Paper Citation Record · LEDGER

From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 24 inbound Pith citation observations for arXiv:2503.06923.

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

pith.paper-citation-record.v1
2503.06923 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 24 of 24 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 24 of 24 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:51:05.401910Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-10T12:15:01.137692Z

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 8f1e34e4-af45-4e1e-a329-a8bf8030d791 · inbound

PAROAttention: Pattern-Aware ReOrdering for Efficient Sparse and Quantized Attention in Visual Generation Models cites this paper.

PAROAttention: Pattern-Aware ReOrdering for Efficient Sparse and Quantized Attention in Visual Generation Models From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T23:51:05.401910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48daf06f-c958-47d3-8c6d-87e1c8cd83f6 · inbound

FlashEdit: Decoupling Speed, Structure, and Semantics for Precise Image Editing cites this paper.

FlashEdit: Decoupling Speed, Structure, and Semantics for Precise Image Editing From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-21T22:30:44.124428Z

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.

Observation 702dc282-df19-4acd-8229-e890b72aa413 · inbound

Fast-SAM3D: 3Dfy Anything in Images but Faster cites this paper.

Fast-SAM3D: 3Dfy Anything in Images but Faster From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T04:22:47.610803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78db7401-7835-48d4-a34e-a0951a1f9590 · inbound

World Action Models are Zero-shot Policies cites this paper.

World Action Models are Zero-shot Policies From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

Reference 68

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:18:15.481810Z

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.

Observation c1fd5d38-b7a4-4086-855d-4b5fd94e95d4 · inbound

DiffSparse: Accelerating Diffusion Transformers with Learned Token Sparsity cites this paper.

DiffSparse: Accelerating Diffusion Transformers with Learned Token Sparsity From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-13T12:34:28.755596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42551d4a-22b7-49cd-9fc3-8263bb0e79b3 · inbound

Beyond Few-Step Inference: Accelerating Video Diffusion Transformer Model Serving with Inter-Request Caching Reuse cites this paper.

Beyond Few-Step Inference: Accelerating Video Diffusion Transformer Model Serving with Inter-Request Caching Reuse From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:50:56.179935Z

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.

Observation 4c5930a3-a57b-4162-84c9-f568d814af24 · inbound

DRIFT: Harnessing Inherent Fault Tolerance for Efficient and Reliable Diffusion Model Inference cites this paper.

DRIFT: Harnessing Inherent Fault Tolerance for Efficient and Reliable Diffusion Model Inference From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:35:58.660071Z

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.

Observation 3f6ef25c-e39a-4bd2-bb06-c9654286c533 · inbound

Training-free, Perceptually Consistent Low-Resolution Previews with High-Resolution Image for Efficient Workflows of Diffusion Models cites this paper.

Training-free, Perceptually Consistent Low-Resolution Previews with High-Resolution Image for Efficient Workflows of Diffusion Models From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:31:02.566347Z

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.

Observation 9b0e533a-f799-453c-a8fa-33a2cc0a65eb · inbound

CoCoDiff: Optimizing Collective Communications for Distributed Diffusion Transformer Inference Under Ulysses Sequence Parallelism cites this paper.

CoCoDiff: Optimizing Collective Communications for Distributed Diffusion Transformer Inference Under Ulysses Sequence Parallelism From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-10T10:24:20.620999Z

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.

Observation 6f3af851-a7d0-4e89-b664-c0491ef7974c · inbound

Efficient Video Diffusion Models: Advancements and Challenges cites this paper.

Efficient Video Diffusion Models: Advancements and Challenges From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

Reference 84

Resolution: verified exact; arxiv_id, observed 2026-05-10T09:03:25.755645Z

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.

Observation 414fff9f-13a8-4a05-ac7a-4f393892e2a5 · inbound

LayerCache: Exploiting Layer-wise Velocity Heterogeneity for Efficient Flow Matching Inference cites this paper.

LayerCache: Exploiting Layer-wise Velocity Heterogeneity for Efficient Flow Matching Inference From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:56:05.166400Z

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.

