Exploiting Vision Language Model for Training-Free 3D Point Cloud OOD Detection via Graph Score Propagation
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Tiankai, Li, Yushu, Goodge, Adam, Teng, Fei, Yang, Xulei, Li, Tianrui, Xu, Xun |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Efficient and Context-Aware Label Propagation for Zero-/Few-Shot Training-Free Adaptation of Vision-Language Model
by: Li, Yushu, et al.
Published: (2024)
by: Li, Yushu, et al.
Published: (2024)
SODA: Out-of-Distribution Detection in Domain-Shifted Point Clouds via Neighborhood Propagation
by: Goodge, Adam, et al.
Published: (2025)
by: Goodge, Adam, et al.
Published: (2025)
Improving Adversarial Robustness for 3D Point Cloud Recognition at Test-Time through Purified Self-Training
by: Lin, Jinpeng, et al.
Published: (2024)
by: Lin, Jinpeng, et al.
Published: (2024)
A Timely Survey on Vision Transformer for Deepfake Detection
by: Wang, Zhikan, et al.
Published: (2024)
by: Wang, Zhikan, et al.
Published: (2024)
M3OOD: Automatic Selection of Multimodal OOD Detectors
by: Qin, Yuehan, et al.
Published: (2025)
by: Qin, Yuehan, et al.
Published: (2025)
Exploring Human-in-the-Loop Test-Time Adaptation by Synergizing Active Learning and Model Selection
by: Li, Yushu, et al.
Published: (2024)
by: Li, Yushu, et al.
Published: (2024)
When Text and Images Don't Mix: Bias-Correcting Language-Image Similarity Scores for Anomaly Detection
by: Goodge, Adam, et al.
Published: (2024)
by: Goodge, Adam, et al.
Published: (2024)
Near OOD Detection for Vision-Language Prompt Learning with Contrastive Logit Score
by: Jung, Myong Chol, et al.
Published: (2024)
by: Jung, Myong Chol, et al.
Published: (2024)
Less is More: Efficient Point Cloud Reconstruction via Multi-Head Decoders
by: Alonso, Pedro, et al.
Published: (2025)
by: Alonso, Pedro, et al.
Published: (2025)
Beyond Defenses: Manifold-Aligned Regularization for Intrinsic 3D Point Cloud Robustness
by: Alonso, Pedro, et al.
Published: (2026)
by: Alonso, Pedro, et al.
Published: (2026)
GLIP-OOD: Zero-Shot Graph OOD Detection with Graph Foundation Model
by: Xu, Haoyan, et al.
Published: (2025)
by: Xu, Haoyan, et al.
Published: (2025)
SplAttN: Bridging 2D and 3D with Gaussian Soft Splatting and Attention for Point Cloud Completion
by: Li, Zhaoyang, et al.
Published: (2026)
by: Li, Zhaoyang, et al.
Published: (2026)
GDDA: Semantic OOD Detection on Graphs under Covariate Shift via Score-Based Diffusion Models
by: He, Zhixia, et al.
Published: (2024)
by: He, Zhixia, et al.
Published: (2024)
Exploiting GPT-4 Vision for Zero-shot Point Cloud Understanding
by: Sun, Qi, et al.
Published: (2024)
by: Sun, Qi, et al.
Published: (2024)
GS-PT: Exploiting 3D Gaussian Splatting for Comprehensive Point Cloud Understanding via Self-supervised Learning
by: Liu, Keyi, et al.
Published: (2024)
by: Liu, Keyi, et al.
Published: (2024)
Cross-modal Proxy Evolving for OOD Detection with Vision-Language Models
by: Tang, Hao, et al.
Published: (2026)
by: Tang, Hao, et al.
Published: (2026)
Score Combining for Contrastive OOD Detection
by: Reehorst, Edward T., et al.
Published: (2025)
by: Reehorst, Edward T., et al.
Published: (2025)
ModelNet40-E: An Uncertainty-Aware Benchmark for Point Cloud Classification
by: Alonso, Pedro, et al.
Published: (2025)
by: Alonso, Pedro, et al.
Published: (2025)
Detecting OOD Samples via Optimal Transport Scoring Function
by: Gao, Heng, et al.
Published: (2025)
by: Gao, Heng, et al.
Published: (2025)
COFT-AD: COntrastive Fine-Tuning for Few-Shot Anomaly Detection
by: Liao, Jingyi, et al.
Published: (2024)
by: Liao, Jingyi, et al.
