Building Efficient Lightweight CNN Models
Fuente:
arXiv
Guardado en:
| Autor principal: | Isong, Nathan |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
MRD-LiNet: A Novel Lightweight Hybrid CNN with Gradient-Guided Unlearning for Improved Drought Stress Identification
por: Patra, Aswini Kumar, et al.
Publicado: (2025)
por: Patra, Aswini Kumar, et al.
Publicado: (2025)
SPUS: A Lightweight and Parameter-Efficient Foundation Model for PDEs
por: Siddik, Abu Bucker, et al.
Publicado: (2025)
por: Siddik, Abu Bucker, et al.
Publicado: (2025)
Balancing Accuracy and Efficiency: CNN Fusion Models for Diabetic Retinopathy Screening
por: Islam, Md Rafid, et al.
Publicado: (2025)
por: Islam, Md Rafid, et al.
Publicado: (2025)
CNN Explainability with Multivector Tucker Saliency Maps for Self-Supervised Models
por: Bouayed, Aymene Mohammed, et al.
Publicado: (2024)
por: Bouayed, Aymene Mohammed, et al.
Publicado: (2024)
Federated Learning for Video Violence Detection: Complementary Roles of Lightweight CNNs and Vision-Language Models for Energy-Efficient Use
por: Thuau, Sébastien, et al.
Publicado: (2025)
por: Thuau, Sébastien, et al.
Publicado: (2025)
Placenta Accreta Spectrum Detection Using an MRI-based Hybrid CNN-Transformer Model
por: Ali, Sumaiya, et al.
Publicado: (2025)
por: Ali, Sumaiya, et al.
Publicado: (2025)
Lightweight Cloud Masking Models for On-Board Inference in Hyperspectral Imaging
por: Ali, Mazen, et al.
Publicado: (2025)
por: Ali, Mazen, et al.
Publicado: (2025)
Lightweight Unsupervised Federated Learning with Pretrained Vision Language Model
por: Yan, Hao, et al.
Publicado: (2024)
por: Yan, Hao, et al.
Publicado: (2024)
Flying By ML -- CNN Inversion of Affine Transforms
por: Van Warren, L.
Publicado: (2023)
por: Van Warren, L.
Publicado: (2023)
A Lightweight Neural Architecture Search Model for Medical Image Classification
por: Xie, Lunchen, et al.
Publicado: (2024)
por: Xie, Lunchen, et al.
Publicado: (2024)
Optimizing CNN Architectures for Advanced Thoracic Disease Classification
por: Mirthipati, Tejas
Publicado: (2025)
por: Mirthipati, Tejas
Publicado: (2025)
Analysis of Hyperparameter Optimization Effects on Lightweight Deep Models for Real-Time Image Classification
por: Rakesh, Vineet Kumar, et al.
Publicado: (2025)
por: Rakesh, Vineet Kumar, et al.
Publicado: (2025)
TinyAlign: Boosting Lightweight Vision-Language Models by Mitigating Modal Alignment Bottlenecks
por: Hu, Yuanze, et al.
Publicado: (2025)
por: Hu, Yuanze, et al.
Publicado: (2025)
VLSM-Adapter: Finetuning Vision-Language Segmentation Efficiently with Lightweight Blocks
por: Dhakal, Manish, et al.
Publicado: (2024)
por: Dhakal, Manish, et al.
Publicado: (2024)
AI-Powered Deepfake Detection Using CNN and Vision Transformer Architectures
por: Urmi, Sifatullah Sheikh, et al.
Publicado: (2026)
por: Urmi, Sifatullah Sheikh, et al.
Publicado: (2026)
When Better Eyes Lead to Blindness: A Diagnostic Study of the Information Bottleneck in CNN-LSTM Image Captioning Models
por: Gupta, Hitesh Kumar
Publicado: (2025)
por: Gupta, Hitesh Kumar
Publicado: (2025)
VLLFL: A Vision-Language Model Based Lightweight Federated Learning Framework for Smart Agriculture
por: Li, Long, et al.
Publicado: (2025)
por: Li, Long, et al.
Publicado: (2025)
LightPneumoNet: Lightweight Pneumonia Classifier
por: Chauhan, Neilansh, et al.
Publicado: (2025)
por: Chauhan, Neilansh, et al.
Publicado: (2025)
ECMNet:Lightweight Semantic Segmentation with Efficient CNN-Mamba Network
por: Du, Feixiang, et al.
Publicado: (2025)
por: Du, Feixiang, et al.
Publicado: (2025)
Moving object detection from multi-depth images with an attention-enhanced CNN
por: Shibukawa, Masato, et al.
Publicado: (2025)
por: Shibukawa, Masato, et al.
Publicado: (2025)
An attempt to generate new bridge types from latent space of PixelCNN
por: Zhang, Hongjun
Publicado: (2024)
por: Zhang, Hongjun
Publicado: (2024)
CAPM: Fast and Robust Verification on Maxpool-based CNN via Dual Network
por: Bai, Jia-Hau, et al.
Publicado: (2024)
por: Bai, Jia-Hau, et al.
