"generative model" Papers

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Advancing Graph Generation through Beta Diffusion

Xinyang Liu, Yilin He, Bo Chen et al.

ICLR 2025arXiv:2406.09357
5
citations

BrainFlow: A Holistic Pathway of Dynamic Neural System on Manifold

Zhixuan Zhou, Tingting Dan, Guorong Wu

NEURIPS 2025

CryoFM: A Flow-based Foundation Model for Cryo-EM Densities

Yi Zhou, Yilai Li, Jing Yuan et al.

ICLR 2025arXiv:2410.08631
5
citations

Generative Medical Segmentation

Jiayu Huo, Xi Ouyang, Sébastien Ourselin et al.

AAAI 2025paperarXiv:2403.18198
5
citations

Multi-domain Distribution Learning for De Novo Drug Design

Arne Schneuing, Ilia Igashov, Adrian Dobbelstein et al.

ICLR 2025arXiv:2508.17815
11
citations

ProSpero: Active Learning for Robust Protein Design Beyond Wild-Type Neighborhoods

Michal Kmicikiewicz, Vincent Fortuin, Ewa Szczurek

NEURIPS 2025arXiv:2505.22494
1
citations

DFlow: A Generative Model Combining Denoising AutoEncoder and Normalizing Flow for High Fidelity Waveform Generation

Chenfeng Miao, Qingying Zhu, Chen Minchuan et al.

ICML 2024

Equivariant Diffusion for Crystal Structure Prediction

Peijia Lin, Pin Chen, Rui Jiao et al.

ICML 2024arXiv:2512.07289
24
citations