probabilistic modeling

851 papers

Explore in graph

Also known as

PM

Co-occurring keywords

bayesian inference (1904) variational inference (2069) probabilistic model (476) graphical model (863) uncertainty quantification (1365) generative model (2889) bayesian network (378) causal inference (1619) latent variable model (564) probabilistic inference (310)

Papers

Classifier Calibration with ROC-Regularized Isotonic Regression AISTATS 2024

Benchmarking LLMs via Uncertainty Quantification NIPS 2024

Data-Adaptive Probabilistic Likelihood Approximation for Ordinary Differential Equations AISTATS 2024

Probabilistic Speech-Driven 3D Facial Motion Synthesis: New Benchmarks Methods and Applications CVPR 2024

Probabilistic Modeling for Sequences of Sets in Continuous-Time AISTATS 2024

Langevin Unlearning: A New Perspective of Noisy Gradient Descent for Machine Unlearning NIPS 2024

Peer Neighborhood Mechanisms: A Framework for Mechanism Generalization AAAI 2024

Normalizing Flows on the Product Space of SO(3) Manifolds for Probabilistic Human Pose Modeling CVPR 2024

SocialCVAE: Predicting Pedestrian Trajectory via Interaction Conditioned Latents AAAI 2024

Constrained Sampling with Primal-Dual Langevin Monte Carlo NIPS 2024

Stochastic Concept Bottleneck Models NIPS 2024

SPD-DDPM: Denoising Diffusion Probabilistic Models in the Symmetric Positive Definite Space AAAI 2024

GAD-PVI: A General Accelerated Dynamic-Weight Particle-Based Variational Inference Framework AAAI 2024

Seeing Unseen: Discover Novel Biomedical Concepts via Geometry-Constrained Probabilistic Modeling CVPR 2024

Why Not Use Your Textbook? Knowledge-Enhanced Procedure Planning of Instructional Videos CVPR 2024

Bayesian-guided Label Mapping for Visual Reprogramming NIPS 2024

Neural Conditional Probability for Uncertainty Quantification NIPS 2024

AutoNF: Automated Architecture Optimization of Normalizing Flows with Unconstrained Continuous Relaxation Admitting Optimal Discrete Solution AAAI 2023

Log-FGAER: Logic-Guided Fine-Grained Address Entity Recognition from Multi-Turn Spoken Dialogue EMNLP 2023

Tree-shape Uncertainty for Analyzing the Inherent Branching Bias of Unsupervised Parsing Models CONLL 2023

CBD: A Certified Backdoor Detector Based on Local Dominant Probability NIPS 2023

Prototype-based Aleatoric Uncertainty Quantification for Cross-modal Retrieval NIPS 2023

Stimulus Verification Is a Universal and Effective Sampler in Multi-Modal Human Trajectory Prediction CVPR 2023

Gibbsian Polar Slice Sampling ICML 2023

Probabilities of Causation: Role of Observational Data AISTATS 2023