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2410.20149
Cited By
AdaNeg: Adaptive Negative Proxy Guided OOD Detection with Vision-Language Models
Neural Information Processing Systems (NeurIPS), 2024
26 October 2024
Yabin Zhang
Guang Dai
VLM
OODD
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Papers citing
"AdaNeg: Adaptive Negative Proxy Guided OOD Detection with Vision-Language Models"
9 / 9 papers shown
ClusterMine: Robust Label-Free Visual Out-Of-Distribution Detection via Concept Mining from Text Corpora
Nikolas Adaloglou
Diana Petrusheva
Mohamed Asker
Félix D. P. Michels
M. Kollmann
OODD
239
0
0
10 Nov 2025
Prompt Optimization Meets Subspace Representation Learning for Few-shot Out-of-Distribution Detection
Faizul Rakib Sayem
Shahana Ibrahim
OODD
VLM
422
0
0
09 Sep 2025
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
479
0
0
04 Sep 2025
OpenHAIV: A Framework Towards Practical Open-World Learning
Xiang Xiang
Yuwen Tan
Zhuo Xu
Jing Ma
Jiaxin Dai
Yifan Liang
Hanlin Li
CLL
VLM
214
0
0
10 Aug 2025
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection
Wenjie Zhu
Yabin Zhang
Xin Jin
Wenjun Zeng
Lei Zhang
352
2
0
26 Jul 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
386
7
0
14 Jul 2025
NegRefine: Refining Negative Label-Based Zero-Shot OOD Detection
Amirhossein Ansari
Ke Wang
Pulei Xiong
VLM
263
1
0
13 Jul 2025
Recent Advances in Out-of-Distribution Detection with CLIP-Like Models: A Survey
Chaohua Li
Enhao Zhang
Chuanxing Geng
Songcan Chen
OODD
VLM
351
4
0
05 May 2025
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
521
39
0
31 Jul 2024
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