Dream the Impossible: Outlier Imagination with Diffusion Models

Dream the Impossible: Outlier Imagination with Diffusion Models

23 September 2023

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Papers citing "Dream the Impossible: Outlier Imagination with Diffusion Models"

13 / 13 papers shown

Title
PatchGuard: Adversarially Robust Anomaly Detection and Localization through Vision Transformers and Pseudo Anomalies Mojtaba Nafez Amirhossein Koochakian Arad Maleki Jafar Habibi M. Rohban AAML 28 0 0 10 Jun 2025
Dream-Box: Object-wise Outlier Generation for Out-of-Distribution Detection Brian K. S. Isaac-Medina T. Breckon OODD 486 0 0 25 Apr 2025
GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation Danny Wang Ruihong Qiu Guangdong Bai Zi Huang 403 4 0 09 Feb 2025
Going Beyond Conventional OOD Detection Sudarshan Regmi OODD 169 1 0 16 Nov 2024
PViT: Prior-augmented Vision Transformer for Out-of-distribution Detection Tianhao Zhang Zhixiang Chen Lyudmila Mihaylova 323 0 0 27 Oct 2024
Reflexive Guidance: Improving OoDD in Vision-Language Models via Self-Guided Image-Adaptive Concept Generation Seulbi Lee J. Kim Sangheum Hwang LRM 457 2 0 19 Oct 2024
Process Reward Model with Q-Value Rankings W. Li Yixuan Li LRM 150 25 0 15 Oct 2024
Understanding and Mitigating Miscalibration in Prompt Tuning for Vision-Language Models Shuoyuan Wang Yixuan Li Hongxin Wei VLM 164 2 0 03 Oct 2024
Proto-OOD: Enhancing OOD Object Detection with Prototype Feature Similarity Junkun Chen Jilin Mei Liang Chen Fangzhou Zhao Yu Hu Yu Hu ObjD 124 1 0 09 Sep 2024
Diffusion based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection Suhee Yoon Sanghyu Yoon Ye Seul Sim Sungik Choi Kyungeun Lee Hye-Seung Cho Hankook Lee Woohyung Lim 85 0 0 27 Aug 2024
A Survey of Text-to-SQL in the Era of LLMs: Where are we, and where are we going? Xinyu Liu Shuyu Shen Boyan Li Peixian Ma Runzhi Jiang Yuxin Zhang Ju Fan Guoliang Li Nan Tang Yuyu Luo 73 32 0 09 Aug 2024
Future-Proofing Class-Incremental Learning Quentin Jodelet Xin Liu Yin Jun Phua Tsuyoshi Murata VLM 156 2 0 04 Apr 2024
ARGS: Alignment as Reward-Guided Search Maxim Khanov Jirayu Burapacheep Yixuan Li 125 62 0 23 Jan 2024