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Improve score and flow matching #1435

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manuelgloeckler opened this issue Mar 13, 2025 · 0 comments
Open

Improve score and flow matching #1435

manuelgloeckler opened this issue Mar 13, 2025 · 0 comments
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enhancement New feature or request hackathon score-matching-performance Improving the performance of score- and flow-matching methods

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@manuelgloeckler
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manuelgloeckler commented Mar 13, 2025

🚀 Feature Request

Is your request related to a problem?

Following the recent hackathon, we implemented basic infrastructure for score and flow matching, but currently, their performance lags behind (issue #1374). One major issue is suboptimal default parameter settings and improper training approaches. Additionally, some features are lacking (issue #1226). Despite similarities, flow and score matching remain disconnected.

Describe the solution you'd like

To address these issues, improvements in performance and feature sets are crucial.

📌 Additional Context

There are several related tasks; if you identify others, please add them. For context:

@manuelgloeckler manuelgloeckler added enhancement New feature or request score-matching-performance Improving the performance of score- and flow-matching methods hackathon labels Mar 13, 2025
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Labels
enhancement New feature or request hackathon score-matching-performance Improving the performance of score- and flow-matching methods
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