Cover Image

Towards Robust Ferrous Scrap Material Classification with Deep Learning and Conformal Prediction

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Santos, Paulo Henrique dos, Santos, Valéria de Carvalho, Luz, Eduardo José da Silva
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Toward Clinically Trustworthy Deep Learning: Applying Conformal Prediction to Intracranial Hemorrhage Detection
by: Gamble, Cooper, et al.
Published: (2024)

Investigating the Impact of Large-Scale Pre-training on Nutritional Content Estimation from 2D Images
by: Andrade, Michele, et al.
Published: (2025)

Conformal Prediction for Zero-Shot Models
by: Silva-Rodríguez, Julio, et al.
Published: (2025)

Spatial-Aware Conformal Prediction for Trustworthy Hyperspectral Image Classification
by: Liu, Kangdao, et al.
Published: (2024)

AquaFeat+: an Underwater Vision Learning-based Enhancement Method for Object Detection, Classification, and Tracking
by: Silva, Emanuel da Costa, et al.
Published: (2026)

A new dataset for measuring the performance of blood vessel segmentation methods under distribution shifts
by: da Silva, Matheus Viana, et al.
Published: (2023)

Enhancing Cocoa Pod Disease Classification via Transfer Learning and Ensemble Methods: Toward Robust Predictive Modeling
by: Anduyan, Devina, et al.
Published: (2025)

Anomaly Object Segmentation with Vision-Language Models for Steel Scrap Recycling
by: Tanaka, Daichi, et al.
Published: (2025)

Toward Unified Fine-Grained Vehicle Classification and Automatic License Plate Recognition
by: Lima, Gabriel E., et al.
Published: (2026)

Pitfalls of Conformal Predictions for Medical Image Classification
by: Mehrtens, Hendrik, et al.
Published: (2025)

Conformal Prediction for Long-Tailed Classification
by: Ding, Tiffany, et al.
Published: (2025)

Entropy-Enhanced Conformal Features from Ricci Flow for Robust Alzheimer's Disease Classification
by: Ahmadi, F., et al.
Published: (2025)

Trustworthy Few-Shot Transfer of Medical VLMs through Split Conformal Prediction
by: Silva-Rodríguez, Julio, et al.
Published: (2025)

Quantifying Deep Learning Model Uncertainty in Conformal Prediction
by: Karimi, Hamed, et al.
Published: (2023)

Self-Supervised Learning in Deep Networks: A Pathway to Robust Few-Shot Classification
by: Xiao, Yuyang
Published: (2024)

Robust Vision-Based Runway Detection through Conformal Prediction and Conformal mAP
by: Zouzou, Alya, et al.
Published: (2025)

Adaptive Conformal Prediction for Reliable and Explainable Medical Image Classification
by: Octadion, One, et al.
Published: (2026)

The Penalized Inverse Probability Measure for Conformal Classification
by: Melki, Paul, et al.
Published: (2024)

Advancing Toward Robust and Scalable Fingerprint Orientation Estimation: From Gradients to Deep Learning
by: Trivedi, Amit Kumar, et al.
Published: (2020)

Towards Robust Deep Learning-based Rumex Obtusifolius Detection from Drone Images
by: Schrag, Fabian Dionys, et al.
Published: (2026)

Deep Learning in Mild Cognitive Impairment Diagnosis using Eye Movements and Image Content in Visual Memory Tasks
by: Rocha, Tomás Silva Santos, et al.
Published: (2025)

Efficient Spatio-Temporal Vegetation Pixel Classification with Vision Transformers
by: Gomes, Alan, et al.
Published: (2026)

LCM: Log Conformal Maps for Robust Representation Learning to Mitigate Perspective Distortion
by: Chippa, Meenakshi Subhash, et al.
Published: (2024)

Empirical Validation of Conformal Prediction for Trustworthy Skin Lesions Classification
by: Fayyad, Jamil, et al.
Published: (2023)

Provably Robust Conformal Prediction with Improved Efficiency
by: Yan, Ge, et al.
Published: (2024)

Chaotic Contrastive Learning for Robust Texture Classification
by: Florindo, Joao B
Published: (2026)

Secure Visual Data Processing via Federated Learning
by: Santos, Pedro, et al.
Published: (2025)

Towards Robust LiDAR Localization: Deep Learning-based Uncertainty Estimation
by: Dolatabadi, Minoo, et al.
Published: (2025)

Adversarial Robustness for Deep Learning-based Wildfire Prediction Models
by: Ide, Ryo, et al.
Published: (2024)

ProtoAL: Interpretable Deep Active Learning with prototypes for medical imaging
by: Santos, Iury B. de A., et al.
Published: (2024)

Towards Fair and Robust Volumetric CT Classification via KL-Regularised Group Distributionally Robust Optimisation
by: Johnny, Samuel, et al.
Published: (2026)

Attention over Scene Graphs: Indoor Scene Representations Toward CSAI Classification
by: Barros, Artur, et al.
Published: (2025)

Image Classification with Deep Reinforcement Active Learning
by: Jiu, Mingyuan, et al.
Published: (2024)

Deep Transfer Learning for Breast Cancer Classification
by: Djagba, Prudence, et al.
Published: (2024)

E-MLNet: Enhanced Mutual Learning for Universal Domain Adaptation with Sample-Specific Weighting
by: Santos, Samuel Felipe dos, et al.
Published: (2025)

Using Deep Learning for Morphological Classification in Pigs with a Focus on Sanitary Monitoring
by: Bedin, Eduardo, et al.
Published: (2024)

Reliable Multi-View Learning with Conformal Prediction for Aortic Stenosis Classification in Echocardiography
by: Gu, Ang Nan, et al.
Published: (2024)

Optimizing Parking Space Classification: Distilling Ensembles into Lightweight Classifiers
by: Alves, Paulo Luza, et al.
Published: (2024)

A Conformal Prediction Score that is Robust to Label Noise
by: Penso, Coby, et al.
Published: (2024)

Deep-Wide Learning Assistance for Insect Pest Classification
by: Nguyen, Toan, et al.
Published: (2024)