NEURIPS 2025 "zero-shot detection" Papers

4 papers found

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DNA-DetectLLM: Unveiling AI-Generated Text via a DNA-Inspired Mutation-Repair Paradigm

Xiaowei Zhu, Yubing Ren, Fang Fang et al.

NEURIPS 2025spotlightarXiv:2509.15550

Roboflow100-VL: A Multi-Domain Object Detection Benchmark for Vision-Language Models

Matvei Popov, Peter Robicheaux, Anish Madan et al.

NEURIPS 2025posterarXiv:2505.20612
16
citations

X-Mahalanobis: Transformer Feature Mixing for Reliable OOD Detection

Tong Wei, Bolin Wang, Jiang-Xin Shi et al.

NEURIPS 2025poster

Zero-Shot Detection of LLM-Generated Text via Implicit Reward Model

Runheng Liu, Heyan Huang, Xingchen Xiao et al.

NEURIPS 2025poster