Targeted Unlearning Using Perturbed Sign Gradient Methods With Applications On Medical Images
Fuente:
arXiv
Guardado en:
| Autores principales: | Nahass, George R., Wang, Zhu, Rashidisabet, Homa, Kim, Won Hwa, Hubschman, Sasha, Peterson, Jeffrey C., Purnell, Chad A., Setabutr, Pete, Tran, Ann Q., Yi, Darvin, Ravi, Sathya N. |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
State-of-the-Art Periorbital Distance Prediction and Disease Classification Using Periorbital Features
por: Nahass, George R., et al.
Publicado: (2024)
por: Nahass, George R., et al.
Publicado: (2024)
Open-Source Periorbital Segmentation Dataset for Ophthalmic Applications
por: Nahass, George R., et al.
Publicado: (2024)
por: Nahass, George R., et al.
Publicado: (2024)
Trends, Challenges, and Future Directions in Deep Learning for Glaucoma: A Systematic Review
por: Faraji, Mahtab, et al.
Publicado: (2024)
por: Faraji, Mahtab, et al.
Publicado: (2024)
Glorbit: A Modular, Web-Based Platform for AI Based Periorbital Measurement in Low-Resource Settings
por: Nahass, George R., et al.
Publicado: (2025)
por: Nahass, George R., et al.
Publicado: (2025)
Targeted Unlearning with Single Layer Unlearning Gradient
por: Cai, Zikui, et al.
Publicado: (2024)
por: Cai, Zikui, et al.
Publicado: (2024)
Navigating the SLA/T conceptual landscape and investing in transdisciplinary practices
por: Ron Darvin
Publicado: (2025)
por: Ron Darvin
Publicado: (2025)
Metabolic and appetitive regulation of adipocyte mass during treatment of obesity
por: Jonathan Q. Purnell, et al.
Publicado: (2025)
por: Jonathan Q. Purnell, et al.
Publicado: (2025)
Transdisciplinary research: How much is academia heeding the call to work more closely with societal stakeholders such as industry, government, and nonprofits?
por: Purnell, Philip James
Publicado: (2024)
por: Purnell, Philip James
Publicado: (2024)
Geodiversity of Research: A Comparison of Geographical Topic Focus and Author Location using SDG 2: Zero Hunger as a Case Study
por: Purnell, Philip James
Publicado: (2023)
por: Purnell, Philip James
Publicado: (2023)
Interfacing a Local System with OCLC: The Documentation Process.
por: Purnell, Kathleen M.
Publicado: (1979)
por: Purnell, Kathleen M.
Publicado: (1979)
Signed Graph Unlearning
por: Luo, Zhifei, et al.
Publicado: (2025)
por: Luo, Zhifei, et al.
Publicado: (2025)
Certified Signed Graph Unlearning
por: Zhao, Junpeng, et al.
Publicado: (2025)
por: Zhao, Junpeng, et al.
Publicado: (2025)
RAZOR: Ratio-Aware Layer Editing for Targeted Unlearning in Vision Transformers and Diffusion Models
por: Ranjan, Ravi, et al.
Publicado: (2026)
por: Ranjan, Ravi, et al.
Publicado: (2026)
PR-MaGIC: Prompt Refinement Via Mask Decoder Gradient Flow For In-Context Segmentation
por: Lee, Minjae, et al.
Publicado: (2026)
por: Lee, Minjae, et al.
Publicado: (2026)
Gradient Perturbation: Learning to Perturb Gradients for Adaptive Training
por: Li, Hua
Publicado: (2026)
por: Li, Hua
Publicado: (2026)
Rethinking LLM Unlearning Objectives: A Gradient Perspective and Go Beyond
por: Wang, Qizhou, et al.
Publicado: (2025)
por: Wang, Qizhou, et al.
Publicado: (2025)
Machine Unlearning with Minimal Gradient Dependence for High Unlearning Ratios
por: Huang, Tao, et al.
Publicado: (2024)
por: Huang, Tao, et al.
Publicado: (2024)
Evaluating Retrieval Augmented Generative Models for Document Queries in Transportation Safety
por: Melton, Chad, et al.
Publicado: (2025)
por: Melton, Chad, et al.
Publicado: (2025)
Fairness and Robustness in Machine Unlearning
por: Tran, Khoa, et al.
Publicado: (2025)
por: Tran, Khoa, et al.
Publicado: (2025)
TIP: Resisting Gradient Inversion via Targeted Interpretable Perturbation in Federated Learning
por: Wang, Jianhua, et al.
Publicado: (2026)
por: Wang, Jianhua, et al.
Publicado: (2026)
Causal Drawbridges: Characterizing Gradient Blocking of Syntactic Islands in Transformer LMs
por: Boguraev, Sasha, et al.
Publicado: (2026)
por: Boguraev, Sasha, et al.
