Xuefeng Du

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authored 5 papers about 1 year ago

Feed Two Birds with One Scone: Exploiting Wild Data for Both Out-of-Distribution Generalization and Detection

Paper • 2306.09158 • Published Jun 15, 2023

OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Paper • 2306.09301 • Published Jun 15, 2023 • 1

How Does Unlabeled Data Provably Help Out-of-Distribution Detection?

Paper • 2402.03502 • Published Feb 5, 2024

VLMGuard: Defending VLMs against Malicious Prompts via Unlabeled Data

Paper • 2410.00296 • Published Oct 1, 2024 • 5

HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection

Paper • 2409.17504 • Published Sep 26, 2024