Label-Agnostic Forgetting: A Supervision-Free Unlearning in Deep Models
Fuente:
arXiv
Saved in:
| Main Authors: | Shen, Shaofei, Zhang, Chenhao, Zhao, Yawen, Bialkowski, Alina, Chen, Weitong Tony, Xu, Miao |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Machine Unlearning for Streaming Forgetting
by: Shen, Shaofei, et al.
Published: (2025)
by: Shen, Shaofei, et al.
Published: (2025)
CaMU: Disentangling Causal Effects in Deep Model Unlearning
by: Shen, Shaofei, et al.
Published: (2024)
by: Shen, Shaofei, et al.
Published: (2024)
GENIU: A Restricted Data Access Unlearning for Imbalanced Data
by: Zhang, Chenhao, et al.
Published: (2024)
by: Zhang, Chenhao, et al.
Published: (2024)
Toward Efficient Data-Free Unlearning
by: Zhang, Chenhao, et al.
Published: (2024)
by: Zhang, Chenhao, et al.
Published: (2024)
Unlearning Evaluation through Subset Statistical Independence
by: Zhang, Chenhao, et al.
Published: (2026)
by: Zhang, Chenhao, et al.
Published: (2026)
Forgetting to Forget: Attention Sink as A Gateway for Backdooring LLM Unlearning
by: Shang, Bingqi, et al.
Published: (2025)
by: Shang, Bingqi, et al.
Published: (2025)
CUFG: Curriculum Unlearning Guided by the Forgetting Gradient
by: Miao, Jiaxing, et al.
Published: (2025)
by: Miao, Jiaxing, et al.
Published: (2025)
Score Forgetting Distillation: A Swift, Data-Free Method for Machine Unlearning in Diffusion Models
by: Chen, Tianqi, et al.
Published: (2024)
by: Chen, Tianqi, et al.
Published: (2024)
Mitigating Privacy Risk via Forget Set-Free Unlearning
by: Newatia, Aviraj, et al.
Published: (2026)
by: Newatia, Aviraj, et al.
Published: (2026)
Towards Reliable Forgetting: A Survey on Machine Unlearning Verification
by: Xue, Lulu, et al.
Published: (2025)
by: Xue, Lulu, et al.
Published: (2025)
Forgetting Has Neighbors: Localized Collateral Forgetting in Machine Unlearning
by: Dolgova, Polina, et al.
Published: (2026)
by: Dolgova, Polina, et al.
Published: (2026)
Machine Unlearning under Retain-Forget Entanglement
by: Cheng, Jingpu, et al.
Published: (2026)
by: Cheng, Jingpu, et al.
Published: (2026)
Forget by Uncertainty: Orthogonal Entropy Unlearning for Quantized Neural Networks
by: Zhang, Tian, et al.
Published: (2026)
by: Zhang, Tian, et al.
Published: (2026)
OPC: One-Point-Contraction Unlearning Toward Deep Feature Forgetting
by: Jung, Jaeheun, et al.
Published: (2025)
by: Jung, Jaeheun, et al.
Published: (2025)
Free-Knots Kolmogorov-Arnold Network: On the Analysis of Spline Knots and Advancing Stability
by: Zheng, Liangwewi Nathan, et al.
Published: (2025)
by: Zheng, Liangwewi Nathan, et al.
Published: (2025)
Representation Unlearning: Forgetting through Information Compression
by: Almudévar, Antonio, et al.
Published: (2026)
by: Almudévar, Antonio, et al.
Published: (2026)
Forgetting Similar Samples: Can Machine Unlearning Do it Better?
by: Xu, Heng, et al.
Published: (2026)
by: Xu, Heng, et al.
Published: (2026)
Rethinking Machine Unlearning: Models Designed to Forget via Key Deletion
by: Laguna, Sonia, et al.
Published: (2026)
by: Laguna, Sonia, et al.
Published: (2026)
Forget Many, Forget Right: Scalable and Precise Concept Unlearning in Diffusion Models
by: Deng, Kaiyuan, et al.
Published: (2026)
by: Deng, Kaiyuan, et al.
Published: (2026)
Return-to-Go Is More Than a Number: Q-Guided Alignment for Return-Conditioned Supervised Learning
by: Yang, Yuxiao, et al.
Published: (2026)
by: Yang, Yuxiao, et al.
Published: (2026)
Class-wise Federated Unlearning: Harnessing Active Forgetting with Teacher-Student Memory Generation
by: Li, Yuyuan, et al.
