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Xiaolin Huang

SEB-Naver: A SE(2)-based Local Navigation Framework for Car-like Robots on Uneven Terrain

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Mar 05, 2025
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MUSO: Achieving Exact Machine Unlearning in Over-Parameterized Regimes

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Oct 11, 2024
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Unified Gradient-Based Machine Unlearning with Remain Geometry Enhancement

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Sep 29, 2024
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Flat-LoRA: Low-Rank Adaption over a Flat Loss Landscape

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Sep 22, 2024
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DDoS: Diffusion Distribution Similarity for Out-of-Distribution Detection

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Sep 16, 2024
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Scalable Learned Model Soup on a Single GPU: An Efficient Subspace Training Strategy

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Jul 04, 2024
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Learning Analysis of Kernel Ridgeless Regression with Asymmetric Kernel Learning

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Jun 03, 2024
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Pursuing Feature Separation based on Neural Collapse for Out-of-Distribution Detection

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May 28, 2024
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Towards Natural Machine Unlearning

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May 24, 2024
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Decentralized Kernel Ridge Regression Based on Data-dependent Random Feature

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May 13, 2024
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