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Efficient Neural Network

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Showing 1–50 of 224 papers

TitleStatusHype
EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space DualityCode2
MobileOne: An Improved One millisecond Mobile BackboneCode2
MI-GAN: A Simple Baseline for Image Inpainting on Mobile DevicesCode2
Deep Differentiable Logic Gate NetworksCode2
A New Frontier of AI: On-Device AI Training and PersonalizationCode2
Efficient Neural Network Analysis with Sum-of-InfeasibilitiesCode2
Differentiable Neural Architecture Learning for Efficient Neural Network DesignCode1
Trainable Weight Averaging: A General Approach for Subspace TrainingCode1
EagleEye: Fast Sub-net Evaluation for Efficient Neural Network PruningCode1
Network Trimming: A Data-Driven Neuron Pruning Approach towards Efficient Deep ArchitecturesCode1
Rethinking FUN: Frequency-Domain Utilization NetworksCode1
Sudo rm -rf: Efficient Networks for Universal Audio Source SeparationCode1
WaveMix: A Resource-efficient Neural Network for Image AnalysisCode1
WaveMixSR: A Resource-efficient Neural Network for Image Super-resolutionCode1
GNN-Empowered Effective Partial Observation MARL Method for AoI Management in Multi-UAV NetworkCode1
Image Generation for Efficient Neural Network Training in Autonomous Drone RacingCode1
Forward Laplacian: A New Computational Framework for Neural Network-based Variational Monte CarloCode1
ENet: A Deep Neural Network Architecture for Real-Time Semantic SegmentationCode1
GenNet framework: interpretable deep learning for predicting phenotypes from genetic dataCode1
HALO: Hadamard-Assisted Lower-Precision Optimization for LLMsCode1
LowDINO -- A Low Parameter Self Supervised Learning ModelCode1
LUTNet: Learning FPGA Configurations for Highly Efficient Neural Network InferenceCode1
Fine-Tune Language Models as Multi-Modal Differential Equation SolversCode1
Quadratic Residual Networks: A New Class of Neural Networks for Solving Forward and Inverse Problems in Physics Involving PDEsCode1
RevPHiSeg: A Memory-Efficient Neural Network for Uncertainty Quantification in Medical Image SegmentationCode1
Small-Footprint Keyword Spotting with Multi-Scale Temporal ConvolutionCode1
A Convergent ADMM Framework for Efficient Neural Network TrainingCode1
UV-Mamba: A DCN-Enhanced State Space Model for Urban Village Boundary Identification in High-Resolution Remote Sensing ImagesCode1
WaveMix-Lite: A Resource-efficient Neural Network for Image AnalysisCode1
CEN-HDR: Computationally Efficient neural Network for real-time High Dynamic Range imagingCode1
The Effectiveness of a Simplified Model Structure for Crowd CountingCode1
Efficient Neural Network Approximation of Robust PCA for Automated Analysis of Calcium Imaging DataCode1
An Accurate and Efficient Neural Network for OCTA Vessel Segmentation and a New DatasetCode1
Efficient Neural Network Deployment for MicrocontrollerCode1
Efficient and Accurate Conversion of Spiking Neural Network with Burst SpikesCode1
ElectroCardioGuard: Preventing Patient Misidentification in Electrocardiogram Databases through Neural NetworksCode1
Compute and memory efficient universal sound source separationCode1
FLIGHT Mode On: A Feather-Light Network for Low-Light Image EnhancementCode1
ChamNet: Towards Efficient Network Design through Platform-Aware Model AdaptationCode1
Efficient Neural Network Robustness Certification with General Activation FunctionsCode1
Gated Attention Coding for Training High-performance and Efficient Spiking Neural NetworksCode1
Ground-aware Monocular 3D Object Detection for Autonomous DrivingCode1
A Three-regime Model of Network PruningCode1
Logic Shrinkage: Learned FPGA Netlist Sparsity for Efficient Neural Network InferenceCode1
Practical Deep Raw Image Denoising on Mobile DevicesCode1
Deep learning observables in computational fluid dynamicsCode1
Automatic Joint Structured Pruning and Quantization for Efficient Neural Network Training and CompressionCode1
cecilia: A Machine Learning-Based Pipeline for Measuring Metal Abundances of Helium-rich Polluted White Dwarfs—0
An efficient neural-network and finite-difference hybrid method for elliptic interface problems with applications—0
Can LLMs Revolutionize the Design of Explainable and Efficient TinyML Models?—0
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