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Efficient Neural Network

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Showing 1–50 of 224 papers

TitleStatusHype
Interact2Vec -- An efficient neural network-based model for simultaneously learning users and items embeddings in recommender systems—0
Linearity-based neural network compression—0
Accelerating 3D Gaussian Splatting with Neural Sorting and Axis-Oriented Rasterization—0
SpikePingpong: High-Frequency Spike Vision-based Robot Learning for Precise Striking in Table Tennis Game—0
Dynamic Spectral Backpropagation for Efficient Neural Network Training—0
Probabilistic Emulation of the Community Radiative Transfer Model Using Machine Learning—0
Can LLMs Revolutionize the Design of Explainable and Efficient TinyML Models?—0
LightSNN: Lightweight Architecture Search for Sparse and Accurate Spiking Neural NetworksCode0
Efficient Reachability Analysis for Convolutional Neural Networks Using Hybrid Zonotopes—0
Reinforcement Learning-based Threat Assessment—0
Automatic Joint Structured Pruning and Quantization for Efficient Neural Network Training and CompressionCode1
When do they StOP?: A First Step Towards Automatically Identifying Team Communication in the Operating RoomCode0
Harmonic Loss Trains Interpretable AI ModelsCode0
Multiscale Training of Convolutional Neural Networks—0
Mono-Forward: Backpropagation-Free Algorithm for Efficient Neural Network Training Harnessing Local Errors—0
HALO: Hadamard-Assisted Lower-Precision Optimization for LLMsCode1
Learn2Mix: Training Neural Networks Using Adaptive Data IntegrationCode0
Efficient Neural Network Encoding for 3D Color Lookup TablesCode0
A Digital twin for Diesel Engines: Operator-infused PINNs with Transfer Learning for Engine Health Monitoring—0
Prediction-Enhanced Monte Carlo: A Machine Learning View on Control Variate—0
VQ4ALL: Efficient Neural Network Representation via a Universal Codebook—0
MTSpark: Enabling Multi-Task Learning with Spiking Neural Networks for Generalist Agents—0
EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space DualityCode2
Can KAN Work? Exploring the Potential of Kolmogorov-Arnold Networks in Computer Vision—0
LUTMUL: Exceed Conventional FPGA Roofline Limit by LUT-based Efficient Multiplication for Neural Network Inference—0
QuickCharNet: An Efficient URL Classification Framework for Enhanced Search Engine OptimizationCode0
Efficient Neural Network Training via Subset Pretraining—0
Small Contributions, Small Networks: Efficient Neural Network Pruning Based on Relative Importance—0
MambaJSCC: Adaptive Deep Joint Source-Channel Coding with Generalized State Space Model—0
Adaptive Error-Bounded Hierarchical Matrices for Efficient Neural Network Compression—0
UV-Mamba: A DCN-Enhanced State Space Model for Urban Village Boundary Identification in High-Resolution Remote Sensing ImagesCode1
Distilling Long-tailed DatasetsCode0
N-DriverMotion: Driver motion learning and prediction using an event-based camera and directly trained spiking neural networks on Loihi 2—0
Amortized Bayesian Multilevel Models—0
Efficient Area-based and Speaker-Agnostic Source Separation—0
GNN-Empowered Effective Partial Observation MARL Method for AoI Management in Multi-UAV NetworkCode1
On the Parameter Selection of Phase-transmittance Radial Basis Function Neural Networks for Communication Systems—0
Infra-YOLO: Efficient Neural Network Structure with Model Compression for Real-Time Infrared Small Object Detection—0
UnifiedNN: Efficient Neural Network Training on the Cloud—0
Hybrid Coordinate Descent for Efficient Neural Network Learning Using Line Search and Gradient Descent—0
Exploring FPGA designs for MX and beyond—0
Additive regularization schedule for neural architecture search—0
MDeRainNet: An Efficient Neural Network for Rain Streak Removal from Macro-pixel Images—0
On Efficient Neural Network Architectures for Image CompressionCode0
Deep Learning for Computing Convergence Rates of Markov Chains—0
GFFE: G-buffer Free Frame Extrapolation for Low-latency Real-time Rendering—0
The Effectiveness of a Simplified Model Structure for Crowd CountingCode1
BEND: Bagging Deep Learning Training Based on Efficient Neural Network Diffusion—0
LeMo-NADe: Multi-Parameter Neural Architecture Discovery with LLMs—0
Scalable Superconductor Neuron with Ternary Synaptic Connections for Ultra-Fast SNN Hardware—0
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