Published: (2024)
On the Adversarial Risk of Test Time Adaptation: An Investigation into Realistic Test-Time Data Poisoning
by: Su, Yongyi, et al.
Published: (2024)
by: Su, Yongyi, et al.
Published: (2024)
On-the-fly Point Feature Representation for Point Clouds Analysis
by: Wang, Jiangyi, et al.
Published: (2024)
by: Wang, Jiangyi, et al.
Published: (2024)
Training-Free Multimodal Deepfake Detection via Graph Reasoning
by: Liu, Yuxin, et al.
Published: (2025)
by: Liu, Yuxin, et al.
Published: (2025)
Zero-Shot 3D Visual Grounding from Vision-Language Models
by: Li, Rong, et al.
Published: (2025)
by: Li, Rong, et al.
Published: (2025)
Enhancing Sampling Protocol for Point Cloud Classification Against Corruptions
by: Li, Chongshou, et al.
Published: (2024)
by: Li, Chongshou, et al.
Published: (2024)
Multi-View Industrial Anomaly Detection with Epipolar Constrained Cross-View Fusion
by: Liu, Yifan, et al.
Published: (2025)
by: Liu, Yifan, et al.
Published: (2025)
Exploiting Point-Language Models with Dual-Prompts for 3D Anomaly Detection
by: Wang, Jiaxiang, et al.
Published: (2025)
by: Wang, Jiaxiang, et al.
Published: (2025)
LLM-Guided Taxonomy and Hierarchical Uncertainty for 3D Point Cloud Active Learning
by: Li, Chenxi, et al.
Published: (2025)
by: Li, Chenxi, et al.
Published: (2025)
Bridging OOD Detection and Generalization: A Graph-Theoretic View
by: Wang, Han, et al.
Published: (2024)
by: Wang, Han, et al.
Published: (2024)
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)
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)
PointRegGPT: Boosting 3D Point Cloud Registration using Generative Point-Cloud Pairs for Training
by: Chen, Suyi, et al.
Published: (2024)
by: Chen, Suyi, et al.
Published: (2024)
Exploiting the Exact Denoising Posterior Score in Training-Free Guidance of Diffusion Models
by: Bellchambers, Gregory
Published: (2025)
by: Bellchambers, Gregory
Published: (2025)
Negative Label Guided OOD Detection with Pretrained Vision-Language Models
by: Jiang, Xue, et al.
Published: (2024)
by: Jiang, Xue, et al.
Published: (2024)
Score-Based Multibeam Point Cloud Denoising
by: Ling, Li, et al.
Published: (2024)
by: Ling, Li, et al.
Published: (2024)
EigenScore: OOD Detection using Covariance in Diffusion Models
by: Shoushtari, Shirin, et al.
Published: (2025)
by: Shoushtari, Shirin, et al.
Published: (2025)
Unsupervised Layer-wise Score Aggregation for Textual OOD Detection
by: Darrin, Maxime, et al.
Published: (2023)
by: Darrin, Maxime, et al.
Published: (2023)
CLIPScope: Enhancing Zero-Shot OOD Detection with Bayesian Scoring
by: Fu, Hao, et al.
Published: (2024)
by: Fu, Hao, et al.
Published: (2024)
DiffPCN: Latent Diffusion Model Based on Multi-view Depth Images for Point Cloud Completion
by: Li, Zijun, et al.
Published: (2025)
by: Li, Zijun, et al.
Published: (2025)
TagOOD: A Novel Approach to Out-of-Distribution Detection via Vision-Language Representations and Class Center Learning
by: Li, Jinglun, et al.
Published: (2024)
by: Li, Jinglun, et al.
Published: (2024)
Similar Items
-
Efficient and Context-Aware Label Propagation for Zero-/Few-Shot Training-Free Adaptation of Vision-Language Model
by: Li, Yushu, et al.
Published: (2024) -
SODA: Out-of-Distribution Detection in Domain-Shifted Point Clouds via Neighborhood Propagation
by: Goodge, Adam, et al.
Published: (2025) -
Improving Adversarial Robustness for 3D Point Cloud Recognition at Test-Time through Purified Self-Training
by: Lin, Jinpeng, et al.
Published: (2024) -
A Timely Survey on Vision Transformer for Deepfake Detection
by: Wang, Zhikan, et al.
Published: (2024) -
M3OOD: Automatic Selection of Multimodal OOD Detectors
by: Qin, Yuehan, et al.
Published: (2025)