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

Active Domain Adaptation with False Negative Prediction for Object Detection CVPR 2024
TAU: Trajectory Data Augmentation with Uncertainty for Next POI Recommendation AAAI 2024
Data-Augmented Curriculum Graph Neural Architecture Search under Distribution Shifts AAAI 2024
Revisiting the Domain Shift and Sample Uncertainty in Multi-source Active Domain Transfer CVPR 2024
STAR: Constraint LoRA with Dynamic Active Learning for Data-Efficient Fine-Tuning of Large Language Models ACL 2024
OCEAN-MBRL: Offline Conservative Exploration for Model-Based Offline Reinforcement Learning AAAI 2024
Evidential Uncertainty-Guided Mitochondria Segmentation for 3D EM Images AAAI 2024
Large Language Models Must Be Taught to Know What They Don’t Know NIPS 2024
Deep Active Learning with Noise Stability AAAI 2024
Suppressing Uncertainty in Gaze Estimation AAAI 2024
Domain-specific or Uncertainty-aware models: Does it really make a difference for biomedical text classification? ACL 2024
Unknown-Aware Graph Regularization for Robust Semi-supervised Learning from Uncurated Data AAAI 2024
Producing and Leveraging Online Map Uncertainty in Trajectory Prediction CVPR 2024
When Do LLMs Need Retrieval Augmentation? Mitigating LLMs’ Overconfidence Helps Retrieval Augmentation ACL 2024
Similarity-Navigated Conformal Prediction for Graph Neural Networks NIPS 2024
WWW: A Unified Framework for Explaining What Where and Why of Neural Networks by Interpretation of Neuron Concepts CVPR 2024
World Models for General Surgical Grasping RSS 2024
Graph-based Uncertainty Metrics for Long-form Language Model Generations NIPS 2024
Measuring Uncertainty in Neural Machine Translation with Similarity-Sensitive Entropy EACL 2024
Predictive Accuracy-Based Active Learning for Medical Image Segmentation IJCAI 2024
HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models NIPS 2024
Variational Multi-scale Representation for Estimating Uncertainty in 3D Gaussian Splatting NIPS 2024
Are Data Augmentation Methods in Named Entity Recognition Applicable for Uncertainty Estimation? EMNLP 2024
PDF: A Probability-Driven Framework for Open World 3D Point Cloud Semantic Segmentation CVPR 2024
ExACT: Language-guided Conceptual Reasoning and Uncertainty Estimation for Event-based Action Recognition and More CVPR 2024