Imagen de Portada

GreenFactory: Ensembling Zero-Cost Proxies to Estimate Performance of Neural Networks

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Cortês, Gabriel, Lourenço, Nuno, Romano, Paolo, Machado, Penousal
Formato:	Preprint
Publicado:	2025
Materias:	Machine Learning Artificial Intelligence Computer Vision and Pattern Recognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS
por: Cortês, Gabriel, et al.
Publicado: (2024)

Towards Physical Plausibility in Neuroevolution Systems
por: Cortês, Gabriel, et al.
Publicado: (2024)

Zero-Shot, But at What Cost? Unveiling the Hidden Overhead of MILS's LLM-CLIP Framework for Image Captioning
por: Benhammou, Yassir, et al.
Publicado: (2025)

PTEENet: Post-Trained Early-Exit Neural Networks Augmentation for Inference Cost Optimization
por: Lahiany, Assaf, et al.
Publicado: (2025)

SENSE: Self-Supervised Neural Embeddings for Spatial Ensembles
por: Gadirov, Hamid, et al.
Publicado: (2025)

FusionEnsemble-Net: An Attention-Based Ensemble of Spatiotemporal Networks for Multimodal Sign Language Recognition
por: Islam, Md. Milon, et al.
Publicado: (2025)

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

Synergy and Diversity in CLIP: Enhancing Performance Through Adaptive Backbone Ensembling
por: Rodriguez-Opazo, Cristian, et al.
Publicado: (2024)

AZ-NAS: Assembling Zero-Cost Proxies for Network Architecture Search
por: Lee, Junghyup, et al.
Publicado: (2024)

Robust Multimodal Learning via Cross-Modal Proxy Tokens
por: Reza, Md Kaykobad, et al.
Publicado: (2025)

The Impact of Background Removal on Performance of Neural Networks for Fashion Image Classification and Segmentation
por: Liang, Junhui, et al.
Publicado: (2023)

Informative Rays Selection for Few-Shot Neural Radiance Fields
por: Orsingher, Marco, et al.
Publicado: (2023)

Zero-Shot Neural Architecture Search with Weighted Response Correlation
por: Jing, Kun, et al.
Publicado: (2025)

Face Density as a Proxy for Data Complexity: Quantifying the Hardness of Instance Count
por: Mohammadi-Seif, Abolfazl, et al.
Publicado: (2026)

MedSegFactory: Text-Guided Generation of Medical Image-Mask Pairs
por: Mao, Jiawei, et al.
Publicado: (2025)

Point Cloud Geometry Scalable Coding with a Quality-Conditioned Latents Probability Estimator
por: Mari, Daniele, et al.
Publicado: (2024)

NormEnsembleXAI: Unveiling the Strengths and Weaknesses of XAI Ensemble Techniques
por: Hryniewska-Guzik, Weronika, et al.
Publicado: (2024)

AdaNeg: Adaptive Negative Proxy Guided OOD Detection with Vision-Language Models
por: Zhang, Yabin, et al.
Publicado: (2024)

GalaxyDiT: Efficient Video Generation with Guidance Alignment and Adaptive Proxy in Diffusion Transformers
por: Song, Zhiye, et al.
Publicado: (2025)

RoboFactory: Exploring Embodied Agent Collaboration with Compositional Constraints
por: Qin, Yiran, et al.
Publicado: (2025)

Bayesian Mesh Optimization for Graph Neural Networks to Enhance Engineering Performance Prediction
por: Park, Jangseop, et al.
Publicado: (2024)

Ensemble architecture in polyp segmentation
por: Hsu, Hao-Yun, et al.
Publicado: (2024)

Dense Cross-Connected Ensemble Convolutional Neural Networks for Enhanced Model Robustness
por: Wang, Longwei, et al.
Publicado: (2024)

Explaining Bayesian Neural Networks
por: Bykov, Kirill, et al.
Publicado: (2021)

Winfree Oscillatory Neural Network
por: Dai, Jiawen, et al.
Publicado: (2026)

On Diversity in Discriminative Neural Networks
por: Oubaha, Brahim, et al.
Publicado: (2024)

Hyperbolic Busemann Neural Networks
por: Chen, Ziheng, et al.
Publicado: (2026)

Box6D : Zero-shot Category-level 6D Pose Estimation of Warehouse Boxes
por: Ma, Yintao, et al.
Publicado: (2025)

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

Correlation of Object Detection Performance with Visual Saliency and Depth Estimation
por: Bartolo, Matthias, et al.
Publicado: (2024)

General Cyclical Training of Neural Networks
por: Smith, Leslie N.
Publicado: (2022)

Multi-Modal Oral Cancer Detection Using Weighted Ensemble Convolutional Neural Networks
por: George, Ajo Babu, et al.
Publicado: (2025)

Empirical Ablation and Ensemble Optimization of a Convolutional Neural Network for CIFAR-10 Classification
por: Dizabadi, Naser Khatti
Publicado: (2026)

Scalable Ensemble Diversification for OOD Generalization and Detection
por: Rubinstein, Alexander, et al.
Publicado: (2024)

Weighted Ensemble Models Are Strong Continual Learners
por: Marouf, Imad Eddine, et al.
Publicado: (2023)

Fast Graph Neural Network for Image Classification
por: Gharasuie, Mustafa Mohammadi, et al.
Publicado: (2025)

OMENN: One Matrix to Explain Neural Networks
por: Wróbel, Adam, et al.
Publicado: (2024)

Neural Redshift: Random Networks are not Random Functions
por: Teney, Damien, et al.
Publicado: (2024)

Training-Free Restoration of Pruned Neural Networks
por: Lee, Keonho, et al.
Publicado: (2025)

DISCO: Mitigating Bias in Deep Learning with Conditional Distance Correlation
por: Kavak, Emre, et al.
Publicado: (2025)