What If the Input is Expanded in OOD Detection?

v1v2 (latest)

What If the Input is Expanded in OOD Detection?

Neural Information Processing Systems (NeurIPS), 2024

24 October 2024

Tongliang Liu

ArXiv (abs)PDF HTML Github (8★)

Papers citing "What If the Input is Expanded in OOD Detection?"

4 / 4 papers shown

Title
ANTS: Adaptive Negative Textual Space Shaping for OOD Detection via Test-Time MLLM Understanding and Reasoning Wenjie Zhu Yabin Zhang Jianfeng Dong Wenjun Zeng Lei Zhang 242 0 0 04 Sep 2025
Spurious-Aware Prototype Refinement for Reliable Out-of-Distribution Detection Reihaneh Zohrabi Hosein Hasani M. Baghshah Anna Rohrbach Marcus Rohrbach M. Rohban OODD 236 1 0 30 Jun 2025
Demystifying CLIP DataInternational Conference on Learning Representations (ICLR), 2023 Hu Xu Saining Xie Xiaoqing Ellen Tan Po-Yao (Bernie) Huang Russell Howes Vasu Sharma Shang-Wen Li Gargi Ghosh Luke Zettlemoyer Christoph Feichtenhofer VLM CLIP 459 190 0 31 Dec 2024
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey Atsuyuki Miyai Jingkang Yang Jingyang Zhang Yifei Ming Sisir Dhakal ... Yixuan Li Hai "Helen" Li Ziwei Liu Toshihiko Yamasaki Kiyoharu Aizawa 287 27 0 31 Jul 2024