Publicado: (2026)
Learning to Unlearn while Retaining: Combating Gradient Conflicts in Machine Unlearning
por: Patel, Gaurav, et al.
Publicado: (2025)
por: Patel, Gaurav, et al.
Publicado: (2025)
Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting
por: To, Bang Trinh Tran, et al.
Publicado: (2025)
por: To, Bang Trinh Tran, et al.
Publicado: (2025)
Improving LLM Unlearning Robustness via Random Perturbations
por: Huu-Tien, Dang, et al.
Publicado: (2025)
por: Huu-Tien, Dang, et al.
Publicado: (2025)
Machine Unlearning for Medical Imaging
por: Nasirigerdeh, Reza, et al.
Publicado: (2024)
por: Nasirigerdeh, Reza, et al.
Publicado: (2024)
NegMerge: Sign-Consensual Weight Merging for Machine Unlearning
por: Kim, Hyo Seo, et al.
Publicado: (2024)
por: Kim, Hyo Seo, et al.
Publicado: (2024)
Sample Complexity of the Sign-Perturbed Sums Method
por: Szentpéteri, Szabolcs, et al.
Publicado: (2024)
por: Szentpéteri, Szabolcs, et al.
Publicado: (2024)
The Role of Computer Networks in Aerospace Engineering.
por: Bishop, Ann Peterson
Publicado: (1994)
por: Bishop, Ann Peterson
Publicado: (1994)
Scholarly Journals on the Net: A Reader's Assessment.
por: Bishop, Ann Peterson
Publicado: (1995)
por: Bishop, Ann Peterson
Publicado: (1995)
Document Structure and Digital Libraries: How Researchers Mobilize Information in Journal Articles.
por: Bishop, Ann Peterson
Publicado: (1999)
por: Bishop, Ann Peterson
Publicado: (1999)
E-CONDOR: Efficient Contour-Based Detection Of Random Spatial Signals From UAV Observations Using Dual Stochastic Gradient
por: Zahra, Maryam, et al.
Publicado: (2024)
por: Zahra, Maryam, et al.
Publicado: (2024)
Neuroanatomical Comparison of the Brain in Young and Adult Lesser Mouse‐Tailed Bat, Rhinopoma hardwickii (Gray, 1831)
por: Eman E. El‐Nahass, et al.
Publicado: (2025)
por: Eman E. El‐Nahass, et al.
Publicado: (2025)
Langevin Unlearning: A New Perspective of Noisy Gradient Descent for Machine Unlearning
por: Chien, Eli, et al.
Publicado: (2024)
por: Chien, Eli, et al.
Publicado: (2024)
VLA-Forget: Vision-Language-Action Unlearning for Embodied Foundation Models
por: Ranjan, Ravi, et al.
Publicado: (2026)
por: Ranjan, Ravi, et al.
Publicado: (2026)
A Survey on Patent Analysis: From NLP to Multimodal AI
por: Shomee, Homaira Huda, et al.
Publicado: (2024)
por: Shomee, Homaira Huda, et al.
Publicado: (2024)
DesignCLIP: Multimodal Learning with CLIP for Design Patent Understanding
por: Wang, Zhu, et al.
Publicado: (2025)
por: Wang, Zhu, et al.
Publicado: (2025)
Computation and Communication Efficient Federated Unlearning via On-server Gradient Conflict Mitigation and Expression
por: Nguyen, Minh-Duong, et al.
Publicado: (2026)
por: Nguyen, Minh-Duong, et al.
Publicado: (2026)
Trustworthy Actionable Perturbations
por: Friedbaum, Jesse, et al.
Publicado: (2024)
por: Friedbaum, Jesse, et al.
Publicado: (2024)
Constrained Dynamics Simulation: More With Less
por: Sathya, Ajay Suresha
Publicado: (2024)
por: Sathya, Ajay Suresha
Publicado: (2024)
Delay-Dependent Exponential Synchronization Criteria for Chaotic Neural Networks with Time-Varying Delays
por: S. Jeeva Sathya Theesar
Publicado: (2012)
por: S. Jeeva Sathya Theesar
Publicado: (2012)
Ejemplares similares
-
State-of-the-Art Periorbital Distance Prediction and Disease Classification Using Periorbital Features
por: Nahass, George R., et al.
Publicado: (2024) -
Open-Source Periorbital Segmentation Dataset for Ophthalmic Applications
por: Nahass, George R., et al.
Publicado: (2024) -
Trends, Challenges, and Future Directions in Deep Learning for Glaucoma: A Systematic Review
por: Faraji, Mahtab, et al.
Publicado: (2024) -
Glorbit: A Modular, Web-Based Platform for AI Based Periorbital Measurement in Low-Resource Settings
por: Nahass, George R., et al.
Publicado: (2025) -
Targeted Unlearning with Single Layer Unlearning Gradient
por: Cai, Zikui, et al.
Publicado: (2024)