Saved in:
| Main Authors: | Hassan, Abid, Ngo, Tuan, Shafiq, Saad, Medvidovic, Nenad |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2601.22703 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Catalyst: Out-of-Distribution Detection via Elastic Scaling
by: Hassan, Abid, et al.
Published: (2026)
by: Hassan, Abid, et al.
Published: (2026)
DNN Modularization via Activation-Driven Training
by: Ngo, Tuan, et al.
Published: (2024)
by: Ngo, Tuan, et al.
Published: (2024)
Robust and Label-Efficient Deep Waste Detection
by: Abid, Hassan, et al.
Published: (2025)
by: Abid, Hassan, et al.
Published: (2025)
DoorDet: Semi-Automated Multi-Class Door Detection Dataset via Object Detection and Large Language Models
by: Zhang, Licheng, et al.
Published: (2025)
by: Zhang, Licheng, 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)
AdaSCALE: Adaptive Scaling for OOD Detection
by: Regmi, Sudarshan
Published: (2025)
by: Regmi, Sudarshan
Published: (2025)
Mahalanobis++: Improving OOD Detection via Feature Normalization
by: Mueller, Maximilian, et al.
Published: (2025)
by: Mueller, Maximilian, et al.
Published: (2025)
Comprehensive OOD Detection Improvements
by: Lakkapragada, Anish, et al.
Published: (2024)
by: Lakkapragada, Anish, et al.
Published: (2024)
Activation Matters: Test-time Activated Negative Labels for OOD Detection with Vision-Language Models
by: Zhang, Yabin, et al.
Published: (2026)
by: Zhang, Yabin, et al.
Published: (2026)
VolFill: Single-View Amodal 3D Scene Reconstruction with Volumetric Flow Matching
by: Ngo, Tuan Duc, et al.
Published: (2026)
by: Ngo, Tuan Duc, et al.
Published: (2026)
PixOOD: Pixel-Level Out-of-Distribution Detection
by: Vojíř, Tomáš, et al.
Published: (2024)
by: Vojíř, Tomáš, et al.
Published: (2024)
Detecting OOD Samples via Optimal Transport Scoring Function
by: Gao, Heng, et al.
Published: (2025)
by: Gao, Heng, et al.
Published: (2025)
Retrieval-Augmented Prompt for OOD Detection
by: Han, Ruisong, et al.
Published: (2025)
by: Han, Ruisong, et al.
Published: (2025)
Early High-Frequency Injection for Geometry-Sensitive OOD Detection
by: Cheng, Chuanjie, et al.
Published: (2026)
by: Cheng, Chuanjie, et al.
Published: (2026)
CURE-OOD: Benchmarking Out-of-Distribution Detection for Survival Prediction
by: Zhao, Wenjie, et al.
Published: (2026)
by: Zhao, Wenjie, et al.
Published: (2026)
EigenScore: OOD Detection using Covariance in Diffusion Models
by: Shoushtari, Shirin, et al.
Published: (2025)
by: Shoushtari, Shirin, et al.
Published: (2025)
CLIPScope: Enhancing Zero-Shot OOD Detection with Bayesian Scoring
by: Fu, Hao, et al.
Published: (2024)
by: Fu, Hao, et al.
Published: (2024)
Synthesizing Near-Boundary OOD Samples for Out-of-Distribution Detection
by: Li, Jinglun, et al.
Published: (2025)
by: Li, Jinglun, et al.
Published: (2025)
CoT-Segmenter: Enhancing OOD Detection in Dense Road Scenes via Chain-of-Thought Reasoning
by: Song, Jeonghyo, et al.
Published: (2025)
by: Song, Jeonghyo, et al.
Published: (2025)
How to train your ViT for OOD Detection
by: Mueller, Maximilian, et al.
Published: (2024)
by: Mueller, Maximilian, et al.
Published: (2024)
ImageNet-OOD: Deciphering Modern Out-of-Distribution Detection Algorithms
by: Yang, William, et al.
