Pith. sign in

Paper Citation Record · LEDGER

Accelerated Diffusion Models via Speculative Sampling

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2501.05370.

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

pith.paper-citation-record.v1
2501.05370 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:35:39.166997Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T21:54:22.829731Z

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 8a401077-0a64-4b57-9a41-49104496e4be · inbound

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking cites this paper.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Accelerated Diffusion Models via Speculative Sampling

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T12:35:39.166997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:35:39.166997Z digest=sha256:bc62ae7d3d9c2d72a37cfd1f8023c74ec102606d6b382d87714f0255ffab0373

Observation 5a8c4109-0bdf-4b38-b94a-da12a55010be · inbound

Playing with Transformer at 30+ FPS via Next-Frame Diffusion cites this paper.

Playing with Transformer at 30+ FPS via Next-Frame Diffusion Accelerated Diffusion Models via Speculative Sampling

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T11:49:42.452683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:49:42.452683Z digest=sha256:7dd909caed5aba95c752f90571202951e83ec8339eaad65ef467304fbf76b59c

Observation 109a7f8b-787d-4817-9e88-45ae9145c5cb · inbound

Lipschitz-Guided Design of Interpolation Schedules in Generative Models cites this paper.

Lipschitz-Guided Design of Interpolation Schedules in Generative Models Accelerated Diffusion Models via Speculative Sampling

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-21T21:54:22.832789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-21T21:53:15.115078Z digest=sha256:3e052448460338c7440d39b51a8976e86bed454249eb8ababb3032e8190a83c7

Observation 3e5bb5b0-7209-4008-b6ac-cc86b1fa1910 · inbound

Structuring The Future: Diffusion LLM Speculative Decoding via Calibrated Draft Graphs cites this paper.

Structuring The Future: Diffusion LLM Speculative Decoding via Calibrated Draft Graphs Accelerated Diffusion Models via Speculative Sampling

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-04T15:58:12.935981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T15:58:12.935981Z digest=sha256:f3850b7181bcd614a1e03567429f7a2b8368fec4cec06f00c949d1a7529e6e0a

Observation 9e01fbb8-9ebf-41bf-a3f0-5ee27f7748e1 · inbound

Realtime-VLA FLASH: Speculative Inference Framework for Diffusion-based VLAs cites this paper.

Realtime-VLA FLASH: Speculative Inference Framework for Diffusion-based VLAs Accelerated Diffusion Models via Speculative Sampling

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-14T17:52:33.169482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-14T17:50:54.574805Z digest=sha256:23c6130c19d3e26322a05bb2073960f6eeaa3b3cff978ef4f61a1a7e77a7c60a

Observation ce4ac146-1880-4f17-b174-31b510ced4c0 · inbound

CachedSearch: Training-Free Cached Exploration for Test-Time Search in Video Diffusion cites this paper.

CachedSearch: Training-Free Cached Exploration for Test-Time Search in Video Diffusion Accelerated Diffusion Models via Speculative Sampling

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-01T03:30:23.407671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:30:23.407671Z digest=sha256:7d08b8c1bed2dc277cf41d33401a845db0c8c68b37c4579fe16a85aa69e0dbee