UbiQVision: Quantifying Uncertainty in XAI for Image Recognition
Fuente:
arXiv
Saved in:
| Main Authors: | Dubey, Akshat, Anžel, Aleksandar, İlgen, Bahar, Hattab, Georges |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
UbiQTree: Uncertainty Quantification in XAI with Tree Ensembles
by: Dubey, Akshat, et al.
Published: (2025)
by: Dubey, Akshat, et al.
Published: (2025)
Surrogate Interpretable Graph for Random Decision Forests
by: Dubey, Akshat, et al.
Published: (2025)
by: Dubey, Akshat, et al.
Published: (2025)
PHAX: A Structured Argumentation Framework for User-Centered Explainable AI in Public Health and Biomedical Sciences
by: İlgen, Bahar, et al.
Published: (2025)
by: İlgen, Bahar, et al.
Published: (2025)
Toward Human-Centered Readability Evaluation
by: İlgen, Bahar, et al.
Published: (2025)
by: İlgen, Bahar, et al.
Published: (2025)
AI Readiness in Healthcare through Storytelling XAI
by: Dubey, Akshat, et al.
Published: (2024)
by: Dubey, Akshat, et al.
Published: (2024)
Feature Fusion Attention Network with CycleGAN for Image Dehazing, De-Snowing and De-Raining
by: Jain, Akshat
Published: (2025)
by: Jain, Akshat
Published: (2025)
BarkXAI: A Lightweight Post-Hoc Explainable Method for Tree Species Classification with Quantifiable Concepts
by: Huang, Yunmei, et al.
Published: (2025)
by: Huang, Yunmei, et al.
Published: (2025)
A Nested Model for AI Design and Validation
by: Dubey, Akshat, et al.
Published: (2024)
by: Dubey, Akshat, et al.
Published: (2024)
Towards Understanding and Quantifying Uncertainty for Text-to-Image Generation
by: Franchi, Gianni, et al.
Published: (2024)
by: Franchi, Gianni, et al.
Published: (2024)
Quantifying Uncertainty in Motion Prediction with Variational Bayesian Mixture
by: Lu, Juanwu, et al.
Published: (2024)
by: Lu, Juanwu, et al.
Published: (2024)
Uncertainty Propagation in XAI: A Comparison of Analytical and Empirical Estimators
by: Chiaburu, Teodor, et al.
Published: (2025)
by: Chiaburu, Teodor, et al.
Published: (2025)
The State of Post-Hoc Local XAI Techniques for Image Processing: Challenges and Motivations
by: Poh, Rech Leong Tian, et al.
Published: (2025)
by: Poh, Rech Leong Tian, et al.
Published: (2025)
PepTriX: A Framework for Explainable Peptide Analysis through Protein Language Models
by: Schilling, Vincent, et al.
Published: (2025)
by: Schilling, Vincent, et al.
Published: (2025)
A comprehensive study on fidelity metrics for XAI
by: Miró-Nicolau, Miquel, et al.
Published: (2024)
by: Miró-Nicolau, Miquel, et al.
Published: (2024)
XAI-CLIP: ROI-Guided Perturbation Framework for Explainable Medical Image Segmentation in Multimodal Vision-Language Models
by: Alzubaidi, Thuraya, et al.
Published: (2026)
by: Alzubaidi, Thuraya, et al.
Published: (2026)
XAI-guided Insulator Anomaly Detection for Imbalanced Datasets
by: Hoefler, Maximilian Andreas, et al.
Published: (2024)
by: Hoefler, Maximilian Andreas, et al.
Published: (2024)
XAI-Enhanced Semantic Segmentation Models for Visual Quality Inspection
by: Clement, Tobias, et al.
Published: (2024)
by: Clement, Tobias, et al.
Published: (2024)
NormEnsembleXAI: Unveiling the Strengths and Weaknesses of XAI Ensemble Techniques
by: Hryniewska-Guzik, Weronika, et al.
Published: (2024)
by: Hryniewska-Guzik, Weronika, et al.
Published: (2024)
LLM-based Fusion of Multi-modal Features for Commercial Memorability Prediction
by: Pramov, Aleksandar
Published: (2025)
by: Pramov, Aleksandar
Published: (2025)
XAI-MeD: Explainable Knowledge Guided Neuro-Symbolic Framework for Domain Generalization and Rare Class Detection in Medical Imaging
by: Urooj, Midhat, et al.
Published: (2026)
by: Urooj, Midhat, et al.
Published: (2026)
Classification Metrics for Image Explanations: Towards Building Reliable XAI-Evaluations
by: Fresz, Benjamin, et al.
Published: (2024)
by: Fresz, Benjamin, et al.
