DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training
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2310.02025
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Published
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1
Jiancheng Liu
ljcc
AI & ML interests
None yet
Organizations
authored
14
papers
about 1 year ago
Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning
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2310.08782
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Published
To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Unsafe Images ... For Now
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2310.11868
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Published
SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation
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2310.12508
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Published
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1
UnlearnCanvas: A Stylized Image Dataset to Benchmark Machine Unlearning for Diffusion Models
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2402.11846
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Published
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1
SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning
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2404.18239
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Published
Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models
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2405.15234
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Published
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1
ChainQueen: A Real-Time Differentiable Physical Simulator for Soft Robotics
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1810.01054
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Published
Model Sparsity Can Simplify Machine Unlearning
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2304.04934
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Published
Towards Universal Mesh Movement Networks
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2407.00382
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Published
Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning
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2403.07362
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Published
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1
Can Adversarial Examples Be Parsed to Reveal Victim Model Information?
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2303.07474
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Published
Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning
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2410.07163
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Published
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2
WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models
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2410.17509
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Published