LAPT: Label-driven Automated Prompt Tuning for OOD Detection with
Vision-Language Models

LAPT: Label-driven Automated Prompt Tuning for OOD Detection with Vision-Language Models

12 July 2024

Yabin Zhang

Wenjie Zhu

Lei Zhang

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Papers citing "LAPT: Label-driven Automated Prompt Tuning for OOD Detection with Vision-Language Models"

11 / 11 papers shown

Title
OpenHAIV: A Framework Towards Practical Open-World Learning Xiang Xiang Yuwen Tan Zhuo Xu Jing Ma Jiaxin Dai Yifan Liang Hanlin Li CLL VLM 134 0 0 10 Aug 2025
Synthesizing Near-Boundary OOD Samples for Out-of-Distribution Detection Jinglun Li Kaixun Jiang Zhaoyu Chen Bo Lin Yao Tang Weifeng Ge Wenqiang Zhang OODD 306 2 0 14 Jul 2025
NegRefine: Refining Negative Label-Based Zero-Shot OOD Detection Amirhossein Ansari Ke Wang Pulei Xiong VLM 146 0 0 13 Jul 2025
FOCoOp: Enhancing Out-of-Distribution Robustness in Federated Prompt Learning for Vision-Language Models Xinting Liao Weiming Liu Jiaming Qian Pengyang Zhou Jiahe Xu Wenjie Wang Chaochao Chen Xiaolin Zheng Tat-Seng Chua FedML OODD VLM 379 1 0 19 Jun 2025
Recent Advances in Out-of-Distribution Detection with CLIP-Like Models: A Survey Chaohua Li Enhao Zhang Chuanxing Geng Songcan Chen OODD VLM 271 4 0 05 May 2025
AdaSCALE: Adaptive Scaling for OOD Detection Sudarshan Regmi OODD 463 0 0 11 Mar 2025
AdvDreamer Unveils: Are Vision-Language Models Truly Ready for Real-World 3D Variations? Shouwei Ruan Hanqin Liu Yao Huang Xiaoqi Wang Caixin Kang Hang Su Yinpeng Dong Xingxing Wei VGen 586 1 0 04 Dec 2024
Image-based Outlier Synthesis With Training Data Sudarshan Regmi OODD 458 2 0 16 Nov 2024
AdaNeg: Adaptive Negative Proxy Guided OOD Detection with Vision-Language ModelsNeural Information Processing Systems (NeurIPS), 2024 Yabin Zhang Guang Dai VLM OODD 185 14 0 26 Oct 2024
Out-of-Distribution Detection: A Task-Oriented Survey of Recent Advances Shuo Lu YingSheng Wang Lijun Sheng Lingxiao He A. Zheng Jian Liang OODD 510 7 0 18 Sep 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 331 28 0 31 Jul 2024