Observation 43e9dfbb-dd47-4ff0-add7-c0fc131caf2c · inbound

Motion-Aware Caching for Efficient Autoregressive Video Generation cites this paper.

Motion-Aware Caching for Efficient Autoregressive Video Generation From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:06:01.695155Z

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.

Observation 7dbf68a4-0b9a-4043-8f39-5bcb49efbffa · inbound

Motion-Aware Caching for Efficient Autoregressive Video Generation cites this paper.

Motion-Aware Caching for Efficient Autoregressive Video Generation From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-15T07:19:49.790547Z

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.

Observation a018baec-2199-4f56-a139-5400c0babc33 · inbound

Dynamic Video Generation: Shaping Video Generation Across Time and Space cites this paper.

Dynamic Video Generation: Shaping Video Generation Across Time and Space From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-21T05:43:58.825288Z

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.

Observation 9c23e474-74c9-4403-a2ae-0f99b2a9f5b6 · inbound

RT-Lynx: Putting the GEMM Sparsity In a Right Way for Diffusion Models cites this paper.

RT-Lynx: Putting the GEMM Sparsity In a Right Way for Diffusion Models From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-06-29T19:43:54.738490Z

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.

Observation 31c24ccf-edec-42e1-acd0-8dfdb3ef1d8a · inbound

Budget-Constrained Step-Level Diffusion Caching cites this paper.

Budget-Constrained Step-Level Diffusion Caching From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-03T14:28:31.566541Z

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.

Observation 26a6b0d1-9ff1-4e81-a81c-6a631e9b3d05 · inbound

ResilPhase: Plug-and-Play Phase Mapping and Noise-Resilient Macro-Trajectory Extrapolation for Diffusion Acceleration cites this paper.

ResilPhase: Plug-and-Play Phase Mapping and Noise-Resilient Macro-Trajectory Extrapolation for Diffusion Acceleration From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

Reference 72

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T13:39:50.672856Z

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.

Observation 9bff2d94-b189-4da7-bd70-cdbcd8d2685b · inbound

LearniBridge: Learnable Calibration of Feature Caching for Diffusion Models Acceleration cites this paper.

LearniBridge: Learnable Calibration of Feature Caching for Diffusion Models Acceleration From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T13:29:51.852099Z

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.

Observation 322df4c4-7459-4b74-b4fa-dafaa3d76407 · inbound

OTCache: Optimal Transport for Geometry-Aware Caching in Diffusion Models cites this paper.

OTCache: Optimal Transport for Geometry-Aware Caching in Diffusion Models From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T09:45:39.548917Z

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.

Observation 9b89574c-9e9e-4393-b5f3-490b22015e92 · inbound

ACID: Adaptive Caching for vIDeo generation cites this paper.

ACID: Adaptive Caching for vIDeo generation From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-02T06:40:19.546870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d741a96-6ae5-47fe-80ef-0fd3ad9a44f6 · inbound

CODA: Algorithm-Hardware Co-design for Edge Video Diffusion via NMP-Enabled Compute-Cache Operator Disaggregation cites this paper.

CODA: Algorithm-Hardware Co-design for Edge Video Diffusion via NMP-Enabled Compute-Cache Operator Disaggregation From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-02T00:49:38.216078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b84851b-9f73-4e9d-a4ba-60fbd5dac9a0 · inbound

DiTango: Cost-Effective Parallel Diffusion Generation with Selective Attention State Reuse cites this paper.

DiTango: Cost-Effective Parallel Diffusion Generation with Selective Attention State Reuse From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T22:45:26.772478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af3a0e18-3b64-4a10-86a4-00bae41edc90 · inbound

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models cites this paper.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-01T17:41:00.897682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f4c57c8-5f8d-478d-bd4e-cf050ca036f8 · inbound

OmniCache: Multidimensional Hierarchical Feature Caching For Diffusion Models cites this paper.

OmniCache: Multidimensional Hierarchical Feature Caching For Diffusion Models From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-30T10:48:14.801997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.