Published: (2024)
Revolutionizing Communication with Deep Learning and XAI for Enhanced Arabic Sign Language Recognition
by: Balat, Mazen, et al.
Published: (2025)
by: Balat, Mazen, et al.
Published: (2025)
Bridging Accuracy and Interpretability: Deep Learning with XAI for Breast Cancer Detection
by: Chhetri, Bishal, et al.
Published: (2025)
by: Chhetri, Bishal, et al.
Published: (2025)
XAI for Point Cloud Data using Perturbations based on Meaningful Segmentation
by: Mulawade, Raju Ningappa, et al.
Published: (2025)
by: Mulawade, Raju Ningappa, et al.
Published: (2025)
Epistemic Uncertainty for Generated Image Detection
by: Nie, Jun, et al.
Published: (2024)
by: Nie, Jun, et al.
Published: (2024)
Quantifying Deep Learning Model Uncertainty in Conformal Prediction
by: Karimi, Hamed, et al.
Published: (2023)
by: Karimi, Hamed, et al.
Published: (2023)
Quantifying Nematodes through Images: Datasets, Models, and Baselines of Deep Learning
by: Yuan, Zhipeng, et al.
Published: (2024)
by: Yuan, Zhipeng, et al.
Published: (2024)
Automated Detection of Malignant Lesions in the Ovary Using Deep Learning Models and XAI
by: Ifty, Md. Hasin Sarwar, et al.
Published: (2026)
by: Ifty, Md. Hasin Sarwar, et al.
Published: (2026)
Towards A Robust Group-level Emotion Recognition via Uncertainty-Aware Learning
by: Zhu, Qing, et al.
Published: (2023)
by: Zhu, Qing, et al.
Published: (2023)
KappaPlace: Learning Hyperspherical Uncertainty for Visual Place Recognition via Prototype-Anchored Supervision
by: Yanko, Maya, et al.
Published: (2026)
by: Yanko, Maya, et al.
Published: (2026)
Deep Tree Tensor Networks for Image Recognition
by: Nie, Chang, et al.
Published: (2025)
by: Nie, Chang, et al.
Published: (2025)
XAI-Driven Skin Disease Classification: Leveraging GANs to Augment ResNet-50 Performance
by: Villanueva, Kim Gerard A., et al.
Published: (2025)
by: Villanueva, Kim Gerard A., et al.
Published: (2025)
Human-Centered Evaluation of XAI Methods
by: Dawoud, Karam, et al.
Published: (2023)
by: Dawoud, Karam, et al.
Published: (2023)
Quantifying Explanation Consistency: The C-Score Metric for CAM-Based Explainability in Medical Image Classification
by: Elangovan, Kabilan, et al.
Published: (2026)
by: Elangovan, Kabilan, et al.
Published: (2026)
FindingEmo: An Image Dataset for Emotion Recognition in the Wild
by: Mertens, Laurent, et al.
Published: (2024)
by: Mertens, Laurent, et al.
Published: (2024)
Flatten: Video Action Recognition is an Image Classification task
by: Chen, Junlin, et al.
Published: (2024)
by: Chen, Junlin, et al.
Published: (2024)
OuroMamba: A Data-Free Quantization Framework for Vision Mamba
by: Ramachandran, Akshat, et al.
Published: (2025)
by: Ramachandran, Akshat, et al.
Published: (2025)
Real-Time Weapon Detection Using YOLOv8 for Enhanced Safety
by: Thakur, Ayush, et al.
Published: (2024)
by: Thakur, Ayush, et al.
Published: (2024)
Elements of Active Continuous Learning and Uncertainty Self-Awareness: a Narrow Implementation for Face and Facial Expression Recognition
by: Selitskiy, Stanislav
Published: (2025)
by: Selitskiy, Stanislav
Published: (2025)
Holistic Uncertainty Estimation For Open-Set Recognition
by: Erlygin, Leonid, et al.
Published: (2024)
by: Erlygin, Leonid, et al.
Published: (2024)
Similar Items
-
UbiQTree: Uncertainty Quantification in XAI with Tree Ensembles
by: Dubey, Akshat, et al.
Published: (2025) -
Surrogate Interpretable Graph for Random Decision Forests
by: Dubey, Akshat, et al.
Published: (2025) -
PHAX: A Structured Argumentation Framework for User-Centered Explainable AI in Public Health and Biomedical Sciences
by: İlgen, Bahar, et al.
Published: (2025) -
Toward Human-Centered Readability Evaluation
by: İlgen, Bahar, et al.
Published: (2025) -
AI Readiness in Healthcare through Storytelling XAI
by: Dubey, Akshat, et al.
Published: (2024)