Image de couverture de livre

HiBug2: Efficient and Interpretable Error Slice Discovery for Comprehensive Model Debugging

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Chen, Muxi, Zhao, Chenchen, Xu, Qiang
Format:	Preprint
Publié:	2025
Sujets:	Computer Vision and Pattern Recognition Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

\textit{FocaLogic}: Logic-Based Interpretation of Visual Model Decisions
par: Zhao, Chenchen, et autres
Publié: (2026)

FBCIR: Balancing Cross-Modal Focuses in Composed Image Retrieval
par: Zhao, Chenchen, et autres
Publié: (2026)

Evaluating Text-to-Image Generative Models: An Empirical Study on Human Image Synthesis
par: Chen, Muxi, et autres
Publié: (2024)

HiSciBench: A Hierarchical Multi-disciplinary Benchmark for Scientific Intelligence from Reading to Discovery
par: Zhang, Yaping, et autres
Publié: (2025)

HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts
par: Wang, Hongjun, et autres
Publié: (2024)

MPBench: A Comprehensive Multimodal Reasoning Benchmark for Process Errors Identification
par: Xu, Zhaopan, et autres
Publié: (2025)

VISLIX: An XAI Framework for Validating Vision Models with Slice Discovery and Analysis
par: Yan, Xinyuan, et autres
Publié: (2025)

OmniCT: Towards a Unified Slice-Volume LVLM for Comprehensive CT Analysis
par: Lin, Tianwei, et autres
Publié: (2026)

HiCMamba: Enhancing Hi-C Resolution and Identifying 3D Genome Structures with State Space Modeling
par: Yang, Minghao, et autres
Publié: (2025)

HiRED: Attention-Guided Token Dropping for Efficient Inference of High-Resolution Vision-Language Models
par: Arif, Kazi Hasan Ibn, et autres
Publié: (2024)

WaveHiT-SR: Hierarchical Wavelet Network for Efficient Image Super-Resolution
par: Ali, Fayaz, et autres
Publié: (2025)

EiHi Net: Out-of-Distribution Generalization Paradigm
par: Wei, Qinglai, et autres
Publié: (2022)

RO-Bench: Large-scale robustness evaluation of MLLMs with text-driven counterfactual videos
par: Yang, Zixi, et autres
Publié: (2025)

3D MRI Image Pretraining via Controllable 2D Slice Navigation Task
par: Wang, Yu, et autres
Publié: (2026)

SemHiTok: A Unified Image Tokenizer via Semantic-Guided Hierarchical Codebook for Multimodal Understanding and Generation
par: Chen, Zisheng, et autres
Publié: (2025)

Slicing Through Bias: Explaining Performance Gaps in Medical Image Analysis using Slice Discovery Methods
par: Olesen, Vincent, et autres
Publié: (2024)

Enhancing Skin Disease Diagnosis: Interpretable Visual Concept Discovery with SAM
par: Hu, Xin, et autres
Publié: (2024)

Highly Efficient Test-Time Scaling for T2I Diffusion Models with Text Embedding Perturbation
par: Xu, Hang, et autres
Publié: (2025)

Integrative CAM: Adaptive Layer Fusion for Comprehensive Interpretation of CNNs
par: Singh, Aniket K., et autres
Publié: (2024)

From Simple to Professional: A Combinatorial Controllable Image Captioning Agent
par: Wang, Xinran, et autres
Publié: (2024)

HiPP-Prune: Hierarchical Preference-Conditioned Structured Pruning for Vision-Language Models
par: Bai, Lincen, et autres
Publié: (2026)

HiCAST: Highly Customized Arbitrary Style Transfer with Adapter Enhanced Diffusion Models
par: Wang, Hanzhang, et autres
Publié: (2024)

HiDe: Rethinking The Zoom-IN method in High Resolution MLLMs via Hierarchical Decoupling
par: Liu, Xianjie, et autres
Publié: (2025)

HiVLA: A Visual-Grounded-Centric Hierarchical Embodied Manipulation System
par: Yang, Tianshuo, et autres
Publié: (2026)

TinyLVLM-eHub: Towards Comprehensive and Efficient Evaluation for Large Vision-Language Models
par: Shao, Wenqi, et autres
Publié: (2023)

Language-assisted Vision Model Debugger: A Sample-Free Approach to Finding and Fixing Bugs
par: Jiang, Chaoquan, et autres
Publié: (2023)

HiTVideo: Hierarchical Tokenizers for Enhancing Text-to-Video Generation with Autoregressive Large Language Models
par: Zhou, Ziqin, et autres
Publié: (2025)

LUCID-SAE: Learning Unified Vision-Language Sparse Codes for Interpretable Concept Discovery
par: Gu, Difei, et autres
Publié: (2026)

Self-Supervised Slice-to-Volume Reconstruction with Gaussian Representations for Fetal MRI
par: Wang, Yinsong, et autres
Publié: (2026)

HiRT: Enhancing Robotic Control with Hierarchical Robot Transformers
par: Zhang, Jianke, et autres
Publié: (2024)

Hi-LSplat: Hierarchical 3D Language Gaussian Splatting
par: Zhan, Chenlu, et autres
Publié: (2025)

Intuitive Axial Augmentation Using Polar-Sine-Based Piecewise Distortion for Medical Slice-Wise Segmentation
par: Zhang, Yiqin, et autres
Publié: (2024)

Efficient and Comprehensive Feature Extraction in Large Vision-Language Model for Pathology Analysis
par: Zhang, Shengxuming, et autres
Publié: (2024)

SEDMamba: Enhancing Selective State Space Modelling with Bottleneck Mechanism and Fine-to-Coarse Temporal Fusion for Efficient Error Detection in Robot-Assisted Surgery
par: Xu, Jialang, et autres
Publié: (2024)

Exploiting Spatiotemporal Properties for Efficient Event-Driven Human Pose Estimation
par: Zhou, Haoxian, et autres
Publié: (2025)

Interpretable Interaction Modeling for Trajectory Prediction via Agent Selection and Physical Coefficient
par: Huang, Shiji, et autres
Publié: (2024)

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction
par: Cui, Jiaqi, et autres
Publié: (2025)

Innovator-VL: A Multimodal Large Language Model for Scientific Discovery
par: Wen, Zichen, et autres
Publié: (2026)

VideoRewardBench: Comprehensive Evaluation of Multimodal Reward Models for Video Understanding
par: Zhang, Zhihong, et autres
Publié: (2025)

A Hybrid Co-Finetuning Approach for Visual Bug Detection in Video Games
par: Yi, Faliu, et autres
Publié: (2025)