MultiDelete for Multimodal Machine Unlearning

18 November 2023

Papers citing "MultiDelete for Multimodal Machine Unlearning"

11 / 11 papers shown

Title
Understanding Machine Unlearning Through the Lens of Mode Connectivity Jiali Cheng Hadi Amiri MU 30 0 0 08 Apr 2025
FROG: Fair Removal on Graphs Z. Chen Jiali Cheng Gabriele Tolomei Sijia Liu Hadi Amiri Yu Wang Kaushiki Nag Lu Lin MU 41 1 0 23 Mar 2025
Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset Yingzi Ma Jiongxiao Wang Fei-Yue Wang Siyuan Ma Jiazhao Li ... B. Li Yejin Choi M. Chen Chaowei Xiao Chaowei Xiao MU 40 6 0 05 Nov 2024
MU-Bench: A Multitask Multimodal Benchmark for Machine Unlearning Jiali Cheng Hadi Amiri BDL 33 3 0 21 Jun 2024
Is Retain Set All You Need in Machine Unlearning? Restoring Performance of Unlearned Models with Out-Of-Distribution Images Jacopo Bonato Marco Cotogni Luigi Sabetta MU CLL 34 4 0 19 Apr 2024
DUCK: Distance-based Unlearning via Centroid Kinematics Marco Cotogni Jacopo Bonato Luigi Sabetta Francesco Pelosin Alessandro Nicolosi MU 28 7 0 04 Dec 2023
Boundary Unlearning Min Chen Weizhuo Gao Gaoyang Liu Kai Peng Chen Wang MU 81 69 0 21 Mar 2023
Knowledge Unlearning for Mitigating Privacy Risks in Language Models Joel Jang Dongkeun Yoon Sohee Yang Sungmin Cha Moontae Lee Lajanugen Logeswaran Minjoon Seo KELM PILM MU 139 110 0 04 Oct 2022
Algorithms that Approximate Data Removal: New Results and Limitations Vinith M. Suriyakumar Ashia C. Wilson MU 37 23 0 25 Sep 2022
Generic and Trend-aware Curriculum Learning for Relation Extraction in Graph Neural Networks Nidhi Vakil Hadi Amiri 57 9 0 17 May 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 380 4,010 0 28 Jan 2022