ICLR 2025 "variational autoencoders" Papers

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Generalization in VAE and Diffusion Models: A Unified Information-Theoretic Analysis

Qi Chen, Jierui Zhu, Florian Shkurti

ICLR 2025posterarXiv:2506.00849
2
citations

Manifold Learning by Mixture Models of VAEs for Inverse Problems

Giovanni S. Alberti, Johannes Hertrich, Matteo Santacesaria et al.

ICLR 2025posterarXiv:2303.15244
11
citations

PhyloVAE: Unsupervised Learning of Phylogenetic Trees via Variational Autoencoders

Tianyu Xie, David Harry Tyensoung Richman, Jiansi Gao et al.

ICLR 2025posterarXiv:2502.04730
4
citations

Support is All You Need for Certified VAE Training

Changming Xu, Debangshu Banerjee, Deepak Vasisht et al.

ICLR 2025posterarXiv:2504.11831