Published: (2023)
by: Yang, William, et al.
Published: (2023)
Bridging the Semantic Chasm: Synergistic Conceptual Anchoring for Generalized Few-Shot and Zero-Shot OOD Perception
by: Christoforos, Alexandros, et al.
Published: (2026)
by: Christoforos, Alexandros, et al.
Published: (2026)
Automated Facility Enumeration for Building Compliance Checking using Door Detection and Large Language Models
by: Zhang, Licheng, et al.
Published: (2025)
by: Zhang, Licheng, et al.
Published: (2025)
ANTS: Adaptive Negative Textual Space Shaping for OOD Detection via Test-Time MLLM Understanding and Reasoning
by: Zhu, Wenjie, et al.
Published: (2025)
by: Zhu, Wenjie, et al.
Published: (2025)
Toward Improved Deep Learning-based Vulnerability Detection
by: Sejfia, Adriana, et al.
Published: (2024)
by: Sejfia, Adriana, et al.
Published: (2024)
Breaking Semantic Hegemony: Decoupling Principal and Residual Subspaces for Generalized OOD Detection
by: Peng, Ningkang, et al.
Published: (2026)
by: Peng, Ningkang, et al.
Published: (2026)
Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging
by: Kainz, Bernhard, et al.
Published: (2026)
by: Kainz, Bernhard, et al.
Published: (2026)
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)
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)
EndoOOD: Uncertainty-aware Out-of-distribution Detection in Capsule Endoscopy Diagnosis
by: Tan, Qiaozhi, et al.
Published: (2024)
by: Tan, Qiaozhi, et al.
Published: (2024)
GAFD-CC: Global-Aware Feature Decoupling with Confidence Calibration for OOD Detection
by: Zou, Kun, et al.
Published: (2025)
by: Zou, Kun, et al.
Published: (2025)
SimLabel: Consistency-Guided OOD Detection with Pretrained Vision-Language Models
by: Zou, Shu, et al.
Published: (2025)
by: Zou, Shu, et al.
Published: (2025)
Influence of Classification Task and Distribution Shift Type on OOD Detection in Fetal Ultrasound
by: Wong, Chun Kit, et al.
Published: (2025)
by: Wong, Chun Kit, et al.
Published: (2025)
How to Achieve Prototypical Birth and Death for OOD Detection?
by: Peng, Ningkang, et al.
Published: (2026)
by: Peng, Ningkang, et al.
Published: (2026)
General-Purpose Multi-Modal OOD Detection Framework
by: Duong, Viet, et al.
Published: (2023)
by: Duong, Viet, et al.
Published: (2023)
A Geometry-Based View of Mahalanobis OOD Detection
by: Janiak, Denis, et al.
Published: (2025)
by: Janiak, Denis, 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)
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)
TINS: Test-time ID-prototype-separated Negative Semantics Learning for OOD Detection
by: Yang, Yifeng, et al.
Published: (2026)
by: Yang, Yifeng, et al.
Published: (2026)
Halt the Hallucination: Decoupling Signal and Semantic OOD Detection Based on Cascaded Early Rejection
by: Peng, Ningkang, et al.
Published: (2026)
by: Peng, Ningkang, et al.
Published: (2026)
Similar Items
-
Catalyst: Out-of-Distribution Detection via Elastic Scaling
by: Hassan, Abid, et al.
Published: (2026) -
DNN Modularization via Activation-Driven Training
by: Ngo, Tuan, et al.
Published: (2024) -
Robust and Label-Efficient Deep Waste Detection
by: Abid, Hassan, et al.
Published: (2025) -
DoorDet: Semi-Automated Multi-Class Door Detection Dataset via Object Detection and Large Language Models
by: Zhang, Licheng, et al.
Published: (2025) -
Proto-OOD: Enhancing OOD Object Detection with Prototype Feature Similarity
by: Chen, Junkun, et al.
Published: (2024)