Paper Citation Record · LEDGER

Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 34 inbound Pith citation observations for arXiv:2411.19108.

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

pith.paper-citation-record.v1
2411.19108 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 34 of 34 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T17:42:57.175316Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

2
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 23ff9b97-c615-43f4-97c7-9672e6d21f9e · inbound

SkyReels-V2: Infinite-length Film Generative Model cites this paper.

SkyReels-V2: Infinite-length Film Generative Model Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 70

Resolution: verified exact; arxiv_id, observed 2026-05-14T20:23:04.175073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5128d671-546f-4ca8-968a-a7093d41c047 · inbound

Block-wise Adaptive Caching for Accelerating Diffusion Policy cites this paper.

Block-wise Adaptive Caching for Accelerating Diffusion Policy Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-19T09:37:14.018847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 88147c4c-c151-485e-8aa9-0310db47931c · inbound

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models cites this paper.

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T17:42:57.175316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 596a2ecd-0443-4861-b185-fa1035d94e85 · inbound

Predictive Feature Caching for Training-free Acceleration of Molecular Geometry Generation cites this paper.

Predictive Feature Caching for Training-free Acceleration of Molecular Geometry Generation Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T11:28:53.808272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99207b72-0724-4085-8857-5336985bab56 · inbound

DriveGen3D: Boosting Feed-Forward Driving Scene Generation with Efficient Video Diffusion cites this paper.

DriveGen3D: Boosting Feed-Forward Driving Scene Generation with Efficient Video Diffusion Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T09:29:18.284363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd583a41-a96d-41f9-b6cc-d24ea91d6a8e · inbound

FSampler: Training Free Acceleration of Diffusion Sampling via Epsilon Extrapolation cites this paper.

FSampler: Training Free Acceleration of Diffusion Sampling via Epsilon Extrapolation Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T22:44:26.672923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ddc2c0c-9ce7-4a16-be34-85ed0b4e524d · inbound

AdaCorrection: Adaptive Offset Cache Correction for Accurate Diffusion Transformers cites this paper.

AdaCorrection: Adaptive Offset Cache Correction for Accurate Diffusion Transformers Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-15T22:56:50.233337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation aa83b434-9a06-49d1-8ac5-e521094465c5 · inbound

EchoTorrent: Towards Swift, Sustained, and Streaming Multi-Modal Video Generation cites this paper.

EchoTorrent: Towards Swift, Sustained, and Streaming Multi-Modal Video Generation Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 63

Resolution: verified exact; arxiv_id, observed 2026-05-15T22:20:22.287438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0b272dd6-30e5-4b0e-bc5d-a57b64d2d314 · inbound

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

World Action Models are Zero-shot Policies Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 67

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:18:15.469639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 34ad50a2-82bd-4c20-ad16-8b8f12bd337c · inbound

Video Compression Meets Video Generation: Latent Inter-Frame Pruning with Attention Recovery cites this paper.

Video Compression Meets Video Generation: Latent Inter-Frame Pruning with Attention Recovery Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 18

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T16:06:14.418946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c7dce964-90d9-418b-ac6d-16c3ef17a8f8 · 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 Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 34

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T10:24:20.659062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 73f6179f-ca26-4b7f-ab34-2a4b91b57476 · 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 Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:56:05.142805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 23c93f6a-761c-45cb-bb48-dc6d9d55f282 · inbound

Characterizing Vision-Language-Action Models across XPUs: Constraints and Acceleration for On-Robot Deployment cites this paper.

Characterizing Vision-Language-Action Models across XPUs: Constraints and Acceleration for On-Robot Deployment Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:16:50.467440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3aadcf42-6994-41ab-ae46-43d194d47158 · inbound

AtlasVid: Efficient Ultra-High-Resolution Long Video Generation via Decoupled Global-Local Modeling cites this paper.

