conftrace_
← Artificial Intelligence
Artificial Intelligence ›

Bayesian & Probabilistic

4,335 papers (2 classified directly here)

Subtopics

Probabilistic Modeling (2,599) Bayesian Learning (1,663) Bayesian Inference (523) Variational Inference (107) Gaussian Processes (6) Bayesian Networks (5)

Papers per year

1
9
114
135
395
144
'00
'05
'10
'15
'20
'25

Papers (including subtopics)

Bold Claims or Self-Doubt? Factuality Hallucination Type Detection via Belief State EMNLP 2025
Fuzzy Reasoning Chain (FRC): An Innovative Reasoning Framework from Fuzziness to Clarity EMNLP 2025
FactReasoner: A Probabilistic Approach to Long-Form Factuality Assessment for Large Language Models EMNLP 2025
LLMs for Bayesian Optimization in Scientific Domains: Are We There Yet? EMNLP 2025
GENUINE: Graph Enhanced Multi-level Uncertainty Estimation for Large Language Models EMNLP 2025
Evaluating Uncertainty Quantification Methods in Argumentative Large Language Models EMNLP 2025
Quantifying Uncertainty in Natural Language Explanations of Large Language Models for Question Answering EMNLP 2025
Uncertain (Mis)Takes at LeWiDi-2025: Modeling Human Label Variation With Semantic Entropy EMNLP 2025
Uncertainty-driven Partial Diacritization for Arabic Text EMNLP 2025
Beyond Human Judgment: A Bayesian Evaluation of LLMs’ Moral Values Understanding EMNLP 2025
The Geometry of Creative Variability: How Credal Sets Expose Calibration Gaps in Language Models EMNLP 2025
Certain but not Probable? Differentiating Certainty from Probability in LLM Token Outputs for Probabilistic Scenarios EMNLP 2025
Amortized Bayesian Meta-Learning for Low-Rank Adaptation of Large Language Models EMNLP 2025
Evidential Knowledge Distillation ICCV 2025
Calibrating MLLM-as-a-judge via Multimodal Bayesian Prompt Ensembles ICCV 2025
Noise2Score3D: Tweedie's Approach for Unsupervised Point Cloud Denoising ICCV 2025
A Conditional Probability Framework for Compositional Zero-shot Learning ICCV 2025
Function-centric Bayesian Network for Zero-Shot Object Goal Navigation ICCV 2025
Consensus-Driven Active Model Selection ICCV 2025
Flow Stochastic Segmentation Networks ICCV 2025
Probabilistic Prototype Calibration of Vision-language Models for Generalized Few-shot Semantic Segmentation ICCV 2025
ProbMED: A Probabilistic Framework for Medical Multimodal Binding ICCV 2025
EyeSeg: An Uncertainty-Aware Eye Segmentation Framework for AR/VR IJCAI 2025
On Definite Iterated Belief Revision with Belief Algebras IJCAI 2025
Iterated Belief Change as Learning IJCAI 2025