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Papers
MGD:Mesh-guided Gaussians with Diffusion Priors for Dynamic Objects Reconstruction from Monocular RGB-D Video
AAAI 2026
Revealing the Invisible: Latent Structure Modeling for Semantically Consistent Cloud Removal
AAAI 2026
Identifiability and Estimation in High-Dimensional Nonparametric Latent Structure Models
COLT 2025
Interpretable Mnemonic Generation for Kanji Learning via Expectation-Maximization
EMNLP 2025
Memorization in Language Models through the Lens of Intrinsic Dimension
ACL 2025
Probing the Latent Hierarchical Structure of Data via Diffusion Models
ICLR 2025
Accept the Modality Gap: An Exploration in the Hyperbolic Space
CVPR 2024
Character-Level Chinese Dependency Parsing via Modeling Latent Intra-Word Structure
ACL 2024
Negative-Binomial Randomized Gamma Dynamical Systems for Heterogeneous Overdispersed Count Time Sequences
IJCAI 2024
Revisiting Structured Sentiment Analysis as Latent Dependency Graph Parsing
ACL 2024
Robust Spectral Clustering with Rank Statistics
JMLR 2024
Beam Tree Recursive Cells
ICML 2023
Controlling Posterior Collapse by an Inverse Lipschitz Constraint on the Decoder Network
ICML 2023
Learning Latent Structural Relations With Message Passing Prior
WACV 2023
Learning Noisy OR Bayesian Networks with Max-Product Belief Propagation
ICML 2023
Mode-constrained Model-based Reinforcement Learning via Gaussian Processes
AISTATS 2023
Multi-modal differentiable unsupervised feature selection
UAI 2023
Synthetic Combinations: A Causal Inference Framework for Combinatorial Interventions
NeurIPS 2023
Dynamic Nonlinear Matrix Completion for Time-Varying Data Imputation
AAAI 2022
Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder
ICML 2022
Improving Compositional Generalization with Latent Structure and Data Augmentation
NAACL 2022
Predicting Political Orientation in News with Latent Discourse Structure to Improve Bias Understanding
COLING 2022
Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures inside Arguments
COLING 2022
Towards Efficient Dialogue Pre-training with Transferable and Interpretable Latent Structure
EMNLP 2022
Cross-structural Factor-topic Model: Document Analysis with Sophisticated Covariates
ACML 2021