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Efficient Neural Network

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Showing 151–200 of 224 papers

TitleStatusHype
A New MRAM-based Process In-Memory Accelerator for Efficient Neural Network Training with Floating Point Precision—0
A Survey of Quantization Methods for Efficient Neural Network Inference—0
Attaining human-level performance with atlas location autocontext for anatomical landmark detection in 3D CT data—0
Automatic Model Selection for Neural Networks—0
BasisNet: Two-stage Model Synthesis for Efficient Inference—0
BEND: Bagging Deep Learning Training Based on Efficient Neural Network Diffusion—0
Can KAN Work? Exploring the Potential of Kolmogorov-Arnold Networks in Computer Vision—0
Can LLMs Revolutionize the Design of Explainable and Efficient TinyML Models?—0
cecilia: A Machine Learning-Based Pipeline for Measuring Metal Abundances of Helium-rich Polluted White Dwarfs—0
Characterizing climate pathways using feature importance on echo state networks—0
Classifying emotions and engagement in online learning based on a single facial expression recognition neural network—0
Component-Wise Natural Gradient Descent -- An Efficient Neural Network Optimization—0
Computationally efficient neural network classifiers for next generation closed loop neuromodulation therapy -- a case study in epilepsy—0
CovSegNet: A Multi Encoder-Decoder Architecture for Improved Lesion Segmentation of COVID-19 Chest CT Scans—0
Decentralized Inference with Graph Neural Networks in Wireless Communication Systems—0
Deep Learning for Computing Convergence Rates of Markov Chains—0
Deep Networks as Denoising Algorithms: Sample-Efficient Learning of Diffusion Models in High-Dimensional Graphical Models—0
DeepSquare: Boosting the Learning Power of Deep Convolutional Neural Networks with Elementwise Square Operators—0
Plug-in, Trainable Gate for Streamlining Arbitrary Neural Networks—0
Physics-based Indirect Illumination for Inverse Rendering—0
Distilling Long-tailed Datasets—0
DistIR: An Intermediate Representation and Simulator for Efficient Neural Network Distribution—0
Double A3C: Deep Reinforcement Learning on OpenAI Gym Games—0
Adaptive Error-Bounded Hierarchical Matrices for Efficient Neural Network Compression—0
Dynamic Neural Diversification: Path to Computationally Sustainable Neural Networks—0
Dynamic Spectral Backpropagation for Efficient Neural Network Training—0
Efficient and Effective Methods for Mixed Precision Neural Network Quantization for Faster, Energy-efficient Inference—0
Efficient Area-based and Speaker-Agnostic Source Separation—0
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
Evaluating Curriculum Learning Strategies in Neural Combinatorial Optimization—0
Event-based update of synapses in voltage-based learning rules—0
Evolutionary Cell Aided Design for Neural Network Architectures—0
EvoPrompting: Language Models for Code-Level Neural Architecture Search—0
Exploring FPGA designs for MX and beyond—0
Extreme Learning Machine-based Channel Estimation in IRS-Assisted Multi-User ISAC System—0
Fast and Accurate Reconstruction of Compressed Color Light Field—0
Fast Cerebral Blood Flow Analysis via Extreme Learning Machine—0
Faster Attention Is What You Need: A Fast Self-Attention Neural Network Backbone Architecture for the Edge via Double-Condensing Attention Condensers—0
Fast fluorescence lifetime imaging analysis via extreme learning machine—0
Feature-Align Network with Knowledge Distillation for Efficient Denoising—0
Fully Quantized Network for Object Detection—0
GFFE: G-buffer Free Frame Extrapolation for Low-latency Real-time Rendering—0
Going deeper with brain morphometry using neural networks—0
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