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Efficient Neural Network

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Showing 51–100 of 224 papers

TitleStatusHype
Can LLMs Revolutionize the Design of Explainable and Efficient TinyML Models?—0
Can KAN Work? Exploring the Potential of Kolmogorov-Arnold Networks in Computer Vision—0
A hierarchical approach to deep learning and its application to tomographic reconstruction—0
Improved weight initialization for deep and narrow feedforward neural network—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
BEND: Bagging Deep Learning Training Based on Efficient Neural Network Diffusion—0
UnifiedNN: Efficient Neural Network Training on the Cloud—0
BasisNet: Two-stage Model Synthesis for Efficient Inference—0
Physics-based Indirect Illumination for Inverse Rendering—0
A Computationally Efficient Neural Network Invariant to the Action of Symmetry Subgroups—0
Progressive Automatic Design of Search Space for One-Shot Neural Architecture Search—0
Plug-in, Trainable Gate for Streamlining Arbitrary Neural Networks—0
Automatic Model Selection for Neural Networks—0
A Digital twin for Diesel Engines: Operator-infused PINNs with Transfer Learning for Engine Health Monitoring—0
DeepSquare: Boosting the Learning Power of Deep Convolutional Neural Networks with Elementwise Square Operators—0
Fast fluorescence lifetime imaging analysis via extreme learning machine—0
Deep Networks as Denoising Algorithms: Sample-Efficient Learning of Diffusion Models in High-Dimensional Graphical Models—0
High performance RNNs with spiking neurons—0
IDKM: Memory Efficient Neural Network Quantization via Implicit, Differentiable k-Means—0
Infra-YOLO: Efficient Neural Network Structure with Model Compression for Real-Time Infrared Small Object Detection—0
Fast Cerebral Blood Flow Analysis via Extreme Learning Machine—0
Attaining human-level performance with atlas location autocontext for anatomical landmark detection in 3D CT data—0
Handwritten Character Recognition Using Unique Feature Extraction Technique—0
Deep Learning for Computing Convergence Rates of Markov Chains—0
Evolutionary Cell Aided Design for Neural Network Architectures—0
Additive regularization schedule for neural architecture search—0
Hardware-aware mobile building block evaluation for computer vision—0
Evaluating Curriculum Learning Strategies in Neural Combinatorial Optimization—0
A Survey of Quantization Methods for Efficient Neural Network Inference—0
English Sentence Recognition using Artificial Neural Network through Mouse-based Gestures—0
Adaptive Sample-space & Adaptive Probability coding: a neural-network based approach for compression—0
Going deeper with brain morphometry using neural networks—0
Event-based update of synapses in voltage-based learning rules—0
Energy Saving Additive Neural Network—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
Decentralized Inference with Graph Neural Networks in Wireless Communication Systems—0
Fast and Accurate Reconstruction of Compressed Color Light Field—0
Energy-Efficient Wake-Up Signalling for Machine-Type Devices Based on Traffic-Aware Long-Short Term Memory Prediction—0
Faster Attention Is What You Need: A Fast Self-Attention Neural Network Backbone Architecture for the Edge via Double-Condensing Attention Condensers—0
CovSegNet: A Multi Encoder-Decoder Architecture for Improved Lesion Segmentation of COVID-19 Chest CT Scans—0
Feature-Align Network with Knowledge Distillation for Efficient Denoising—0
Accelerating 3D Gaussian Splatting with Neural Sorting and Axis-Oriented Rasterization—0
Harnessing Manycore Processors with Distributed Memory for Accelerated Training of Sparse and Recurrent Models—0
A New MRAM-based Process In-Memory Accelerator for Efficient Neural Network Training with Floating Point Precision—0
Efficient SGD Neural Network Training via Sublinear Activated Neuron Identification—0
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