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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
Efficient Neural Network Analysis with Sum-of-InfeasibilitiesCode2
MI-GAN: A Simple Baseline for Image Inpainting on Mobile DevicesCode2
Deep Differentiable Logic Gate NetworksCode2
MobileOne: An Improved One millisecond Mobile BackboneCode2
A New Frontier of AI: On-Device AI Training and PersonalizationCode2
Differentiable Neural Architecture Learning for Efficient Neural Network DesignCode1
Trainable Weight Averaging: A General Approach for Subspace TrainingCode1
Practical Deep Raw Image Denoising on Mobile DevicesCode1
Logic Shrinkage: Learned FPGA Netlist Sparsity for Efficient Neural Network InferenceCode1
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
HALO: Hadamard-Assisted Lower-Precision Optimization for LLMsCode1
Network Trimming: A Data-Driven Neuron Pruning Approach towards Efficient Deep ArchitecturesCode1
FLIGHT Mode On: A Feather-Light Network for Low-Light Image EnhancementCode1
ElectroCardioGuard: Preventing Patient Misidentification in Electrocardiogram Databases through Neural NetworksCode1
GenNet framework: interpretable deep learning for predicting phenotypes from genetic dataCode1
Ground-aware Monocular 3D Object Detection for Autonomous DrivingCode1
A Three-regime Model of Network PruningCode1
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
Forward Laplacian: A New Computational Framework for Neural Network-based Variational Monte CarloCode1
An Accurate and Efficient Neural Network for OCTA Vessel Segmentation and a New DatasetCode1
Efficient Neural Network Approximation of Robust PCA for Automated Analysis of Calcium Imaging DataCode1
EagleEye: Fast Sub-net Evaluation for Efficient Neural Network PruningCode1
Efficient Neural Network Robustness Certification with General Activation FunctionsCode1
ChamNet: Towards Efficient Network Design through Platform-Aware Model AdaptationCode1
Compute and memory efficient universal sound source separationCode1
ENet: A Deep Neural Network Architecture for Real-Time Semantic SegmentationCode1
Efficient and Accurate Conversion of Spiking Neural Network with Burst SpikesCode1
Gated Attention Coding for Training High-performance and Efficient Spiking Neural NetworksCode1
Efficient Neural Network Deployment for MicrocontrollerCode1
GNN-Empowered Effective Partial Observation MARL Method for AoI Management in Multi-UAV NetworkCode1
The Effectiveness of a Simplified Model Structure for Crowd CountingCode1
Image Generation for Efficient Neural Network Training in Autonomous Drone RacingCode1
LowDINO -- A Low Parameter Self Supervised Learning ModelCode1
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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