conftrace_

uncertainty estimation

648 papers

Explore in graph

Also known as

UE

Co-occurring keywords

uncertainty quantification (1393) out-of-distribution detection (617) large language model (13587) bayesian inference (1907) active learning (1301) neural network (6616) semantic segmentation (3186) variational inference (2069) semi-supervised learning (2341) domain adaptation (4595)

Papers

Diffusion Epistemic Uncertainty with Asymmetric Learning for Diffusion-Generated Image Detection ICCV 2025
Robust 3D Object Detection using Probabilistic Point Clouds from Single-Photon LiDARs ICCV 2025
Latte: Collaborative Test-Time Adaptation of Vision-Language Models in Federated Learning ICCV 2025
Harnessing Uncertainty-aware Bounding Boxes for Unsupervised 3D Object Detection ICCV 2025
Structure Matters: Revisiting Boundary Refinement in Video Object Segmentation ICCV 2025
keepitsimple at SemEval-2025 Task 3: LLM-Uncertainty based Approach for Multilingual Hallucination Span Detection ACL 2025
SUMO: Search-Based Uncertainty Estimation for Model-Based Offline Reinforcement Learning AAAI 2025
SUNAR: Semantic Uncertainty based Neighborhood Aware Retrieval for Complex QA NAACL 2025
Unified Uncertainty-Aware Diffusion for Multi-Agent Trajectory Modeling CVPR 2025
Accounting for Sycophancy in Language Model Uncertainty Estimation NAACL 2025
Uncertainty-Based Data-Wise Label Smoothing for Calibrating Multiple Instance Learning in Histopathology Image Classification WACV 2025
Reviving Poor Object Segmentations in OOD Medical Images using Variational-Deep-PCA Modeling on Segmentation Maps with Sampling-Free Learning WACV 2025
Uncertainty-guided Perturbation for Image Super-Resolution Diffusion Model CVPR 2025
Uncertainty-Guided Cross Attention Ensemble Mean Teacher for Semi-Supervised Medical Image Segmentation WACV 2025
Clarify When Necessary: Resolving Ambiguity Through Interaction with LMs NAACL 2025
Towards Harmonized Uncertainty Estimation for Large Language Models ACL 2025
Template-based Uncertainty Multimodal Fusion Network for RGBT Tracking IJCAI 2025
Robust Audio-Visual Segmentation via Audio-Guided Visual Convergent Alignment CVPR 2025
Measuring Label Ambiguity in Subjective Tasks using Predictive Uncertainty Estimation ACL 2025
Active Learning for Vision Language Models WACV 2025
Are Data Augmentation Methods in Named Entity Recognition Applicable for Uncertainty Estimation? EMNLP 2024
Trigonometric Quadrature Fourier Features for Scalable Gaussian Process Regression AISTATS 2024
PDF: A Probability-Driven Framework for Open World 3D Point Cloud Semantic Segmentation CVPR 2024
Efficiently Computable Safety Bounds for Gaussian Processes in Active Learning AISTATS 2024
Discriminant Distance-Aware Representation on Deterministic Uncertainty Quantification Methods AISTATS 2024