Salient Information Preserving Adversarial Training Improves Clean and Robust Accuracy
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Redgrave, Timothy, Czajka, Adam |
|---|---|
| Format: | Preprint |
| Publié: |
2025
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Robust Alignment: Harmonizing Clean Accuracy and Adversarial Robustness in Adversarial Training
par: Wang, Yanyun, et autres
Publié: (2026)
par: Wang, Yanyun, et autres
Publié: (2026)
Saliency-Guided Training for Fingerprint Presentation Attack Detection
par: Webster, Samuel, et autres
Publié: (2025)
par: Webster, Samuel, et autres
Publié: (2025)
Divisive Decisions: Improving Salience-Based Training for Generalization in Binary Classification Tasks
par: Piland, Jacob, et autres
Publié: (2025)
par: Piland, Jacob, et autres
Publié: (2025)
Almost Right: Making First-Layer Kernels Nearly Orthogonal Improves Model Generalization
par: Crum, Colton R., et autres
Publié: (2025)
par: Crum, Colton R., et autres
Publié: (2025)
Grains of Saliency: Optimizing Saliency-based Training of Biometric Attack Detection Models
par: Crum, Colton R., et autres
Publié: (2024)
par: Crum, Colton R., et autres
Publié: (2024)
Training Better Deep Learning Models Using Human Saliency
par: Boyd, Aidan, et autres
Publié: (2024)
par: Boyd, Aidan, et autres
Publié: (2024)
Forensic Iris Image-Based Post-Mortem Interval Estimation
par: Bhuiyan, Rasel Ahmed, et autres
Publié: (2024)
par: Bhuiyan, Rasel Ahmed, et autres
Publié: (2024)
MENTOR: Human Perception-Guided Pretraining for Increased Generalization
par: Crum, Colton R., et autres
Publié: (2023)
par: Crum, Colton R., et autres
Publié: (2023)
When Humans Judge Irises: Pupil Size Normalization as an Aid and Synthetic Irises as a Challenge
par: Mitcheff, Mahsa, et autres
Publié: (2026)
par: Mitcheff, Mahsa, et autres
Publié: (2026)
VISER: Visually-Informed System for Enhanced Robustness in Open-Set Iris Presentation Attack Detection
par: Dowling, Byron, et autres
Publié: (2026)
par: Dowling, Byron, et autres
Publié: (2026)
EyePreserve: Identity-Preserving Iris Synthesis
par: Khan, Siamul Karim, et autres
Publié: (2023)
par: Khan, Siamul Karim, et autres
Publié: (2023)
SAGE: Saliency-Guided Contrastive Embeddings
par: Crum, Colton R., et autres
Publié: (2025)
par: Crum, Colton R., et autres
Publié: (2025)
Improving Accuracy-robustness Trade-off via Pixel Reweighted Adversarial Training
par: Zhang, Jiacheng, et autres
Publié: (2024)
par: Zhang, Jiacheng, et autres
Publié: (2024)
Desensitizing for Improving Corruption Robustness in Point Cloud Classification through Adversarial Training
par: Tian, Zhiqiang, et autres
Publié: (2025)
par: Tian, Zhiqiang, et autres
Publié: (2025)
Improving White-box Robustness of Pre-processing Defenses via Joint Adversarial Training
par: Zhou, Dawei, et autres
Publié: (2021)
par: Zhou, Dawei, et autres
Publié: (2021)
Lightweight RGB-D Salient Object Detection from a Speed-Accuracy Tradeoff Perspective
par: Duan, Songsong, et autres
Publié: (2025)
par: Duan, Songsong, et autres
Publié: (2025)
Benchmarking Adversarial Robustness and Adversarial Training Strategies for Object Detection
par: Winter, Alexis, et autres
Publié: (2026)
par: Winter, Alexis, et autres
Publié: (2026)
MEAT: Median-Ensemble Adversarial Training for Improving Robustness and Generalization
par: Hu, Zhaozhe, et autres
Publié: (2024)
par: Hu, Zhaozhe, et autres
Publié: (2024)
Enhancing Robustness in Incremental Learning with Adversarial Training
par: Cho, Seungju, et autres
Publié: (2023)
par: Cho, Seungju, et autres
Publié: (2023)
Failure Cases Are Better Learned But Boundary Says Sorry: Facilitating Smooth Perception Change for Accuracy-Robustness Trade-Off in Adversarial Training
par: Wang, Yanyun, et autres
Publié: (2025)
par: Wang, Yanyun, et autres
Publié: (2025)
Gradient-Guided Exploration of Generative Model's Latent Space for Controlled Iris Image Augmentations
par: Mitcheff, Mahsa, et autres
Publié: (2025)