Publicado: (2024)
Leaf Angle Estimation using Mask R-CNN and LETR Vision Transformer
por: Margapuri, Venkat, et al.
Publicado: (2024)
por: Margapuri, Venkat, et al.
Publicado: (2024)
Neuron Abandoning Attention Flow: Visual Explanation of Dynamics inside CNN Models
por: Liao, Yi, et al.
Publicado: (2024)
por: Liao, Yi, et al.
Publicado: (2024)
Frequency-Aligned Knowledge Distillation for Lightweight Spatiotemporal Forecasting
por: Li, Yuqi, et al.
Publicado: (2025)
por: Li, Yuqi, et al.
Publicado: (2025)
Make Your LVLM KV Cache More Lightweight
por: Chen, Xihao, et al.
Publicado: (2026)
por: Chen, Xihao, et al.
Publicado: (2026)
EGR-Net: A Novel Embedding Gramian Representation CNN for Intelligent Fault Diagnosis
por: Jia, Linshan
Publicado: (2025)
por: Jia, Linshan
Publicado: (2025)
Feature Fusion for Improved Classification: Combining Dempster-Shafer Theory and Multiple CNN Architectures
por: Alzahem, Ayyub, et al.
Publicado: (2024)
por: Alzahem, Ayyub, et al.
Publicado: (2024)
ASTM :Autonomous Smart Traffic Management System Using Artificial Intelligence CNN and LSTM
por: Goenawan, Christofel Rio
Publicado: (2024)
por: Goenawan, Christofel Rio
Publicado: (2024)
Feature Representation Transferring to Lightweight Models via Perception Coherence
por: Nguyen, Hai-Vy, et al.
Publicado: (2025)
por: Nguyen, Hai-Vy, et al.
Publicado: (2025)
Causality-Driven Audits of Model Robustness
por: Drenkow, Nathan, et al.
Publicado: (2024)
por: Drenkow, Nathan, et al.
Publicado: (2024)
A Hybrid Multi-Well Hopfield-CNN with Feature Extraction and K-Means for MNIST Classification
por: Farooq, Ahmed
Publicado: (2025)
por: Farooq, Ahmed
Publicado: (2025)
ScribFormer: Transformer Makes CNN Work Better for Scribble-based Medical Image Segmentation
por: Li, Zihan, et al.
Publicado: (2024)
por: Li, Zihan, et al.
Publicado: (2024)
Naïve PAINE: Lightweight Text-to-Image Generation Improvement with Prompt Evaluation
por: Kim, Joong Ho, et al.
Publicado: (2026)
por: Kim, Joong Ho, et al.
Publicado: (2026)
RS-CA-HSICT: A Residual and Spatial Channel Augmented CNN Transformer Framework for Monkeypox Detection
por: Iqbal, Rashid, et al.
Publicado: (2025)
por: Iqbal, Rashid, et al.
Publicado: (2025)
OmniPatch: A Universal Adversarial Patch for ViT-CNN Cross-Architecture Transfer in Semantic Segmentation
por: Aggarwal, Aarush, et al.
Publicado: (2026)
por: Aggarwal, Aarush, et al.
Publicado: (2026)
Lightweight Model for Poultry Disease Detection from Fecal Images Using Multi-Color Space Feature Optimization and Machine Learning
por: Islam, A. K. M. Shoriful, et al.
Publicado: (2025)
por: Islam, A. K. M. Shoriful, et al.
Publicado: (2025)
QoQ-Med: Building Multimodal Clinical Foundation Models with Domain-Aware GRPO Training
por: Dai, Wei, et al.
Publicado: (2025)
por: Dai, Wei, et al.
Publicado: (2025)
Point-LN: A Lightweight Framework for Efficient Point Cloud Classification Using Non-Parametric Positional Encoding
por: Mohammadi, Marzieh, et al.
Publicado: (2025)
por: Mohammadi, Marzieh, et al.
Publicado: (2025)
Evaluating BiLSTM and CNN+GRU Approaches for Human Activity Recognition Using WiFi CSI Data
por: Wakili, Almustapha A., et al.
Publicado: (2025)
por: Wakili, Almustapha A., et al.
Publicado: (2025)
Ejemplares similares
-
MRD-LiNet: A Novel Lightweight Hybrid CNN with Gradient-Guided Unlearning for Improved Drought Stress Identification
por: Patra, Aswini Kumar, et al.
Publicado: (2025) -
SPUS: A Lightweight and Parameter-Efficient Foundation Model for PDEs
por: Siddik, Abu Bucker, et al.
Publicado: (2025) -
Balancing Accuracy and Efficiency: CNN Fusion Models for Diabetic Retinopathy Screening
por: Islam, Md Rafid, et al.
Publicado: (2025) -
CNN Explainability with Multivector Tucker Saliency Maps for Self-Supervised Models
por: Bouayed, Aymene Mohammed, et al.
Publicado: (2024) -
Federated Learning for Video Violence Detection: Complementary Roles of Lightweight CNNs and Vision-Language Models for Energy-Efficient Use
por: Thuau, Sébastien, et al.
Publicado: (2025)