markov random field

DiffusionPose: Markov-Optimized Diffusion Model for Human Pose Estimation AAAI 2026 Fast Markov Random Field Optimisation for Topologically Noisy 3D Shape Matching CVPR 2026 SceneProp: Combining Neural Network and Markov Random Field for Scene-Graph Grounding WACV 2026 What Is It Like to Be a Noise? An Entropy-based Gaussian Noise Regularization for Diffusion Models CVPR 2026 Neuralized Markov Random Field for Interaction-Aware Stochastic Human Trajectory Prediction ICLR 2025 Trusted Unified Feature-Neighborhood Dynamics for Multi-View Classification AAAI 2025 Variational Inference on the Boolean Hypercube with the Quantum Entropy AISTATS 2025 Bayesian Inference with Complex Knowledge Graph Evidence AAAI 2024 Breaking the curse of dimensionality in structured density estimation NeurIPS 2024 CarbonNovo: Joint Design of Protein Structure and Sequence Using a Unified Energy-based Model ICML 2024 Convex Relaxations for Manifold-Valued Markov Random Fields with Approximation Guarantees ECCV 2024 LP-based Construction of DC Decompositions for Efficient Inference of Markov Random Fields AISTATS 2024 MarkovGen: Structured Prediction for Efficient Text-to-Image Generation CVPR 2024 Neural Markov Random Field for Stereo Matching CVPR 2024 Robust Visual Recognition with Class-Imbalanced Open-World Noisy Data AAAI 2024 A Generalized Deep Markov Random Fields Framework for Fake News Detection IJCAI 2023 Deriving Language Models from Masked Language Models ACL 2023 Exact Inference in High-order Structured Prediction ICML 2023 Importance Weighted Expectation-Maximization for Protein Sequence Design ICML 2023 Learning Markov Random Fields for Combinatorial Structures via Sampling through Lovász Local Lemma AAAI 2023 Neural Language Model Based Attentive Term Dependence Model for Verbose Query (Student Abstract) AAAI 2023 Neural Texture Synthesis With Guided Correspondence CVPR 2023 The Lauritzen-Chen Likelihood For Graphical Models AISTATS 2023 A Probabilistic Graph Coupling View of Dimension Reduction NeurIPS 2022 Bayesian Nonparametric Learning for Point Processes with Spatial Homogeneity: A Spatial Analysis of NBA Shot Locations ICML 2022