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Paper Citation Record · LEDGER

Gumbel-Softmax Flow Matching with Straight-Through Guidance for Controllable Biological Sequence Generation

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2503.17361.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2503.17361 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:31:23.428568Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-11T05:13:38.251815Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 914c9004-f6a0-4422-8932-79947dd1f104 · inbound

PepTune: De Novo Generation of Therapeutic Peptides with Multi-Objective-Guided Discrete Diffusion cites this paper.

PepTune: De Novo Generation of Therapeutic Peptides with Multi-Objective-Guided Discrete Diffusion Gumbel-Softmax Flow Matching with Straight-Through Guidance for Controllable Biological Sequence Generation

Reference 2021

Resolution
verified exact
local_arxiv, observed 2026-08-11T05:13:38.265995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T05:13:37.800561Z digest=sha256:92422db1d438b1854c1f87457be96f0d2fef34c2b1fd97c85014be3b9495a7e5

Observation 4bef0d1d-3158-4b94-bb11-1cf626bb6921 · inbound

Multi-Objective-Guided Discrete Flow Matching for Controllable Biological Sequence Design cites this paper.

Multi-Objective-Guided Discrete Flow Matching for Controllable Biological Sequence Design Gumbel-Softmax Flow Matching with Straight-Through Guidance for Controllable Biological Sequence Generation

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-15T22:31:23.428568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:31:23.428568Z digest=sha256:422d24702e0a2c47cc3d6451342c6aca601a7e7ee7fab01651c4419d4f77e8ed