Copertina

Edge AI: Evaluation of Model Compression Techniques for Convolutional Neural Networks

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Francy, Samer, Singh, Raghubir
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Machine Learning Artificial Intelligence Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Early Exiting Predictive Coding Neural Networks for Edge AI
di: Zniber, Alaa, et al.
Pubblicazione: (2023)

Comparative Analysis and Ensemble Enhancement of Leading CNN Architectures for Breast Cancer Classification
di: Murphy, Gary, et al.
Pubblicazione: (2024)

Evaluation and Analysis of Deep Neural Transformers and Convolutional Neural Networks on Modern Remote Sensing Datasets
di: Hurt, J. Alex, et al.
Pubblicazione: (2025)

From Code to Field: Evaluating the Robustness of Convolutional Neural Networks for Disease Diagnosis in Mango Leaves
di: de Andrade, Gabriel Vitorino, et al.
Pubblicazione: (2025)

When Does Supervised Training Pay Off? The Hidden Economics of Object Detection in the Era of Vision-Language Models
di: Al-Hamadani, Samer
Pubblicazione: (2025)

AI Radiologist: Revolutionizing Liver Tissue Segmentation with Convolutional Neural Networks and a Clinician-Friendly GUI
di: Al-Kababji, Ayman, et al.
Pubblicazione: (2024)

Neural Tangent Knowledge Distillation for Optical Convolutional Networks
di: Xiang, Jinlin, et al.
Pubblicazione: (2025)

Toward Efficient Convolutional Neural Networks With Structured Ternary Patterns
di: Kyrkou, Christos
Pubblicazione: (2024)

Deep Convolutional Neural Networks for Palm Fruit Maturity Classification
di: Han, Mingqiang, et al.
Pubblicazione: (2025)

Semantic Communication based on Generative AI: A New Approach to Image Compression and Edge Optimization
di: Pezone, Francesco
Pubblicazione: (2025)

Enhancing Convolutional Neural Networks with Higher-Order Numerical Difference Methods
di: Wang, Qi, et al.
Pubblicazione: (2024)

Pixel Embedding: Fully Quantized Convolutional Neural Network with Differentiable Lookup Table
di: Tokunaga, Hiroyuki, et al.
Pubblicazione: (2024)

Learning Robust Convolutional Neural Networks with Relevant Feature Focusing via Explanations
di: Adachi, Kazuki, et al.
Pubblicazione: (2022)

Enhancing Breast Cancer Diagnosis in Mammography: Evaluation and Integration of Convolutional Neural Networks and Explainable AI
di: Ahmed, Maryam, et al.
Pubblicazione: (2024)

Boosting Defect Detection in Manufacturing using Tensor Convolutional Neural Networks
di: Martin-Ramiro, Pablo, et al.
Pubblicazione: (2023)

Financial Fraud Identification and Interpretability Study for Listed Companies Based on Convolutional Neural Network
di: Li, Xiao
Pubblicazione: (2025)

HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks
di: Xiao, Jinqi, et al.
Pubblicazione: (2023)

Automatic Joint Structured Pruning and Quantization for Efficient Neural Network Training and Compression
di: Qu, Xiaoyi, et al.
Pubblicazione: (2025)

Impact of Tuning Parameters in Deep Convolutional Neural Network Using a Crack Image Dataset
di: Zabin, Mahe, et al.
Pubblicazione: (2025)

CSC-Unet: A Novel Convolutional Sparse Coding Strategy Based Neural Network for Semantic Segmentation
di: Tang, Haitong, et al.
Pubblicazione: (2021)

Improving Sickle Cell Disease Classification: A Fusion of Conventional Classifiers, Segmented Images, and Convolutional Neural Networks
di: Cardoso, Victor Júnio Alcântara, et al.
Pubblicazione: (2024)

Probing Equivariance and Symmetry Breaking in Convolutional Networks
di: Vadgama, Sharvaree, et al.
Pubblicazione: (2025)

Convolutional Neural Network Ensemble Learning for Hyperspectral Imaging-based Blackberry Fruit Ripeness Detection in Uncontrolled Farm Environment
di: Olisah, Chollette C., et al.
Pubblicazione: (2024)

Generative AI in Vision: A Survey on Models, Metrics and Applications
di: Raut, Gaurav, et al.
Pubblicazione: (2024)

Social-IWSTCNN: A Social Interaction-Weighted Spatio-Temporal Convolutional Neural Network for Pedestrian Trajectory Prediction in Urban Traffic Scenarios
di: Zhang, Chi, et al.
Pubblicazione: (2021)

Secure and Storage-Efficient Deep Learning Models for Edge AI Using Automatic Weight Generation
di: Rahaman, Habibur, et al.
Pubblicazione: (2025)

C-SWAP: Explainability-Aware Structured Pruning for Efficient Neural Networks Compression
di: Bauvin, Baptiste, et al.
Pubblicazione: (2025)

A Novel Convolutional Neural Network-Based Framework for Complex Multiclass Brassica Seed Classification
di: Elfatimia, Elhoucine, et al.
Pubblicazione: (2025)

Biological Plausibility and Representational Alignment of Feedback Alignment in Convolutional Networks
di: Lance, Jake, et al.
Pubblicazione: (2026)

Deep Vision-Based Framework for Coastal Flood Prediction Under Climate Change Impacts and Shoreline Adaptations
di: Karapetyan, Areg, et al.
Pubblicazione: (2024)

Verification of Neural Networks against Convolutional Perturbations via Parameterised Kernels
di: Brückner, Benedikt, et al.
Pubblicazione: (2024)

On the Shift Invariance of Max Pooling Feature Maps in Convolutional Neural Networks
di: Leterme, Hubert, et al.
Pubblicazione: (2022)

Pixel-Based Similarities as an Alternative to Neural Data for Improving Convolutional Neural Network Adversarial Robustness
di: Attias, Elie, et al.
Pubblicazione: (2024)

Large-Scale Evaluation of Open-Set Image Classification Techniques
di: Bisgin, Halil, et al.
Pubblicazione: (2024)

Disease Classification and Impact of Pretrained Deep Convolution Neural Networks on Diverse Medical Imaging Datasets across Imaging Modalities
di: Borah, Jutika, et al.
Pubblicazione: (2024)

XEdgeAI: A Human-centered Industrial Inspection Framework with Data-centric Explainable Edge AI Approach
di: Nguyen, Truong Thanh Hung, et al.
Pubblicazione: (2024)

Developing a Resource-Constraint EdgeAI model for Surface Defect Detection
di: Mih, Atah Nuh, et al.
Pubblicazione: (2023)

AI-Powered Intracranial Hemorrhage Detection: A Co-Scale Convolutional Attention Model with Uncertainty-Based Fuzzy Integral Operator and Feature Screening
di: Chagahi, Mehdi Hosseini, et al.
Pubblicazione: (2024)

Automatic Image Colorization with Convolutional Neural Networks and Generative Adversarial Networks
di: Qiu, Changyuan, et al.
Pubblicazione: (2025)

Attribution-Guided Model Rectification of Unreliable Neural Network Behaviors
di: Yang, Peiyu, et al.
Pubblicazione: (2026)