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Jiacheng Zhu

Introducing v0.5 of the AI Safety Benchmark from MLCommons

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Apr 18, 2024
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Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium

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Mar 03, 2024
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Asymmetry in Low-Rank Adapters of Foundation Models

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Feb 27, 2024
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Scalable and reliable deep transfer learning for intelligent fault detection via multi-scale neural processes embedded with knowledge

Feb 20, 2024
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Safety-aware Causal Representation for Trustworthy Reinforcement Learning in Autonomous Driving

Oct 31, 2023
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Constraint-Conditioned Policy Optimization for Versatile Safe Reinforcement Learning

Oct 05, 2023
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Pixel-wise Smoothing for Certified Robustness against Camera Motion Perturbations

Sep 22, 2023
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Interactive Car-Following: Matters but NOT Always

Jul 30, 2023
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Datasets and Benchmarks for Offline Safe Reinforcement Learning

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Jun 16, 2023
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MultiSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos

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Jun 07, 2023
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