning—0
Provably efficient neural network representation for image classification—0
Quantum machine learning for image classification—0
Recurrent neural network approach for cyclic job shop scheduling problem—0
Reinforcement Learning-based Threat Assessment—0
ROBO: Robust, Fully Neural Object Detection for Robot Soccer—0
S^3NN: Time Step Reduction of Spiking Surrogate Gradients for Training Energy Efficient Single-Step Spiking Neural Networks—0
Scalable Superconductor Neuron with Ternary Synaptic Connections for Ultra-Fast SNN Hardware—0
Scaling the Convex Barrier with Sparse Dual Algorithms—0
S-ConvNet: A Shallow Convolutional Neural Network Architecture for Neuromuscular Activity Recognition Using Instantaneous High-Density Surface EMG Images—0
SeqNet: An Efficient Neural Network for Automatic Malware Detection—0
YFlows: Systematic Dataflow Exploration and Code Generation for Efficient Neural Network Inference using SIMD Architectures on CPUs—0
Small Contributions, Small Networks: Efficient Neural Network Pruning Based on Relative Importance—0
Sparse Multitask Learning for Efficient Neural Representation of Motor Imagery and Execution—0
SparseNN: An Energy-Efficient Neural Network Accelerator Exploiting Input and Output Sparsity—0
SpikePingpong: High-Frequency Spike Vision-based Robot Learning for Precise Striking in Table Tennis Game—0
Streaming Voice Query Recognition using Causal Convolutional Recurrent Neural Networks—0
Structured Convolutions for Efficient Neural Network Design—0
Super Efficient Neural Network for Compression Artifacts Reduction and Super Resolution—0
SWIS -- Shared Weight bIt Sparsity for Efficient Neural Network Acceleration—0
Toward Computation and Memory Efficient Neural Network Acoustic Models with Binary Weights and Activations—0
Enhancing Accuracy and Robustness of Steering Angle Prediction with Attention Mechanism—0
Ultrasensitive Textile Strain Sensors Redefine Wearable Silent Speech Interfaces with High Machine Learning Efficiency—0
UMEC: Unified model and embedding compression for efficient recommendation systems—0
Uncertainty Estimates for Efficient Neural Network-based Dialogue Policy Optimisation—0
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