| Sep 29, 2026 |
DRIFT: Disentangled Responsive-Invariant Flow Transport for Single-Cell Perturbation Prediction accepted at the GDDL workshop, NeurIPS 2026.
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| Sep 28, 2026 |
Improved Sampling Schedules for Discrete Diffusion Models accepted at the PRIGM workshop, NeurIPS 2026.
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| Sep 2, 2026 |
New preprint: DRIFT: Disentangled Responsive-Invariant Flow Transport for Single-Cell Perturbation Prediction.
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| Jun 15, 2026 |
New preprint: DIPHINE: Diffusion-based Φ-ID Neural Estimator.
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| Feb 15, 2026 |
New preprint: Improved Sampling Schedules for Discrete Diffusion Models.
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| Jan 20, 2026 |
TENDE: Transfer Entropy Neural Diffusion Estimation accepted at AISTATS 2026. paper
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| Jan 19, 2026 |
PhD thesis online: Harnessing Multimodality: Diffusion-Based Generative Modeling and Information Estimation.
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| May 1, 2025 |
Learning to Match Unpaired Data with Minimum Entropy Coupling accepted at ICML 2025. paper
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| Mar 11, 2025 |
New preprint: Learning to Match Unpaired Data with Minimum Entropy Coupling.
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| May 2, 2024 |
SΩI accepted at ICML 2024 as an oral presentation (top 1.5%). paper
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| Apr 5, 2024 |
Multi-modal Latent Diffusion published in Entropy, special issue on Deep Generative Modeling: Theory and Applications. paper
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| Feb 9, 2024 |
New preprint: SΩI: Score-based O-Information Estimation.
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| Jan 16, 2024 |
MINDE accepted at ICLR 2024. paper
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| Nov 27, 2023 |
Masked Multi-time Diffusion for Multi-modal Generative Modeling accepted at the NeurIPS 2023 Workshop on Diffusion Models. paper, poster
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| Oct 13, 2023 |
New preprint: MINDE: Mutual Information Neural Diffusion Estimation.
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| Jun 7, 2023 |
New preprint: Multi-modal Latent Diffusion.
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