probabilistic modeling

Latent Distribution Decouple for Uncertain-Aware Multimodal Multi-label Emotion Recognition ACL 2025 LEAPS: A discrete neural sampler via locally equivariant networks ICML 2025 Learnability of Parameter-Bounded Bayes Nets AAAI 2025 Learning Causal Transition Matrix for Instance-dependent Label Noise AAAI 2025 Learning Subjective Label Distributions via Sociocultural Descriptors EMNLP 2025 MMAR: Towards Lossless Multi-Modal Auto-Regressive Probabilistic Modeling CVPR 2025 Most Probable Explanation in Probabilistic Answer Set Programming IJCAI 2025 Neural Representational Consistency Emerges from Probabilistic Neural-Behavioral Representation Alignment ICML 2025 Nonisotropic Gaussian Diffusion for Realistic 3D Human Motion Prediction CVPR 2025 NUTMEG: Separating Signal From Noise in Annotator Disagreement EMNLP 2025 Oddballness: universal anomaly detection with language models COLING 2025 On Definite Iterated Belief Revision with Belief Algebras IJCAI 2025 On Discriminative Probabilistic Modeling for Self-Supervised Representation Learning ICLR 2025 On the Relationship Between Monotone and Squared Probabilistic Circuits AAAI 2025 Optimizing Hidden Markov Language Models: An Empirical Study of Reparameterization and Initialization Techniques NAACL 2025 pEBR: A Probabilistic Approach to Embedding Based Retrieval EMNLP 2025 Position: The Future of Bayesian Prediction Is Prior-Fitted ICML 2025 Probabilistic Learning to Defer: Handling Missing Expert Annotations and Controlling Workload Distribution ICLR 2025 Probabilistic Multimodal Learning with von Mises-Fisher Distributions IJCAI 2025 Probabilistic Prototype Calibration of Vision-language Models for Generalized Few-shot Semantic Segmentation ICCV 2025 Probabilistic Soundness Guarantees in LLM Reasoning Chains EMNLP 2025 ProbMED: A Probabilistic Framework for Medical Multimodal Binding ICCV 2025 ProbPose: A Probabilistic Approach to 2D Human Pose Estimation CVPR 2025 ProHOC: Probabilistic Hierarchical Out-of-Distribution Classification via Multi-Depth Networks CVPR 2025 ProPose: Probabilistic 3D Human Pose Estimation with Instance-Level Distribution and Normalizing Flow AAAI 2025