Cover Image

CHiQPM: Calibrated Hierarchical Interpretable Image Classification

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Norrenbrock, Thomas, Kaiser, Timo, Biswas, Sovan, Kose, Neslihan, Manuvinakurike, Ramesh, Rosenhahn, Bodo
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Computer Vision and Pattern Recognition Human-Computer Interaction
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

QPM: Discrete Optimization for Globally Interpretable Image Classification
by: Norrenbrock, Thomas, et al.
Published: (2025)

DINO-QPM: Adapting Visual Foundation Models for Globally Interpretable Image Classification
by: Zimmermann, Robert, et al.
Published: (2026)

UncertainSAM: Fast and Efficient Uncertainty Quantification of the Segment Anything Model
by: Kaiser, Timo, et al.
Published: (2025)

Video Patch Pruning: Efficient Video Instance Segmentation via Early Token Reduction
by: Glandorf, Patrick, et al.
Published: (2026)

Q-SENN: Quantized Self-Explaining Neural Networks
by: Norrenbrock, Thomas, et al.
Published: (2023)

Cell Tracking according to Biological Needs -- Strong Mitosis-aware Multi-Hypothesis Tracker with Aleatoric Uncertainty
by: Kaiser, Timo, et al.
Published: (2024)

CHOTA: A Higher Order Accuracy Metric for Cell Tracking
by: Kaiser, Timo, et al.
Published: (2024)

Automated Image-Based Identification and Consistent Classification of Fire Patterns with Quantitative Shape Analysis and Spatial Location Identification
by: Liu, Pengkun, et al.
Published: (2024)

PCNN: Probable-Class Nearest-Neighbor Explanations Improve Fine-Grained Image Classification Accuracy for AIs and Humans
by: Giang, et al.
Published: (2023)

Self-Calibrating BCIs: Ranking and Recovery of Mental Targets Without Labels
by: Grizou, Jonathan, et al.
Published: (2025)

MAGE: A Multi-task Architecture for Gaze Estimation with an Efficient Calibration Module
by: Huang, Haoming, et al.
Published: (2025)

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks
by: Michalski, Tomasz, et al.
Published: (2025)

Deployment-Oriented Session-wise Meta-Calibration for Landmark-Based Webcam Gaze Tracking
by: Zhang, Chenkai
Published: (2026)

The Truth, the Whole Truth, and Nothing but the Truth: Automatic Visualization Evaluation from Reconstruction Quality
by: Bujack, Roxana, et al.
Published: (2026)

Intuitions of Machine Learning Researchers about Transfer Learning for Medical Image Classification
by: Lu, Yucheng, et al.
Published: (2025)

ASAP: Interpretable Analysis and Summarization of AI-generated Image Patterns at Scale
by: Huang, Jinbin, et al.
Published: (2024)

Multimodal Attention-Aware Fusion for Diagnosing Distal Myopathy: Evaluating Model Interpretability and Clinician Trust
by: Onari, Mohsen Abbaspour, et al.
Published: (2025)

RatioWaveNet: A Learnable RDWT Front-End for Robust and Interpretable EEG Motor-Imagery Classification
by: Siino, Marco, et al.
Published: (2025)

Hi-DREAM: Brain Inspired Hierarchical Diffusion for fMRI Reconstruction via ROI Encoder and visuAl Mapping
by: Zhang, Guowei, et al.
Published: (2025)

Classification Metrics for Image Explanations: Towards Building Reliable XAI-Evaluations
by: Fresz, Benjamin, et al.
Published: (2024)

Semantic Draw Engineering for Text-to-Image Creation
by: Li, Yang, et al.
Published: (2023)

QuizRank: Picking Images by Quizzing VLMs
by: Ji, Tenghao, et al.
Published: (2025)

Text-to-Image Representativity Fairness Evaluation Framework
by: Yamani, Asma, et al.
Published: (2024)

SCHEMA for Gemini 3 Pro Image: A Structured Methodology for Controlled AI Image Generation on Google's Native Multimodal Model
by: Cazzaniga, Luca
Published: (2026)

MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models
by: Guo, Grace, et al.
Published: (2024)

Blind Augmentation: Calibration-free Camera Distortion Model Estimation for Real-time Mixed-reality Consistency
by: Prakash, Siddhant, et al.
Published: (2025)

DIG In: Evaluating Disparities in Image Generations with Indicators for Geographic Diversity
by: Hall, Melissa, et al.
Published: (2023)

Steering Generative Models for Accessibility: EasyRead Image Generation
by: Dickenmann, Nicolas, et al.
Published: (2026)

TBD Pedestrian Data Collection: Towards Rich, Portable, and Large-Scale Natural Pedestrian Data
by: Wang, Allan, et al.
Published: (2023)

Bridging Text and Image for Artist Style Transfer via Contrastive Learning
by: Liu, Zhi-Song, et al.
Published: (2024)

Development of a Mobile Application for at-Home Analysis of Retinal Fundus Images
by: Reid, Mattea, et al.
Published: (2025)

MetaRanker: Human-in-the-loop Active Ranking for Metalens Image Quality
by: Park, Yujin, et al.
Published: (2026)

T2I-Copilot: A Training-Free Multi-Agent Text-to-Image System for Enhanced Prompt Interpretation and Interactive Generation
by: Chen, Chieh-Yun, et al.
Published: (2025)

Shifts in Doctors' Eye Movements Between Real and AI-Generated Medical Images
by: Wong, David C, et al.
Published: (2025)

POET: Supporting Prompting Creativity and Personalization with Automated Expansion of Text-to-Image Generation
by: Han, Evans Xu, et al.
Published: (2025)

Visual Affect Analysis: Predicting Emotions of Image Viewers with Vision-Language Models
by: Nowicki, Filip, et al.
Published: (2026)

mEBAL2 Database and Benchmark: Image-based Multispectral Eyeblink Detection
by: Daza, Roberto, et al.
Published: (2023)

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control
by: Swami, Kunal, et al.
Published: (2025)

DiffGaze: A Diffusion Model for Continuous Gaze Sequence Generation on 360° Images
by: Jiao, Chuhan, et al.
Published: (2024)

Foundation Models for Zero-Shot Segmentation of Scientific Images without AI-Ready Data
by: Mukherjee, Shubhabrata, et al.
Published: (2025)