Retrieval-Augmented Prompt for OOD Detection
Fuente:
arXiv
Saved in:
| Main Authors: | Han, Ruisong, Han, Zongbo, Zhang, Jiahao, Cheng, Mingyue, Zhang, Changqing |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Helping CLIP See Both the Forest and the Trees: A Decomposition and Description Approach
by: Xue, Leyan, et al.
Published: (2025)
by: Xue, Leyan, et al.
Published: (2025)
ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection
by: Bai, Yichen, et al.
Published: (2023)
by: Bai, Yichen, et al.
Published: (2023)
Free-Lunch Long Video Generation via Layer-Adaptive O.O.D Correction
by: Tian, Jiahao, et al.
Published: (2026)
by: Tian, Jiahao, et al.
Published: (2026)
Skip \n: A Simple Method to Reduce Hallucination in Large Vision-Language Models
by: Han, Zongbo, et al.
Published: (2024)
by: Han, Zongbo, et al.
Published: (2024)
LAPT: Label-driven Automated Prompt Tuning for OOD Detection with Vision-Language Models
by: Zhang, Yabin, et al.
Published: (2024)
by: Zhang, Yabin, et al.
Published: (2024)
Retrieval-Augmented Dynamic Prompt Tuning for Incomplete Multimodal Learning
by: Lang, Jian, et al.
Published: (2025)
by: Lang, Jian, et al.
Published: (2025)
Exploring Task-Level Optimal Prompts for Visual In-Context Learning
by: Zhu, Yan, et al.
Published: (2025)
by: Zhu, Yan, et al.
Published: (2025)
Proto-OOD: Enhancing OOD Object Detection with Prototype Feature Similarity
by: Chen, Junkun, et al.
Published: (2024)
by: Chen, Junkun, et al.
Published: (2024)
TTA-OOD: Test-time Augmentation for Improving Out-of-Distribution Detection in Gastrointestinal Vision
by: Pokhrel, Sandesh, et al.
Published: (2024)
by: Pokhrel, Sandesh, et al.
Published: (2024)
RACap: Relation-Aware Prompting for Lightweight Retrieval-Augmented Image Captioning
by: Long, Xiaosheng, et al.
Published: (2025)
by: Long, Xiaosheng, et al.
Published: (2025)
DOTA: Distributional Test-Time Adaptation of Vision-Language Models
by: Han, Zongbo, et al.
Published: (2024)
by: Han, Zongbo, et al.
Published: (2024)
GTMA: Dynamic Representation Optimization for OOD Vision-Language Models
by: Zhang, Jensen, et al.
Published: (2025)
by: Zhang, Jensen, et al.
Published: (2025)
AdaNeg: Adaptive Negative Proxy Guided OOD Detection with Vision-Language Models
by: Zhang, Yabin, et al.
Published: (2024)
by: Zhang, Yabin, et al.
Published: (2024)
An Empirical Analysis of VLM-based OOD Detection: Mechanisms, Advantages, and Sensitivity
by: Lee, Yuxiao, et al.
Published: (2025)
by: Lee, Yuxiao, et al.
Published: (2025)
Breast Cancer Detection from Multi-View Screening Mammograms with Visual Prompt Tuning
by: Chen, Han, et al.
Published: (2025)
by: Chen, Han, et al.
Published: (2025)
Towards Effective MLLM Jailbreaking Through Balanced On-Topicness and OOD-Intensity
by: Li, Zuoou, et al.
Published: (2025)
by: Li, Zuoou, et al.
Published: (2025)
RePrompt: Reasoning-Augmented Reprompting for Text-to-Image Generation via Reinforcement Learning
by: Wu, Mingrui, et al.
Published: (2025)
by: Wu, Mingrui, et al.
Published: (2025)
Prototype Fusion: A Training-Free Multi-Layer Approach to OOD Detection
by: Gul, Shreen, et al.
Published: (2026)
by: Gul, Shreen, et al.
Published: (2026)
RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection
by: Li, Tianxiao, et al.
Published: (2025)
by: Li, Tianxiao, et al.
Published: (2025)
Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models
by: Chen, Mengyuan, et al.
Published: (2024)
by: Chen, Mengyuan, et al.
Published: (2024)
Feature-Space Semantic Invariance: Enhanced OOD Detection for Open-Set Domain Generalization
by: Wang, Haoliang, et al.
Published: (2024)
by: Wang, Haoliang, et al.
