conftrace_

out-of-distribution detection

617 papers

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Also known as

OODD OOD DETECTION

Co-occurring keywords

uncertainty quantification (1393) distribution shift (722) uncertainty estimation (648) anomaly detection (747) neural network (6616) ood detection (45) generative model (2892) representation learning (6206) domain generalization (1522) contrastive learning (4032)

Papers

All Roads Lead to Rome: Exploring Edge Distribution Shifts for Heterophilic Graph Learning IJCAI 2025
HYBOOD: A Hybrid Generative Model for Out-of-Distribution Detection with Corruption Estimation AAAI 2025
Structural Entropy Guided Unsupervised Graph Out-Of-Distribution Detection AAAI 2025
Things Machine Learning Models Know That They Don’t Know AAAI 2025
Auxiliary Prompt Tuning of Vision-Language Models for Few-Shot Out-of-Distribution Detection ICCV 2025
Rule Discovery for Natural Language Inference Data Generation Using Out-of-Distribution Detection EMNLP 2025
Out-of-Distribution Detection via LLM-Guided Outlier Generation for Text-attributed Graph ACL 2025
DisCoPatch: Taming Adversarially-driven Batch Statistics for Improved Out-of-Distribution Detection ICCV 2025
Out-of-Distribution Detection with Prototypical Outlier Proxy AAAI 2025
CaliMatch: Adaptive Calibration for Improving Safe Semi-supervised Learning ICCV 2025
Gradient Short-Circuit: Efficient Out-of-Distribution Detection via Feature Intervention ICCV 2025
Beyond Pixel Uncertainty: Bounding the OoD Objects in Road Scenes ICCV 2025
LoD: Loss-difference OOD Detection by Intentionally Label-Noisifying Unlabeled Wild Data IJCAI 2025
Equipping Vision Foundation Model with Mixture of Experts for Out-of-Distribution Detection ICCV 2025
Diagnosing Pretrained Models for Out-of-distribution Detection ICCV 2025
CRAFT: Class Ranking Aware Fine-Tuning for Enhanced Out-of-Distribution Detection WACV 2025
Exploiting Vision Language Model for Training-Free 3D Point Cloud OOD Detection via Graph Score Propagation ICCV 2025
Graph OOD Detection via Plug-and-Play Energy-based Evaluation and Propagation IJCAI 2025
Secure On-Device Video OOD Detection Without Backpropagation ICCV 2025
REPEAT: Improving Uncertainty Estimation in Representation Learning Explainability AAAI 2025
Beyond Clean Training Data: A Versatile and Model-Agnostic Framework for Out-of-Distribution Detection with Contaminated Training Data CVPR 2025
D^3: Scaling Up Deepfake Detection by Learning from Discrepancy CVPR 2025
ML-GOOD: Towards Multi-Label Graph Out-Of-Distribution Detection AAAI 2025
Rectified Lagrangian for Out-of-Distribution Detection in Modern Hopfield Networks AAAI 2025
Error Detection for Multimodal Classification NAACL 2025