Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-20T00:26:58.820675Z
Paper Citation Record · LEDGER
Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster
As of 12 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2605.18204.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
18 of 18 outbound references displayed
- verified exact11
- verified fuzzy4
- unresolved0
- parse uncertain0
- malformed identifier1
- metadata mismatch2
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 60154b48-0d34-4e0f-b509-4d65a2974b68 · outbound
This paper cites librosa/librosa: 0.6.3.
Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster librosa/librosa: 0.6.3
Reference 1
- Resolution
- malformed identifier
- doi_truncated, observed 2026-05-20T00:27:53.441279Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b8feefa0-e895-4b3d-a315-ab0a53fb6452 · outbound
This paper cites DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models.
Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T06:50:38.345995Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b0a80db6-1677-4602-8710-766988ebb132 · outbound
This paper cites Simpler Diffusion (SiD2): 1.5 FID on ImageNet512 with pixel-space diffusion.
Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster Simpler Diffusion (SiD2): 1.5 FID on ImageNet512 with pixel-space diffusion
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T00:27:53.618112Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0184025c-2532-4360-997f-7e7a0ff2211e · outbound
This paper cites Categorical Reparameterization with Gumbel-Softmax.
Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster Categorical Reparameterization with Gumbel-Softmax
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-05-20T00:27:53.573837Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3eba1d1f-603b-4233-8de0-f482e5305ba1 · outbound
This paper cites Meng Liu, Keqiang Yan, Bora Oztekin, and Shuiwang Ji.
Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster Meng Liu, Keqiang Yan, Bora Oztekin, and Shuiwang Ji
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T00:27:54.052032Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2eb311e3-0fc4-43ed-b8ed-d80742b98485 · outbound
This paper cites Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution.
Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution
Reference 6
- Resolution
- verified exact
- local_arxiv, observed 2026-05-20T00:27:53.603689Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b51f5a43-acef-4413-8d55-c9e3b88017bc · outbound
This paper cites The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables.
Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables
Reference 7
- Resolution
- verified exact
- local_arxiv, observed 2026-05-20T00:27:53.597375Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 813d5fb0-b8c2-497d-9b20-c05e791ede55 · outbound
This paper cites TESS: Text-to-Text Self-Conditioned Simplex Diffusion.
Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster TESS: Text-to-Text Self-Conditioned Simplex Diffusion
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T00:27:53.624849Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0cbfb68c-659d-432d-b241-514733846a30 · outbound
This paper cites Compressed and smooth latent space for text diffusion modeling.arXiv preprint arXiv:2506.21170.
Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster Compressed and smooth latent space for text diffusion modeling.arXiv preprint arXiv:2506.21170
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T00:27:53.560342Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4841fb82-e49a-4b44-8ed2-75aa672d89a8 · outbound
This paper cites A corpus and cloze evaluation for deeper understanding of commonsense stories.
Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster A corpus and cloze evaluation for deeper understanding of commonsense stories
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T00:27:54.064859Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 016b8cf2-0133-41aa-855e-23e614997886 · outbound
This paper cites Simplified and Generalized Masked Diffusion for Discrete Data.
Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster Simplified and Generalized Masked Diffusion for Discrete Data
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T00:27:53.567554Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d9d3f48f-1572-47d4-bc1c-43321c405e57 · outbound
This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.
Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 13
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-20T00:27:53.590309Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 911e1f3c-9e4a-4745-80e6-9f0f2dfe7a01 · outbound
This paper cites Learning-Order Autoregressive Models with Application to Molecular Graph Generation.
Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster Learning-Order Autoregressive Models with Application to Molecular Graph Generation
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T00:27:53.551060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2a003d31-70e9-4b86-bdab-2c41e7cb1da5 · outbound
This paper cites Williams.
Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster Williams
Reference 15
- Resolution
- metadata mismatch
- doi, observed 2026-05-20T00:27:53.423988Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ced87f62-1a04-4cac-82c5-eec3723bf6bb · outbound
This paper cites One-step Diffusion Models with $f$-Divergence Distribution Matching.
Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster One-step Diffusion Models with $f$-Divergence Distribution Matching
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T00:27:53.611179Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 018f0eb5-4840-4495-9fd6-8bb44ebedb11 · outbound
This paper cites SeqDiffuSeq: Text Diffusion with Encoder-Decoder Transformers.
Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster SeqDiffuSeq: Text Diffusion with Encoder-Decoder Transformers
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T00:27:53.542455Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d0ec821d-c8ce-4f4c-a996-d7effd943ca7 · outbound
This paper cites (2019); Luo et al.
Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster (2019); Luo et al
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T00:27:54.060412Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 13c93969-6ded-493a-8833-e61827c2cad2 · outbound
This paper cites (2023) with6layers and6heads and an embedding size of512to parameterize the model, and a pretrained GPT-2 for PPL calculation.
Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster (2023) with6layers and6heads and an embedding size of512to parameterize the model, and a pretrained GPT-2 for PPL calculation
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T00:27:54.056526Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Pith citing papers
No inbound Pith citation observations are available.