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Jinghan Jia

Label Smoothing Improves Machine Unlearning

Jun 11, 2024
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Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models

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May 24, 2024
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SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning

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Apr 28, 2024
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UnlearnCanvas: A Stylized Image Dataset to Benchmark Machine Unlearning for Diffusion Models

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Feb 26, 2024
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Rethinking Machine Unlearning for Large Language Models

Feb 15, 2024
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Robust MRI Reconstruction by Smoothed Unrolling (SMUG)

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Dec 12, 2023
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To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Unsafe Images ... For Now

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Oct 18, 2023
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Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning

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Oct 16, 2023
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DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training

Oct 03, 2023
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Model Sparsification Can Simplify Machine Unlearning

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Apr 14, 2023
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