Out-of-distribution detection in 3D applications: a review
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Zizhao, Kang, Xueyang, West, Joseph, Khoshelham, Kourosh |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Relative Energy Learning for LiDAR Out-of-Distribution Detection
by: Li, Zizhao, et al.
Published: (2025)
by: Li, Zizhao, et al.
Published: (2025)
From Open Vocabulary to Open World: Teaching Vision Language Models to Detect Novel Objects
by: Li, Zizhao, et al.
Published: (2024)
by: Li, Zizhao, et al.
Published: (2024)
Neural Distribution Prior for LiDAR Out-of-Distribution Detection
by: Li, Zizhao, et al.
Published: (2026)
by: Li, Zizhao, et al.
Published: (2026)
ClickSeg3D: Few-Click Interactive Segmentation via Semantic Embeddings
by: Kang, Xueyang, et al.
Published: (2026)
by: Kang, Xueyang, et al.
Published: (2026)
Surfel-based 3D Registration with Equivariant SE(3) Features
by: Kang, Xueyang, et al.
Published: (2025)
by: Kang, Xueyang, et al.
Published: (2025)
Equi-GSPR: Equivariant SE(3) Graph Network Model for Sparse Point Cloud Registration
by: Kang, Xueyang, et al.
Published: (2024)
by: Kang, Xueyang, et al.
Published: (2024)
SG-LDM: Semantic-Guided LiDAR Generation via Latent-Aligned Diffusion
by: Xiang, Zhengkang, et al.
Published: (2025)
by: Xiang, Zhengkang, et al.
Published: (2025)
Look Beyond: Two-Stage Scene View Generation via Panorama and Video Diffusion
by: Kang, Xueyang, et al.
Published: (2025)
by: Kang, Xueyang, et al.
Published: (2025)
Hierarchical Point-Patch Fusion with Adaptive Patch Codebook for 3D Shape Anomaly Detection
by: Kang, Xueyang, et al.
Published: (2026)
by: Kang, Xueyang, et al.
Published: (2026)
LMSeg: An end-to-end geometric message-passing network on barycentric dual graphs for large-scale landscape mesh segmentation
by: Huang, Zexian, et al.
Published: (2024)
by: Huang, Zexian, et al.
Published: (2024)
rareboost3d: a synthetic lidar dataset with enhanced rare classes
by: Lin, Shutong, et al.
Published: (2025)
by: Lin, Shutong, et al.
Published: (2025)
Learning Geometric Invariant Features for Classification of Vector Polygons with Graph Message-passing Neural Network
by: Huang, Zexian, et al.
Published: (2024)
by: Huang, Zexian, et al.
Published: (2024)
FocDepthFormer: Transformer with latent LSTM for Depth Estimation from Focal Stack
by: Kang, Xueyang, et al.
Published: (2023)
by: Kang, Xueyang, et al.
Published: (2023)
PC2Model: ISPRS benchmark on 3D point cloud to model registration
by: Maboudi, Mehdi, et al.
Published: (2026)
by: Maboudi, Mehdi, et al.
Published: (2026)
Doctoral Thesis: Geometric Deep Learning For Camera Pose Prediction, Registration, Depth Estimation, and 3D Reconstruction
by: Kang, Xueyang
Published: (2025)
by: Kang, Xueyang
Published: (2025)
Mapping Hidden Heritage: Self-supervised Pre-training on High-Resolution LiDAR DEM Derivatives for Archaeological Stone Wall Detection
by: Huang, Zexian, et al.
Published: (2025)
by: Huang, Zexian, et al.
Published: (2025)
Unsupervised Out-of-Distribution Detection in Medical Imaging Using Multi-Exit Class Activation Maps and Feature Masking
by: Chen, Yu-Jen, et al.
Published: (2025)
by: Chen, Yu-Jen, et al.
Published: (2025)
Enhancing 3D Transformer Segmentation Model for Medical Image with Token-level Representation Learning
by: Hu, Xinrong, et al.
Published: (2024)
by: Hu, Xinrong, et al.
Published: (2024)
Out-of-distribution detection using normalizing flows on the data manifold
by: Razavi, Seyedeh Fatemeh, et al.
Published: (2023)
by: Razavi, Seyedeh Fatemeh, et al.
Published: (2023)
HD-OOD3D: Supervised and Unsupervised Out-of-Distribution object detection in LiDAR data
by: Soum-Fontez, Louis, et al.
Published: (2024)
by: Soum-Fontez, Louis, et al.
Published: (2024)
Lateralization MLP: A Simple Brain-inspired Architecture for Diffusion
by: Hu, Zizhao, et al.
Published: (2024)
by: Hu, Zizhao, et al.
