Skip to content
conftrace_

generative factor

11 papers

Explore in graph

Co-occurring keywords · papers mentioning both

representation learning (5) disentangled representation (4) inductive bia (3) latent variable (3) generative model (3) variational autoencoder (2) weakly supervised learning (2) unsupervised learning (2) text domain (1) sparse prior (1)

Papers

From Causal to Concept-Based Representation Learning NeurIPS 2024 Revisiting Disentanglement in Downstream Tasks: A Study on Its Necessity for Abstract Visual Reasoning AAAI 2024 C-Disentanglement: Discovering Causally-Independent Generative Factors under an Inductive Bias of Confounder NeurIPS 2023 Differentiable Random Partition Models NeurIPS 2023 Visual Representation Learning Does Not Generalize Strongly Within the Same Domain ICLR 2022 Benchmarks, Algorithms, and Metrics for Hierarchical Disentanglement ICML 2021 Demystifying Inductive Biases for (Beta-)VAE Based Architectures ICML 2021 Learning disentangled representations via product manifold projection ICML 2021 Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding ICLR 2021 Unsupervised Representation Disentanglement of Text: An Evaluation on Synthetic Datasets ACL 2021 Robust Disentanglement of a Few Factors at a Time using rPU-VAE NeurIPS 2020