Published: (2023)
by: Li, Yuyuan, et al.
Published: (2023)
Optimal Horizon-Free Reward-Free Exploration for Linear Mixture MDPs
by: Zhang, Junkai, et al.
Published: (2023)
by: Zhang, Junkai, et al.
Published: (2023)
Stable Forgetting: Bounded Parameter-Efficient Unlearning in Foundation Models
by: Garg, Arpit, et al.
Published: (2025)
by: Garg, Arpit, et al.
Published: (2025)
Forgetting is Competition: Rethinking Unlearning as Representation Interference in Diffusion Models
by: Ranjan, Ashutosh, et al.
Published: (2026)
by: Ranjan, Ashutosh, et al.
Published: (2026)
Forgetting to Witness: Efficient Federated Unlearning and Its Visible Evaluation
by: Wang, Houzhe, et al.
Published: (2026)
by: Wang, Houzhe, et al.
Published: (2026)
Pay Less Attention to Function Words for Free Robustness of Vision-Language Models
by: Tian, Qiwei, et al.
Published: (2025)
by: Tian, Qiwei, et al.
Published: (2025)
Overcoming Growth-Induced Forgetting in Task-Agnostic Continual Learning
by: Zhao, Yuqing, et al.
Published: (2024)
by: Zhao, Yuqing, et al.
Published: (2024)
Beyond Superficial Forgetting: Thorough Unlearning through Knowledge Density Estimation and Block Re-insertion
by: Guo, Feng, et al.
Published: (2025)
by: Guo, Feng, et al.
Published: (2025)
Forget and Explain: Transparent Verification of GNN Unlearning
by: Ahsan, Imran, et al.
Published: (2025)
by: Ahsan, Imran, et al.
Published: (2025)
Improving Time Series Classification with Representation Soft Label Smoothing
by: Ma, Hengyi, et al.
Published: (2024)
by: Ma, Hengyi, et al.
Published: (2024)
Federated Unlearning Model Recovery in Data with Skewed Label Distributions
by: Yu, Xinrui, et al.
Published: (2024)
by: Yu, Xinrui, et al.
Published: (2024)
FIT to Forget: Robust Continual Unlearning for Large Language Models
by: Xu, Xiaoyu, et al.
Published: (2026)
by: Xu, Xiaoyu, et al.
Published: (2026)
Towards Aligned Data Forgetting via Twin Machine Unlearning
by: Niu, Zhenxing, et al.
Published: (2025)
by: Niu, Zhenxing, et al.
Published: (2025)
System-Aware Unlearning Algorithms: Use Lesser, Forget Faster
by: Lu, Linda, et al.
Published: (2025)
by: Lu, Linda, et al.
Published: (2025)
Is Gradient Ascent Really Necessary? Memorize to Forget for Machine Unlearning
by: Huang, Zhuo, et al.
Published: (2026)
by: Huang, Zhuo, et al.
Published: (2026)
Leak@$k$: Unlearning Does Not Make LLMs Forget Under Probabilistic Decoding
by: Reisizadeh, Hadi, et al.
Published: (2025)
by: Reisizadeh, Hadi, et al.
Published: (2025)
Prompting Forgetting: Unlearning in GANs via Textual Guidance
by: Nagasubramaniam, Piyush, et al.
Published: (2025)
by: Nagasubramaniam, Piyush, et al.
Published: (2025)
FaLW: A Forgetting-aware Loss Reweighting for Long-tailed Unlearning
by: Yu, Liheng, et al.
Published: (2026)
by: Yu, Liheng, et al.
Published: (2026)
To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models
by: Tian, Bozhong, et al.
Published: (2024)
by: Tian, Bozhong, et al.
Published: (2024)
Deep Unlearning: Fast and Efficient Gradient-free Approach to Class Forgetting
by: Kodge, Sangamesh, et al.
Published: (2023)
by: Kodge, Sangamesh, et al.
Published: (2023)
Similar Items
-
Machine Unlearning for Streaming Forgetting
by: Shen, Shaofei, et al.
Published: (2025) -
CaMU: Disentangling Causal Effects in Deep Model Unlearning
by: Shen, Shaofei, et al.
Published: (2024) -
GENIU: A Restricted Data Access Unlearning for Imbalanced Data
by: Zhang, Chenhao, et al.
Published: (2024) -
Toward Efficient Data-Free Unlearning
by: Zhang, Chenhao, et al.
Published: (2024) -
Unlearning Evaluation through Subset Statistical Independence
by: Zhang, Chenhao, et al.
Published: (2026)