Dream-Box: Object-wise Outlier Generation for Out-of-Distribution Detection
Fuente:
arXiv
Saved in:
| Main Authors: | Isaac-Medina, Brian K. S., Breckon, Toby P. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Towards Open-World Object-based Anomaly Detection via Self-Supervised Outlier Synthesis
by: Isaac-Medina, Brian K. S., et al.
Published: (2024)
by: Isaac-Medina, Brian K. S., et al.
Published: (2024)
FEVER-OOD: Free Energy Vulnerability Elimination for Robust Out-of-Distribution Detection
by: Isaac-Medina, Brian K. S., et al.
Published: (2024)
by: Isaac-Medina, Brian K. S., et al.
Published: (2024)
Performance Evaluation of Segment Anything Model with Variational Prompting for Application to Non-Visible Spectrum Imagery
by: Gaus, Yona Falinie A., et al.
Published: (2024)
by: Gaus, Yona Falinie A., et al.
Published: (2024)
DDS-NAS: Dynamic Data Selection within Neural Architecture Search via On-line Hard Example Mining applied to Image Classification
by: Poyser, Matt, et al.
Published: (2025)
by: Poyser, Matt, et al.
Published: (2025)
Out-of-Distribution Detection with Prototypical Outlier Proxy
by: Gong, Mingrong, et al.
Published: (2024)
by: Gong, Mingrong, et al.
Published: (2024)
Out-of-Distribution Object Detection in Street Scenes via Synthetic Outlier Exposure and Transfer Learning
by: Ilyas, Sadia, et al.
Published: (2026)
by: Ilyas, Sadia, et al.
Published: (2026)
TraIL-Det: Transformation-Invariant Local Feature Networks for 3D LiDAR Object Detection with Unsupervised Pre-Training
by: Li, Li, et al.
Published: (2024)
by: Li, Li, et al.
Published: (2024)
Zero-Shot Out-of-Distribution Detection with Outlier Label Exposure
by: Ding, Choubo, et al.
Published: (2024)
by: Ding, Choubo, et al.
Published: (2024)
RAPiD-Seg: Range-Aware Pointwise Distance Distribution Networks for 3D LiDAR Segmentation
by: Li, Li, et al.
Published: (2024)
by: Li, Li, et al.
Published: (2024)
BoxDreamer: Dreaming Box Corners for Generalizable Object Pose Estimation
by: Yu, Yuanhong, et al.
Published: (2025)
by: Yu, Yuanhong, et al.
Published: (2025)
Long-Tailed Out-of-Distribution Detection via Normalized Outlier Distribution Adaptation
by: Miao, Wenjun, et al.
Published: (2024)
by: Miao, Wenjun, et al.
Published: (2024)
Logit Mixture Outlier Exposure for Fine-grained Out-of-Distribution Detection
by: Shinohara, Akito, et al.
Published: (2025)
by: Shinohara, Akito, et al.
Published: (2025)
Deep Metric Learning-Based Out-of-Distribution Detection with Synthetic Outlier Exposure
by: Wahd, Assefa Seyoum
Published: (2024)
by: Wahd, Assefa Seyoum
Published: (2024)
TFDM: Time-Variant Frequency-Based Point Cloud Diffusion with Mamba
by: Liu, Jiaxu, et al.
Published: (2025)
by: Liu, Jiaxu, et al.
Published: (2025)
Diffusion based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection
by: Yoon, Suhee, et al.
Published: (2024)
by: Yoon, Suhee, et al.
Published: (2024)
Data Augmentation via Mixed Class Interpolation using Cycle-Consistent Generative Adversarial Networks Applied to Cross-Domain Imagery
by: Sasaki, Hiroshi, et al.
Published: (2020)
by: Sasaki, Hiroshi, et al.
Published: (2020)
Non-Linear Outlier Synthesis for Out-of-Distribution Detection
by: Doorenbos, Lars, et al.
Published: (2024)
by: Doorenbos, Lars, et al.
Published: (2024)
TagFog: Textual Anchor Guidance and Fake Outlier Generation for Visual Out-of-Distribution Detection
by: Chen, Jiankang, et al.
Published: (2024)
by: Chen, Jiankang, et al.
Published: (2024)
RODEO: Robust Outlier Detection via Exposing Adaptive Out-of-Distribution Samples
by: Mirzaei, Hossein, et al.
Published: (2025)
by: Mirzaei, Hossein, et al.
Published: (2025)
DurLAR: A High-fidelity 128-channel LiDAR Dataset with Panoramic Ambient and Reflectivity Imagery for Multi-modal Autonomous Driving Applications
by: Li, Li, et al.
Published: (2024)
by: Li, Li, et al.
Published: (2024)
Distribution-Aware Calibration for Object Detection with Noisy Bounding Boxes
by: Zhou, Donghao, et al.
Published: (2023)
by: Zhou, Donghao, et al.