Published: (2024)
Divide and Conquer: Object Co-occurrence Helps Mitigate Simplicity Bias in OOD Detection
by: Dai, Boyang, et al.
Published: (2026)
by: Dai, Boyang, et al.
Published: (2026)
Scalable Ensemble Diversification for OOD Generalization and Detection
by: Rubinstein, Alexander, et al.
Published: (2024)
by: Rubinstein, Alexander, et al.
Published: (2024)
Focus, Distinguish, and Prompt: Unleashing CLIP for Efficient and Flexible Scene Text Retrieval
by: Zeng, Gangyan, et al.
Published: (2024)
by: Zeng, Gangyan, et al.
Published: (2024)
Spatial-Frequency Aware for Object Detection in RAW Image
by: Ye, Zhuohua, et al.
Published: (2025)
by: Ye, Zhuohua, et al.
Published: (2025)
CMOOD: Concept-based Multi-label OOD Detection
by: Liu, Zhendong, et al.
Published: (2024)
by: Liu, Zhendong, et al.
Published: (2024)
A Geometric Explanation of the Likelihood OOD Detection Paradox
by: Kamkari, Hamidreza, et al.
Published: (2024)
by: Kamkari, Hamidreza, et al.
Published: (2024)
MKSNet: Advanced Small Object Detection in Remote Sensing Imagery with Multi-Kernel and Dual Attention Mechanisms
by: Zhang, Jiahao, et al.
Published: (2025)
by: Zhang, Jiahao, et al.
Published: (2025)
Out-Of-Distribution Detection with Diversification (Provably)
by: Yao, Haiyun, et al.
Published: (2024)
by: Yao, Haiyun, et al.
Published: (2024)
Beyond Prompt Degradation: Prototype-guided Dual-pool Prompting for Incremental Object Detection
by: Zhang, Yaoteng, et al.
Published: (2026)
by: Zhang, Yaoteng, et al.
Published: (2026)
SSVP: Synergistic Semantic-Visual Prompting for Industrial Zero-Shot Anomaly Detection
by: Fu, Chenhao, et al.
Published: (2026)
by: Fu, Chenhao, et al.
Published: (2026)
Physical Prompt Injection Attacks on Large Vision-Language Models
by: Ling, Chen, et al.
Published: (2026)
by: Ling, Chen, et al.
Published: (2026)
A Bayesian Approach to OOD Robustness in Image Classification
by: Kaushik, Prakhar, et al.
Published: (2024)
by: Kaushik, Prakhar, et al.
Published: (2024)
SAMAug: Point Prompt Augmentation for Segment Anything Model
by: Dai, Haixing, et al.
Published: (2023)
by: Dai, Haixing, et al.
Published: (2023)
Visual Fourier Prompt Tuning
by: Zeng, Runjia, et al.
Published: (2024)
by: Zeng, Runjia, et al.
Published: (2024)
DreamRunner: Fine-Grained Compositional Story-to-Video Generation with Retrieval-Augmented Motion Adaptation
by: Wang, Zun, et al.
Published: (2024)
by: Wang, Zun, et al.
Published: (2024)
Reasoning-Augmented Representations for Multimodal Retrieval
by: Zhang, Jianrui, et al.
Published: (2026)
by: Zhang, Jianrui, et al.
Published: (2026)
Frame-Difference Guided Dynamic Region Perception for CLIP Adaptation in Text-Video Retrieval
by: Yu, Jiaao, et al.
Published: (2025)
by: Yu, Jiaao, et al.
Published: (2025)
MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities
by: Dong, Hao, et al.
Published: (2024)
by: Dong, Hao, et al.
Published: (2024)
Leveraging Text-Driven Semantic Variation for Robust OOD Segmentation
by: Song, Seungheon, et al.
Published: (2025)
by: Song, Seungheon, et al.
Published: (2025)
Similar Items
-
Helping CLIP See Both the Forest and the Trees: A Decomposition and Description Approach
by: Xue, Leyan, et al.
Published: (2025) -
ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection
by: Bai, Yichen, et al.
Published: (2023) -
Free-Lunch Long Video Generation via Layer-Adaptive O.O.D Correction
by: Tian, Jiahao, et al.
Published: (2026) -
Skip \n: A Simple Method to Reduce Hallucination in Large Vision-Language Models
by: Han, Zongbo, et al.
Published: (2024) -
LAPT: Label-driven Automated Prompt Tuning for OOD Detection with Vision-Language Models
by: Zhang, Yabin, et al.
Published: (2024)