awesome-discrete-diffusion-models
A curated list for awesome discrete diffusion models resources.
https://github.com/kuleshov-group/awesome-discrete-diffusion-models
Last synced: 3 days ago
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Resources
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Blog Posts
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Papers
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Talks
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Papers
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Papers <a name="papers"></a>
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Discrete Flows <a name="flows"></a>
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Surveys <a name="surveys"></a>
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Guidance Mechanisms <a name="guidance"></a>
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Applications <a name="applications"></a>
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Samplers <a name="samplers"></a>
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Custom Noise Processes <a name="custom"></a>
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Discrete Diffusion with Discrete Noise <a name="discrete"></a>
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Discrete Diffusion with Gaussian Noise <a name="gaussian"></a>
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Inference Acceleration <a name="acceleration"></a>
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Theory <a name="theory"></a>
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Introductory Materials <a name="introduction"></a>
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Contribution
- Subham Sahoo - schiff.github.io/). Feel free to send [pull requests](https://github.com/isjakewong/awesome-discrete-diffusion-models/pulls) to add more papers! Papers must be added in a chronological sequence, with the most recent accepted papers taking precedence over unaccepted papers. Please use the following format:
Categories
Sub Categories
Papers
20
Discrete Diffusion with Discrete Noise <a name="discrete"></a>
13
Applications <a name="applications"></a>
8
Custom Noise Processes <a name="custom"></a>
5
Discrete Diffusion with Gaussian Noise <a name="gaussian"></a>
4
Guidance Mechanisms <a name="guidance"></a>
4
Inference Acceleration <a name="acceleration"></a>
3
Samplers <a name="samplers"></a>
3
Theory <a name="theory"></a>
3
Surveys <a name="surveys"></a>
2
Surveys
2
Discrete Flows <a name="flows"></a>
2