probabilistic modeling

Affective Processes: Stochastic Modelling of Temporal Context for Emotion and Facial Expression Recognition CVPR 2021 A generative nonparametric Bayesian model for whole genomes NeurIPS 2021 Amortized Variational Inference for Simple Hierarchical Models NeurIPS 2021 An Alternative Probabilistic Interpretation of the Huber Loss CVPR 2021 An unsupervised framework for tracing textual sources of moral change EMNLP 2021 A Probabilistic Interpretation of Self-Paced Learning with Applications to Reinforcement Learning JMLR 2021 A universal probabilistic spike count model reveals ongoing modulation of neural variability NeurIPS 2021 AutoDO: Robust AutoAugment for Biased Data With Label Noise via Scalable Probabilistic Implicit Differentiation CVPR 2021 Bayesian Argumentation-Scheme Networks: A Probabilistic Model of Argument Validity Facilitated by Argumentation Schemes EMNLP 2021 Bayesian Dynamic Mode Decomposition with Variational Matrix Factorization AAAI 2021 Bayesian Model-Agnostic Meta-Learning with Matrix-Valued Kernels for Quality Estimation ACL 2021 BERT-Beta: A Proactive Probabilistic Approach to Text Moderation EMNLP 2021 Bias and variance of the Bayesian-mean decoder NeurIPS 2021 Bubblewrap: Online tiling and real-time flow prediction on neural manifolds NeurIPS 2021 Comparing Symbolic Models of Language via Bayesian Inference (Student Abstract) AAAI 2021 Concentric mixtures of Mallows models for top-k rankings: sampling and identifiability ICML 2021 Conditional Temporal Neural Processes with Covariance Loss ICML 2021 Contributions of Propositional Content and Syntactic Category Information in Sentence Processing NAACL 2021 CSDI: Conditional Score-based Diffusion Models for Probabilistic Time Series Imputation NeurIPS 2021 DI-Fusion: Online Implicit 3D Reconstruction With Deep Priors CVPR 2021 Dynamic Probabilistic Graph Convolution for Facial Action Unit Intensity Estimation CVPR 2021 Efficient Sampling of Dependency Structure EMNLP 2021 Estimating the Number of Induced Subgraphs from Incomplete Data and Neighborhood Queries AAAI 2021 Event and Entity Coreference using Trees to Encode Uncertainty in Joint Decisions EMNLP 2021 ExCAR: Event Graph Knowledge Enhanced Explainable Causal Reasoning ACL 2021