Imagen de Portada

Can Visual Language Models Replace OCR-Based Visual Question Answering Pipelines in Production? A Case Study in Retail

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Lamm, Bianca, Keuper, Janis
Formato:	Preprint
Publicado:	2024
Materias:	Computer Vision and Pattern Recognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

A Visual RAG Pipeline for Few-Shot Fine-Grained Product Classification
por: Lamm, Bianca, et al.
Publicado: (2025)

Retail-786k: a Large-Scale Dataset for Visual Entity Matching
por: Lamm, Bianca, et al.
Publicado: (2023)

Deepfakes: we need to re-think the concept of "real" images
por: Keuper, Janis, et al.
Publicado: (2025)

Can Biases in ImageNet Models Explain Generalization?
por: Gavrikov, Paul, et al.
Publicado: (2024)

PhysicsGen: Can Generative Models Learn from Images to Predict Complex Physical Relations?
por: Spitznagel, Martin, et al.
Publicado: (2025)

Counterfeit Answers: Adversarial Forgery against OCR-Free Document Visual Question Answering
por: Pintore, Marco, et al.
Publicado: (2025)

As large as it gets: Learning infinitely large Filters via Neural Implicit Functions in the Fourier Domain
por: Grabinski, Julia, et al.
Publicado: (2023)

Adversarial Training with OCR Modality Perturbation for Scene-Text Visual Question Answering
por: Shen, Zhixuan, et al.
Publicado: (2024)

A New Kind of Network? Review and Reference Implementation of Neural Cellular Automata
por: Spitznagel, Martin, et al.
Publicado: (2026)

Analyzing the Sensitivity of Vision Language Models in Visual Question Answering
por: Shah, Monika, et al.
Publicado: (2025)

Breaking the Visual Shortcuts in Multimodal Knowledge-Based Visual Question Answering
por: Lee, Dosung, et al.
Publicado: (2025)

Efficient Visual Question Answering Pipeline for Autonomous Driving via Scene Region Compression
por: Cai, Yuliang, et al.
Publicado: (2026)

Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering
por: Hao, Dongze, et al.
Publicado: (2024)

Unfolding Local Growth Rate Estimates for (Almost) Perfect Adversarial Detection
por: Lorenz, Peter, et al.
Publicado: (2022)

Targeted Visual Prompting for Medical Visual Question Answering
por: Tascon-Morales, Sergio, et al.
Publicado: (2024)

Visual Robustness Benchmark for Visual Question Answering (VQA)
por: Ishmam, Md Farhan, et al.
Publicado: (2024)

Visually Interpretable Subtask Reasoning for Visual Question Answering
por: Cheng, Yu, et al.
Publicado: (2025)

Assessing Foundation Models for Mold Colony Detection with Limited Training Data
por: Pichler, Henrik, et al.
Publicado: (2025)

Overcoming Language Priors for Visual Question Answering Based on Knowledge Distillation
por: Peng, Daowan, et al.
Publicado: (2025)

Selectively Answering Visual Questions
por: Eisenschlos, Julian Martin, et al.
Publicado: (2024)

Visual Question Answering Instruction: Unlocking Multimodal Large Language Model To Domain-Specific Visual Multitasks
por: Lee, Jusung, et al.
Publicado: (2024)

Large Vision-Language Models for Remote Sensing Visual Question Answering
por: Siripong, Surasakdi, et al.
Publicado: (2024)

Reconstruction as a Bridge for Event-Based Visual Question Answering
por: Lou, Hanyue, et al.
Publicado: (2025)

Questioning the Stability of Visual Question Answering
por: Rosenfeld, Amir, et al.
Publicado: (2025)

Benchmarking OCR Pipelines with Adaptive Enhancement for Multi-Domain Retail Bill Digitization
por: Gaikwad, Vijaysinh
Publicado: (2026)

Question-Aware Gaussian Experts for Audio-Visual Question Answering
por: Kim, Hongyeob, et al.
Publicado: (2025)

Multimodal Rationales for Explainable Visual Question Answering
por: Li, Kun, et al.
Publicado: (2024)

Evaluating Variance in Visual Question Answering Benchmarks
por: SR, Nikitha
Publicado: (2025)

Retrieval-Augmented Natural Language Reasoning for Explainable Visual Question Answering
por: Lim, Su Hyeon, et al.
Publicado: (2024)

PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering
por: Zhang, Xiaoman, et al.
Publicado: (2023)

Urban Sound Propagation: a Benchmark for 1-Step Generative Modeling of Complex Physical Systems
por: Spitznagel, Martin, et al.
Publicado: (2024)

Fusion of Domain-Adapted Vision and Language Models for Medical Visual Question Answering
por: Ha, Cuong Nhat, et al.
Publicado: (2024)

Learning to Search: A Decision-Based Agent for Knowledge-Based Visual Question Answering
por: Chen, Zhuohong, et al.
Publicado: (2026)

Adapting Lightweight Vision Language Models for Radiological Visual Question Answering
por: Shourya, Aditya, et al.
Publicado: (2025)

Is RobustBench/AutoAttack a suitable Benchmark for Adversarial Robustness?
por: Lorenz, Peter, et al.
Publicado: (2021)

Adversarial Examples are Misaligned in Diffusion Model Manifolds
por: Lorenz, Peter, et al.
Publicado: (2024)

Question-Instructed Visual Descriptions for Zero-Shot Video Question Answering
por: Romero, David, et al.
Publicado: (2024)

VIHD: Visual Intervention-based Hallucination Detection for Medical Visual Question Answering
por: Chen, Jiayi, et al.
Publicado: (2026)

VQ-VA World: Towards High-Quality Visual Question-Visual Answering
por: Gou, Chenhui, et al.
Publicado: (2025)

Few-Shot Image Classification and Segmentation as Visual Question Answering Using Vision-Language Models
por: Meng, Tian, et al.
Publicado: (2024)