par: Mitcheff, Mahsa, et autres
Publié: (2025)
Privacy-Safe Iris Presentation Attack Detection
par: Mitcheff, Mahsa, et autres
Publié: (2024)
par: Mitcheff, Mahsa, et autres
Publié: (2024)
Salient Objects in Clutter
par: Fan, Deng-Ping, et autres
Publié: (2021)
par: Fan, Deng-Ping, et autres
Publié: (2021)
WXSOD: A Benchmark for Robust Salient Object Detection in Adverse Weather Conditions
par: Chen, Quan, et autres
Publié: (2025)
par: Chen, Quan, et autres
Publié: (2025)
Robust Salient Object Detection on Compressed Images Using Convolutional Neural Networks
par: Liao, Guibiao, et autres
Publié: (2024)
par: Liao, Guibiao, et autres
Publié: (2024)
Improving Adversarial Robustness for 3D Point Cloud Recognition at Test-Time through Purified Self-Training
par: Lin, Jinpeng, et autres
Publié: (2024)
par: Lin, Jinpeng, et autres
Publié: (2024)
Topology-preserving Adversarial Training for Alleviating Natural Accuracy Degradation
par: Mi, Xiaoyue, et autres
Publié: (2023)
par: Mi, Xiaoyue, et autres
Publié: (2023)
Iris Recognition for Infants
par: Bhuiyan, Rasel Ahmed, et autres
Publié: (2025)
par: Bhuiyan, Rasel Ahmed, et autres
Publié: (2025)
Erosion Attack for Adversarial Training to Enhance Semantic Segmentation Robustness
par: Song, Yufei, et autres
Publié: (2026)
par: Song, Yufei, et autres
Publié: (2026)
Pluralistic Salient Object Detection
par: Feng, Xuelu, et autres
Publié: (2024)
par: Feng, Xuelu, et autres
Publié: (2024)
Lowering the Barrier to IREX Participation: Open-Source Algorithms, Toolkit, and Benchmarking for Iris Recognition
par: Khan, Siamul Karim, et autres
Publié: (2026)
par: Khan, Siamul Karim, et autres
Publié: (2026)
Generalist Multimodal LLMs Gain Biometric Expertise via Human Salience
par: Piland, Jacob, et autres
Publié: (2026)
par: Piland, Jacob, et autres
Publié: (2026)
AutoSIGHT: Automatic Eye Tracking-based System for Immediate Grading of Human experTise
par: Dowling, Byron, et autres
Publié: (2025)
par: Dowling, Byron, et autres
Publié: (2025)
Improving Adversarial Robustness via Phase and Amplitude-aware Prompting
par: Xu, Yibo, et autres
Publié: (2025)
par: Xu, Yibo, et autres
Publié: (2025)
Improving Adversarial Robustness via Decoupled Visual Representation Masking
par: Liu, Decheng, et autres
Publié: (2024)
par: Liu, Decheng, et autres
Publié: (2024)
IPMix: Label-Preserving Data Augmentation Method for Training Robust Classifiers
par: Huang, Zhenglin, et autres
Publié: (2023)
par: Huang, Zhenglin, et autres
Publié: (2023)
CoLA: Conditional Dropout and Language-driven Robust Dual-modal Salient Object Detection
par: Hao, Shuang, et autres
Publié: (2024)
par: Hao, Shuang, et autres
Publié: (2024)
Hierarchical Self-Supervised Adversarial Training for Robust Vision Models in Histopathology
par: Malik, Hashmat Shadab, et autres
Publié: (2025)
par: Malik, Hashmat Shadab, et autres
Publié: (2025)
Classifier Guidance Enhances Diffusion-based Adversarial Purification by Preserving Predictive Information
par: Zhang, Mingkun, et autres
Publié: (2024)
par: Zhang, Mingkun, et autres
Publié: (2024)
Hybrid Pooling and Convolutional Network for Improving Accuracy and Training Convergence Speed in Object Detection
par: Zhao, Shiwen, et autres
Publié: (2024)
par: Zhao, Shiwen, et autres
Publié: (2024)
Documents similaires
-
Robust Alignment: Harmonizing Clean Accuracy and Adversarial Robustness in Adversarial Training
par: Wang, Yanyun, et autres
Publié: (2026) -
Saliency-Guided Training for Fingerprint Presentation Attack Detection
par: Webster, Samuel, et autres
Publié: (2025) -
Divisive Decisions: Improving Salience-Based Training for Generalization in Binary Classification Tasks
par: Piland, Jacob, et autres
Publié: (2025) -
Almost Right: Making First-Layer Kernels Nearly Orthogonal Improves Model Generalization
par: Crum, Colton R., et autres
Publié: (2025) -
Grains of Saliency: Optimizing Saliency-based Training of Biometric Attack Detection Models
par: Crum, Colton R., et autres
Publié: (2024)