Published: (2023)
DreamDistribution: Learning Prompt Distribution for Diverse In-distribution Generation
by: Zhao, Brian Nlong, et al.
Published: (2023)
by: Zhao, Brian Nlong, et al.
Published: (2023)
Disentangling Racial Phenotypes: Fine-Grained Control of Race-related Facial Phenotype Characteristics
by: Yucer, Seyma, et al.
Published: (2024)
by: Yucer, Seyma, et al.
Published: (2024)
Generalized Few-Shot Out-of-Distribution Detection
by: Li, Pinxuan, et al.
Published: (2025)
by: Li, Pinxuan, et al.
Published: (2025)
KD360-VoxelBEV: LiDAR and 360-degree Camera Cross Modality Knowledge Distillation for Bird's-Eye-View Segmentation
by: E, Wenke, et al.
Published: (2025)
by: E, Wenke, et al.
Published: (2025)
Segment Every Out-of-Distribution Object
by: Zhao, Wenjie, et al.
Published: (2023)
by: Zhao, Wenjie, et al.
Published: (2023)
Out-of-Bounding-Box Triggers: A Stealthy Approach to Cheat Object Detectors
by: Lin, Tao, et al.
Published: (2024)
by: Lin, Tao, et al.
Published: (2024)
Extremely Simple Multimodal Outlier Synthesis for Out-of-Distribution Detection and Segmentation
by: Liu, Moru, et al.
Published: (2025)
by: Liu, Moru, et al.
Published: (2025)
EEG-Driven Intention Decoding: Offline Deep Learning Benchmarking on a Robotic Rover
by: Alosaimi, Ghadah, et al.
Published: (2026)
by: Alosaimi, Ghadah, et al.
Published: (2026)
Pixel-wise Gradient Uncertainty for Convolutional Neural Networks applied to Out-of-Distribution Segmentation
by: Maag, Kira, et al.
Published: (2023)
by: Maag, Kira, et al.
Published: (2023)
Out-of-Distribution Detection Using Peer-Class Generated by Large Language Model
by: Huang, K, et al.
Published: (2024)
by: Huang, K, et al.
Published: (2024)
Improving Out-of-Distribution Detection via Dynamic Covariance Calibration
by: Guo, Kaiyu, et al.
Published: (2025)
by: Guo, Kaiyu, et al.
Published: (2025)
TOMD: A Trail-based Off-road Multimodal Dataset for Traversable Pathway Segmentation under Challenging Illumination Conditions
by: Sun, Yixin, et al.
Published: (2025)
by: Sun, Yixin, et al.
Published: (2025)
OPEN: Object-wise Position Embedding for Multi-view 3D Object Detection
by: Hou, Jinghua, et al.
Published: (2024)
by: Hou, Jinghua, et al.
Published: (2024)
Enhancing Out-of-Distribution Detection with Multitesting-based Layer-wise Feature Fusion
by: Li, Jiawei, et al.
Published: (2024)
by: Li, Jiawei, et al.
Published: (2024)
Detecting Out-of-Distribution Objects through Class-Conditioned Inpainting
by: Nguyen, Quang-Huy, et al.
Published: (2024)
by: Nguyen, Quang-Huy, et al.
Published: (2024)
GRA: Detecting Oriented Objects through Group-wise Rotating and Attention
by: Wang, Jiangshan, et al.
Published: (2024)
by: Wang, Jiangshan, et al.
Published: (2024)
RUNA: Object-level Out-of-Distribution Detection via Regional Uncertainty Alignment of Multimodal Representations
by: Zhang, Bin, et al.
Published: (2025)
by: Zhang, Bin, et al.
Published: (2025)
Component-Based Out-of-Distribution Detection
by: Liu, Wenrui, et al.
Published: (2026)
by: Liu, Wenrui, et al.
Published: (2026)
Revisiting Logit Distributions for Reliable Out-of-Distribution Detection
by: Liang, Jiachen, et al.
Published: (2025)
by: Liang, Jiachen, et al.
Published: (2025)
Similar Items
-
Towards Open-World Object-based Anomaly Detection via Self-Supervised Outlier Synthesis
by: Isaac-Medina, Brian K. S., et al.
Published: (2024) -
FEVER-OOD: Free Energy Vulnerability Elimination for Robust Out-of-Distribution Detection
by: Isaac-Medina, Brian K. S., et al.
Published: (2024) -
Performance Evaluation of Segment Anything Model with Variational Prompting for Application to Non-Visible Spectrum Imagery
by: Gaus, Yona Falinie A., et al.
Published: (2024) -
DDS-NAS: Dynamic Data Selection within Neural Architecture Search via On-line Hard Example Mining applied to Image Classification
by: Poyser, Matt, et al.
Published: (2025) -
Out-of-Distribution Detection with Prototypical Outlier Proxy
by: Gong, Mingrong, et al.
Published: (2024)