Copertina

DD-CAM: Minimal Sufficient Explanations for Vision Models Using Delta Debugging

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Khadka, Krishna, Lei, Yu, Kacker, Raghu N., Kuhn, D. Richard
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Computer Vision and Pattern Recognition Software Engineering
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

FedDebug: Systematic Debugging for Federated Learning Applications
di: Gill, Waris, et al.
Pubblicazione: (2023)

GUing: A Mobile GUI Search Engine using a Vision-Language Model
di: Wei, Jialiang, et al.
Pubblicazione: (2024)

Can Vision-Language Models Handle Long-Context Code? An Empirical Study on Visual Compression
di: Zhong, Jianping, et al.
Pubblicazione: (2026)

Investigating Traffic Accident Detection Using Multimodal Large Language Models
di: Skender, Ilhan, et al.
Pubblicazione: (2025)

Extending Delta Debugging Minimization for Spectrum-Based Fault Localization
di: Kapugama, Charaka Geethal
Pubblicazione: (2026)

A Plausibility Study of Using Augmented Reality in the Ventriculoperitoneal Shunt Operations
di: Dorji, Tandin, et al.
Pubblicazione: (2024)

A Highly Efficient Diversity-based Input Selection for DNN Improvement Using VLMs
di: Abbasishahkoo, Amin, et al.
Pubblicazione: (2026)

Cross-Breed Pig Identification Using Auricular Vein Pattern Recognition: A Machine Learning Approach for Small-Scale Farming Applications
di: Nsengiyumvaa, Emmanuel, et al.
Pubblicazione: (2025)

Evaluating and Enhancing Segmentation Model Robustness with Metamorphic Testing
di: Mzoughi, Seif, et al.
Pubblicazione: (2025)

Foundation Models in Remote Sensing: Evolving from Unimodality to Multimodality
di: Hong, Danfeng, et al.
Pubblicazione: (2026)

Computer Vision Intelligence Test Modeling and Generation: A Case Study on Smart OCR
di: Shu, Jing, et al.
Pubblicazione: (2024)

CUARewardBench: A Benchmark for Evaluating Reward Models on Computer-using Agent
di: Lin, Haojia, et al.
Pubblicazione: (2025)

Do Existing Testing Tools Really Uncover Gender Bias in Text-to-Image Models?
di: Lyu, Yunbo, et al.
Pubblicazione: (2025)

DeltaNN: Assessing the Impact of Computational Environment Parameters on the Performance of Image Recognition Models
di: Louloudakis, Nikolaos, et al.
Pubblicazione: (2023)

DOne: Decoupling Structure and Rendering for High-Fidelity Design-to-Code Generation
di: Huang, Xinhao, et al.
Pubblicazione: (2026)

ClawMark: A Living-World Benchmark for Multi-Turn, Multi-Day, Multimodal Coworker Agents
di: Meng, Fanqing, et al.
Pubblicazione: (2026)

SWAN -- Enabling Fast and Mobile Histopathology Image Annotation through Swipeable Interfaces
di: Banerjee, Sweta, et al.
Pubblicazione: (2025)

Technical Report for Argoverse2 Scenario Mining Challenges on Iterative Error Correction and Spatially-Aware Prompting
di: Chen, Yifei, et al.
Pubblicazione: (2025)

How Far Can VLMs Go for Visual Bug Detection? Studying 19,738 Keyframes from 41 Hours of Gameplay Videos
di: Lu, Wentao, et al.
Pubblicazione: (2026)

Natural Adversaries: Fuzzing Autonomous Vehicles with Realistic Roadside Object Placements
di: Sun, Yang, et al.
Pubblicazione: (2024)

Earth Embeddings as Products: Taxonomy, Ecosystem, and Standardized Access
di: Fang, Heng, et al.
Pubblicazione: (2026)

Interpretable Gallbladder Ultrasound Diagnosis: A Lightweight Web-Mobile Software Platform with Real-Time XAI
di: Bhoyan, Fuyad Hasan, et al.
Pubblicazione: (2025)

What to Test Next: Interpretable Coverage Gap Discovery in Driving VLMs
di: Aich, Abhishek, et al.
Pubblicazione: (2026)

ROMAN: Reward-Orchestrated Multi-Head Attention Network for Autonomous Driving System Testing
di: Chi, Jianlei, et al.
Pubblicazione: (2026)

Effort-Optimized, Accuracy-Driven Labelling and Validation of Test Inputs for DL Systems: A Mixed-Integer Linear Programming Approach
di: Amini, Mohammad Hossein, et al.
Pubblicazione: (2025)

Ear-Keeper: A Cross-Platform AI System for Rapid and Accurate Ear Disease Diagnosis
di: Lu, Feiyan, et al.
Pubblicazione: (2023)

Benchmarking Image Perturbations for Testing Automated Driving Assistance Systems
di: Lambertenghi, Stefano Carlo, et al.
Pubblicazione: (2025)

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems
di: Lu, You, et al.
Pubblicazione: (2025)

VEglue: Testing Visual Entailment Systems via Object-Aligned Joint Erasing
di: Chang, Zhiyuan, et al.
Pubblicazione: (2024)

ARI3D: A Software for Interactive Quantification of Regions in X-Ray CT 3D Images
di: Albrecht, Jan Phillipp, et al.
Pubblicazione: (2025)

VideoGameBunny: Towards vision assistants for video games
di: Taesiri, Mohammad Reza, et al.
Pubblicazione: (2024)

Open-source automatic pipeline for efficient conversion of large-scale point clouds to IFC format
di: Zbirovský, Slávek, et al.
Pubblicazione: (2025)

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks
di: Khalid, Waleed, et al.
Pubblicazione: (2025)

MVOS_HSI: A Python Library for Preprocessing Agricultural Crop Hyperspectral Data
di: Aggarwal, Rishik, et al.
Pubblicazione: (2026)

ITKIT: Feasible CT Image Analysis based on SimpleITK and MMEngine
di: Zhang, Yiqin, et al.
Pubblicazione: (2026)

Automating Crash Diagram Generation Using Vision-Language Models: A Case Study on Multi-Lane Roundabouts
di: Lu, Xiao, et al.
Pubblicazione: (2026)

The Debugging Decay Index: Rethinking Debugging Strategies for Code LLMs
di: Adnan, Muntasir, et al.
Pubblicazione: (2025)

BenchCAD: A Comprehensive, Industry-Standard Benchmark for Programmatic CAD
di: Zhang, Haozhe, et al.
Pubblicazione: (2026)

WDD: Weighted Delta Debugging
di: Zhou, Xintong, et al.
Pubblicazione: (2024)

TraceFL: Interpretability-Driven Debugging in Federated Learning via Neuron Provenance
di: Gill, Waris, et al.
Pubblicazione: (2023)