Cover Image

STR-Cert: Robustness Certification for Deep Text Recognition on Deep Learning Pipelines and Vision Transformers

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Shao, Daqian, Fesser, Lukas, Kwiatkowska, Marta
Format:	Preprint
Published:	2023
Subjects:	Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding
by: Ghiani, Davide, et al.
Published: (2025)

Harmonizing the Deep: A Unified Information Pipeline for Robust Marine Biodiversity Assessment Across Heterogeneous Domains
by: Piccolo, Marco, et al.
Published: (2026)

Research on Image Recognition Technology Based on Multimodal Deep Learning
by: Wang, Jinyin, et al.
Published: (2024)

Deep Learning for Melt Pool Depth Contour Prediction From Surface Thermal Images via Vision Transformers
by: Ogoke, Francis, et al.
Published: (2024)

Are Deep Learning Models Robust to Partial Object Occlusion in Visual Recognition Tasks?
by: Kassaw, Kaleb, et al.
Published: (2024)

A Fully Automated Pipeline Using Swin Transformers for Deep Learning-Based Blood Segmentation on Head CT Scans After Aneurysmal Subarachnoid Hemorrhage
by: Garcia, Sergio Garcia, et al.
Published: (2023)

S-E Pipeline: A Vision Transformer (ViT) based Resilient Classification Pipeline for Medical Imaging Against Adversarial Attacks
by: S, Neha A, et al.
Published: (2024)

Deep Learning-based Text-in-Image Watermarking
by: Karki, Bishwa, et al.
Published: (2024)

Localized Randomized Smoothing for Collective Robustness Certification
by: Schuchardt, Jan, et al.
Published: (2022)

LeafLife: An Explainable Deep Learning Framework with Robustness for Grape Leaf Disease Recognition
by: Alam, B. M. Shahria, et al.
Published: (2026)

Adversarial Robustness for Deep Learning-based Wildfire Prediction Models
by: Ide, Ryo, et al.
Published: (2024)

ICE-Pruning: An Iterative Cost-Efficient Pruning Pipeline for Deep Neural Networks
by: Hu, Wenhao, et al.
Published: (2025)

DeepSeqCoco: A Robust Mobile Friendly Deep Learning Model for Detection of Diseases in Cocos nucifera
by: Daga, Miit, et al.
Published: (2025)

WriteViT: Handwritten Text Generation with Vision Transformer
by: Nam, Dang Hoai, et al.
Published: (2025)

Leveraging Registers in Vision Transformers for Robust Adaptation
by: Yellapragada, Srikar, et al.
Published: (2025)

Deep Positive-Negative Prototypes for Adversarially Robust Discriminative Prototypical Learning
by: Sabzevar, Ramin Zarei, et al.
Published: (2025)

CDFL: Efficient Federated Human Activity Recognition using Contrastive Learning and Deep Clustering
by: Khazaei, Ensieh, et al.
Published: (2024)

Revisiting Transformation Invariant Geometric Deep Learning: An Initial Representation Perspective
by: Zhang, Ziwei, et al.
Published: (2021)

An Explainable Fast Deep Neural Network for Emotion Recognition
by: Di Luzio, Francesco, et al.
Published: (2024)

Learning from Imperfect Text Guidance: Robust Long-Tail Visual Recognition with High-Noise Label
by: Li, Mengke, et al.
Published: (2026)

DPL: Decoupled Prototype Learning for Enhancing Robustness of Vision-Language Transformers to Missing Modalities
by: Lu, Jueqing, et al.
Published: (2025)

Approximate Nullspace Augmented Finetuning for Robust Vision Transformers
by: Liu, Haoyang, et al.
Published: (2024)

Advanced Multimodal Deep Learning Architecture for Image-Text Matching
by: Wang, Jinyin, et al.
Published: (2024)

Beyond Accuracy: Evaluating Efficiency, Robustness and Explainability in Deep Learning for Malaria Diagnosis
by: Kanamugire, Olivier, et al.
Published: (2026)

Dynamic Label Adversarial Training for Deep Learning Robustness Against Adversarial Attacks
by: Liu, Zhenyu, et al.
Published: (2024)

Towards Robust Ferrous Scrap Material Classification with Deep Learning and Conformal Prediction
by: Santos, Paulo Henrique dos, et al.
Published: (2024)

Random Window Augmentations for Deep Learning Robustness in CT and Liver Tumor Segmentation
by: Østmo, Eirik A., et al.
Published: (2025)

Hierarchical Abstraction Enables Human-Like 3D Object Recognition in Deep Learning Models
by: Fu, Shuhao, et al.
Published: (2025)

DECOR: Deep Embedding Clustering with Orientation Robustness
by: Jothiraj, Fiona Victoria Stanley, et al.
Published: (2025)

TeaLeafVision: An Explainable and Robust Deep Learning Framework for Tea Leaf Disease Classification
by: Ahamed, Rafi, et al.
Published: (2026)

HATFormer: Historic Handwritten Arabic Text Recognition with Transformers
by: Chan, Adrian, et al.
Published: (2024)

Interpreting Neurons in Deep Vision Networks with Language Models
by: Bai, Nicholas, et al.
Published: (2024)

Privacy-Preserving in Connected and Autonomous Vehicles Through Vision to Text Transformation
by: Rezaei, Abdolazim, et al.
Published: (2025)

Lipschitz Constant Meets Condition Number: Learning Robust and Compact Deep Neural Networks
by: Feng, Yangqi, et al.
Published: (2025)

Mechanistic Understandings of Representation Vulnerabilities and Engineering Robust Vision Transformers
by: Islam, Chashi Mahiul, et al.
Published: (2025)

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach
by: Saremi, Sadra, et al.
Published: (2025)

Spatial Action Unit Cues for Interpretable Deep Facial Expression Recognition
by: Belharbi, Soufiane, et al.
Published: (2024)

Reimplementation of Learning to Reweight Examples for Robust Deep Learning
by: Patil, Parth, et al.
Published: (2024)

A Deep Learning Pipeline for Epilepsy Genomic Analysis Using GPT-2 XL and NVIDIA H100
by: Latif, Muhammad Omer, et al.
Published: (2025)

Feature-Space Smoothing: Certified Robustness of Deep Representations
by: Xia, Song, et al.
Published: (2026)