Published: (2024)
A New Class Biorthogonal Spline Wavelet for Image Edge Detection
by: Zhou, Dujuan, et al.
Published: (2024)
by: Zhou, Dujuan, et al.
Published: (2024)
Out-of-distribution detection based on subspace projection of high-dimensional features output by the last convolutional layer
by: Zhu, Qiuyu, et al.
Published: (2024)
by: Zhu, Qiuyu, et al.
Published: (2024)
Vision Also You Need: Navigating Out-of-Distribution Detection with Multimodal Large Language Model
by: Xu, Haoran, et al.
Published: (2026)
by: Xu, Haoran, et al.
Published: (2026)
CAD-Llama: Leveraging Large Language Models for Computer-Aided Design Parametric 3D Model Generation
by: Li, Jiahao, et al.
Published: (2025)
by: Li, Jiahao, et al.
Published: (2025)
DOSE3 : Diffusion-based Out-of-distribution detection on SE(3) trajectories
by: Cheng, Hongzhe, et al.
Published: (2025)
by: Cheng, Hongzhe, et al.
Published: (2025)
JGHand: Joint-Driven Animatable Hand Avater via 3D Gaussian Splatting
by: Sun, Zhoutao, et al.
Published: (2025)
by: Sun, Zhoutao, et al.
Published: (2025)
Gaussian Heritage: 3D Digitization of Cultural Heritage with Integrated Object Segmentation
by: Dahaghin, Mahtab, et al.
Published: (2024)
by: Dahaghin, Mahtab, et al.
Published: (2024)
HOI-Diff: Text-Driven Synthesis of 3D Human-Object Interactions using Diffusion Models
by: Peng, Xiaogang, et al.
Published: (2023)
by: Peng, Xiaogang, et al.
Published: (2023)
Mamba-CAD: State Space Model For 3D Computer-Aided Design Generative Modeling
by: Li, Xueyang, et al.
Published: (2026)
by: Li, Xueyang, et al.
Published: (2026)
Inpainting-Style Conditional Diffusion for Multivariable Time Series Forecasting
by: Kiani, Kourosh, et al.
Published: (2026)
by: Kiani, Kourosh, et al.
Published: (2026)
NECO: NEural Collapse Based Out-of-distribution detection
by: Ammar, Mouïn Ben, et al.
Published: (2023)
by: Ammar, Mouïn Ben, et al.
Published: (2023)
HDBFormer: Efficient RGB-D Semantic Segmentation with A Heterogeneous Dual-Branch Framework
by: Wei, Shuobin, et al.
Published: (2025)
by: Wei, Shuobin, et al.
Published: (2025)
Static Key Attention in Vision
by: Hu, Zizhao, et al.
Published: (2024)
by: Hu, Zizhao, et al.
Published: (2024)
On the Learnability of Out-of-distribution Detection
by: Fang, Zhen, et al.
Published: (2024)
by: Fang, Zhen, et al.
Published: (2024)
Out-of-distribution Detection in Medical Image Analysis: A survey
by: Hong, Zesheng, et al.
Published: (2024)
by: Hong, Zesheng, et al.
Published: (2024)
Seek-CAD: A Self-refined Generative Modeling for 3D Parametric CAD Using Local Inference via DeepSeek
by: Li, Xueyang, et al.
Published: (2025)
by: Li, Xueyang, et al.
Published: (2025)
PLOOD: Partial Label Learning with Out-of-distribution Objects
by: Huang, Jintao, et al.
Published: (2024)
by: Huang, Jintao, et al.
Published: (2024)
A Transformer Model for Boundary Detection in Continuous Sign Language
by: Rastgoo, Razieh, et al.
Published: (2024)
by: Rastgoo, Razieh, et al.
Published: (2024)
Out-of-distribution data supervision towards biomedical semantic segmentation
by: Gao, Yiquan, et al.
Published: (2025)
by: Gao, Yiquan, et al.
Published: (2025)
Similar Items
-
Relative Energy Learning for LiDAR Out-of-Distribution Detection
by: Li, Zizhao, et al.
Published: (2025) -
From Open Vocabulary to Open World: Teaching Vision Language Models to Detect Novel Objects
by: Li, Zizhao, et al.
Published: (2024) -
Neural Distribution Prior for LiDAR Out-of-Distribution Detection
by: Li, Zizhao, et al.
Published: (2026) -
ClickSeg3D: Few-Click Interactive Segmentation via Semantic Embeddings
by: Kang, Xueyang, et al.
Published: (2026) -
Surfel-based 3D Registration with Equivariant SE(3) Features
by: Kang, Xueyang, et al.
Published: (2025)