"zero-shot detection" Papers
13 papers found
Conference
AI as Humanity’s Salieri: Quantifying Linguistic Creativity of Language Models via Systematic Attribution of Machine Text against Web Text
Ximing Lu, Melanie Sclar, Skyler Hallinan et al.
ICLR 2025arXiv:2410.04265
33
citations
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
Forensic Self-Descriptions Are All You Need for Zero-Shot Detection, Open-Set Source Attribution, and Clustering of AI-generated Images
Tai Nguyen, Aref Azizpour, Matthew Stamm
CVPR 2025arXiv:2503.21003
2
citations
Manifold Induced Biases for Zero-shot and Few-shot Detection of Generated Images
Jonathan Brokman, Amit Giloni, Omer Hofman et al.
ICLR 2025arXiv:2504.15470
5
citations
MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs
Xuannan Liu, Zekun Li, Pei Li et al.
ICLR 2025arXiv:2406.08772
49
citations
Roboflow100-VL: A Multi-Domain Object Detection Benchmark for Vision-Language Models
Matvei Popov, Peter Robicheaux, Anish Madan et al.
NEURIPS 2025arXiv:2505.20612
17
citations
Short-PHD: Detecting Short LLM-generated Text with Topological Data Analysis After Off-topic Content Insertion
Dongjun Wei, Minjia Mao, Xiao Fang et al.
COLM 2025paperarXiv:2504.02873
3
citations
Towards In-the-wild 3D Plane Reconstruction from a Single Image
Jiachen Liu, Rui Yu, Sili Chen et al.
CVPR 2025highlightarXiv:2506.02493
6
citations
X-Mahalanobis: Transformer Feature Mixing for Reliable OOD Detection
Tong Wei, Bolin Wang, Jiang-Xin Shi et al.
NEURIPS 2025
Zero-Shot Detection of LLM-Generated Text via Implicit Reward Model
Runheng Liu, Heyan Huang, Xingchen Xiao et al.
NEURIPS 2025
Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection
Chentao Cao, Zhun Zhong, Zhanke Zhou et al.
ICML 2024arXiv:2406.00806
28
citations
Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
Abhimanyu Hans, Avi Schwarzschild, Valeriia Cherepanova et al.
ICML 2024arXiv:2401.12070
225
citations
Zero-Shot Aerial Object Detection with Visual Description Regularization
Chenyu Lin, Zhengqing Zang, Chenwei Tang et al.
AAAI 2024paperarXiv:2402.18233
20
citations