latent factor

Discovering Temporally Compositional Neural Manifolds with Switching Infinite GPFA ICLR 2025 Disentangling Representations through Multi-task Learning ICLR 2025 ENCODER: Entity Mining and Modification Relation Binding for Composed Image Retrieval AAAI 2025 Factor Analysis with Correlated Topic Model for Multi-Modal Data AISTATS 2025 InfoNCE: Identifying the Gap Between Theory and Practice AISTATS 2025 Optimal Task Order for Continual Learning of Multiple Tasks ICML 2025 Reliability of Topic Modeling NAACL 2025 Towards Escaping from Class Dependency Modeling for Multi-Dimensional Classification ICML 2025 Causal Temporal Representation Learning with Nonstationary Sparse Transition NeurIPS 2024 Going beyond Compositions, DDPMs Can Produce Zero-Shot Interpolations ICML 2024 Identifying General Mechanism Shifts in Linear Causal Representations NeurIPS 2024 Identifying Latent State-Transition Processes for Individualized Reinforcement Learning NeurIPS 2024 Idiographic Personality Gaussian Process for Psychological Assessment NeurIPS 2024 On the Identifiability of Quantized Factors CLeaR 2024 Simple and scalable algorithms for cluster-aware precision medicine AISTATS 2024 Gacs-Korner Common Information Variational Autoencoder NeurIPS 2023 Generating Deep Questions with Commonsense Reasoning Ability from the Text by Disentangled Adversarial Inference ACL 2023 Identifiability Results for Multimodal Contrastive Learning ICLR 2023 Interventional Causal Representation Learning ICML 2023 Learning Group Importance using the Differentiable Hypergeometric Distribution ICLR 2023 Multifactor Sequential Disentanglement via Structured Koopman Autoencoders ICLR 2023 Structure Learning of Latent Factors via Clique Search on Correlation Thresholded Graphs ICML 2023 Undirected Probabilistic Model for Tensor Decomposition NeurIPS 2023 D-GCCA: Decomposition-based Generalized Canonical Correlation Analysis for Multi-view High-dimensional Data JMLR 2022 Disentanglement via Mechanism Sparsity Regularization: A New Principle for Nonlinear ICA CLeaR 2022