conftrace_

uncertainty estimation

648 papers

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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

DrIFT: Autonomous Drone Dataset with Integrated Real and Synthetic Data Flexible Views and Transformed Domains WACV 2025
SAGI: Semantically Aligned and Uncertainty Guided AI Image Inpainting ICCV 2025
Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models ICCV 2025
Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing ACL 2025
GUARD: Glocal Uncertainty-Aware Robust Decoding for Effective and Efficient Open-Ended Text Generation EMNLP 2025
SmurfCat at SHROOM-CAP: Factual but Awkward? Fluent but Wrong? Tackling Both in LLM Scientific QA IJCNLP 2025
Read Your Own Mind: Reasoning Helps Surface Self-Confidence Signals in LLMs EMNLP 2025
Optimal Sample Selection Through Uncertainty Estimation and Its Application in Deep Learning JMLR 2025
Uncertainty-driven Partial Diacritization for Arabic Text EMNLP 2025
Unsupervised Hallucination Detection by Inspecting Reasoning Processes EMNLP 2025
Annotation Ambiguity Aware Semi-Supervised Medical Image Segmentation CVPR 2025
DAMM-Diffusion: Learning Divergence-Aware Multi-Modal Diffusion Model for Nanoparticles Distribution Prediction CVPR 2025
Uncertainty-Guided Cross Attention Ensemble Mean Teacher for Semi-Supervised Medical Image Segmentation WACV 2025
Unified Uncertainty-Aware Diffusion for Multi-Agent Trajectory Modeling CVPR 2025
WildGS-SLAM: Monocular Gaussian Splatting SLAM in Dynamic Environments CVPR 2025
Uncertainty-guided Perturbation for Image Super-Resolution Diffusion Model CVPR 2025
Calibrating LLMs for Text-to-SQL Parsing by Leveraging Sub-clause Frequencies EMNLP 2025
UnCo: Uncertainty-Driven Collaborative Framework of Large and Small Models for Grounded Multimodal NER EMNLP 2025
Towards Trustworthy Summarization of Cardiovascular Articles: A Factuality-and-Uncertainty-Aware Biomedical LLM Approach EMNLP 2025
Diffusion Epistemic Uncertainty with Asymmetric Learning for Diffusion-Generated Image Detection ICCV 2025
Harnessing Uncertainty-aware Bounding Boxes for Unsupervised 3D Object Detection ICCV 2025
Feature Clipping for Uncertainty Calibration AAAI 2025
LLM-Independent Adaptive RAG: Let the Question Speak for Itself EMNLP 2025
Bridging the Vision-Brain Gap with an Uncertainty-Aware Blur Prior CVPR 2025
Causal Understanding by LLMs: The Role of Uncertainty EMNLP 2025