AtlasVid: Efficient Ultra-High-Resolution Long Video Generation via Decoupled Global-Local Modeling Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-20T18:28:53.013341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a5824871-4c89-4655-ba9f-4d591bb00c7a · inbound

Focused Forcing: Content-Aware Per-Frame KV Selection for Efficient Autoregressive Video Diffusion cites this paper.

Focused Forcing: Content-Aware Per-Frame KV Selection for Efficient Autoregressive Video Diffusion Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-20T11:23:14.168529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1193c6b6-a676-4e3d-aa01-32d9926ae537 · inbound

Spectral Progressive Diffusion for Efficient Image and Video Generation cites this paper.

Spectral Progressive Diffusion for Efficient Image and Video Generation Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-20T11:08:13.349071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f2fe85cf-9e4a-483a-8c78-af1a6b3fd9bd · inbound

Spectral Progressive Diffusion for Efficient Image and Video Generation cites this paper.

Spectral Progressive Diffusion for Efficient Image and Video Generation Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-21T07:54:02.712237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 94ea5273-b1cc-4a6d-9e9a-8d1252fcc66d · inbound

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

Dynamic Video Generation: Shaping Video Generation Across Time and Space Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-21T05:43:58.810613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6c723690-45c4-4979-a3ed-a63dc9f0d2ab · 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 Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-06-29T19:43:54.744249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f0cb74a3-f572-4ff2-a896-8913fec8aa24 · inbound

Light Interaction: Training-Free Inference Acceleration for Interactive Video World Models cites this paper.

Light Interaction: Training-Free Inference Acceleration for Interactive Video World Models Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:26:00.128745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation da5311e7-4d0e-45cd-a281-d8e4310f9915 · inbound

Fewer, Better Frames: A Compute-Normalized Proof of Concept for Coherence-First World-Model Rendering with Model-Guided FSR4 Frame Generation cites this paper.

Fewer, Better Frames: A Compute-Normalized Proof of Concept for Coherence-First World-Model Rendering with Model-Guided FSR4 Frame Generation Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-06-30T22:25:06.899597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 677d0f7e-6ce2-4926-84f0-a23980fc6713 · inbound

Dream-Tac: A Unified Tactile World Action Model for Contact-Rich Robot Manipulation cites this paper.

Dream-Tac: A Unified Tactile World Action Model for Contact-Rich Robot Manipulation Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-07-02T23:27:26.788785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 420336ef-e186-4a1b-93ab-92ec8e0f8e6e · inbound

Holding the FP8 Quality Ceiling at 8-Bit Weights and Activations: INT8 and GGUF Post-Training Quantization of Ideogram 4.0 for Consumer GPUs cites this paper.

Holding the FP8 Quality Ceiling at 8-Bit Weights and Activations: INT8 and GGUF Post-Training Quantization of Ideogram 4.0 for Consumer GPUs Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-07-03T10:17:58.014988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 23a8b186-74c6-4cfb-b00d-d4be89084a78 · inbound

Token-Operations-Oriented Inference Optimization Techniques for Large Models cites this paper.

Token-Operations-Oriented Inference Optimization Techniques for Large Models Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 70

Resolution: verified exact; arxiv_id, observed 2026-07-04T05:09:36.661609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9ab818e2-6e84-40f3-9a27-5b79999ae9de · inbound

Token-Operations-Oriented Inference Optimization Techniques for Large Models cites this paper.

Token-Operations-Oriented Inference Optimization Techniques for Large Models Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-02T10:49:05.219314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ca74a97-562f-4df5-9db9-b55da7dd1a56 · inbound

Sol Video Inference Engine: Agent-Native Full-Stack Acceleration Framework for Efficient Video Generation cites this paper.

Sol Video Inference Engine: Agent-Native Full-Stack Acceleration Framework for Efficient Video Generation Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-04T08:49:41.599222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 300fca46-9e07-43c6-9023-f235cc07afd3 · inbound

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

OTCache: Optimal Transport for Geometry-Aware Caching in Diffusion Models Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 23

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T06:25:26.872128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a3120385-6d3b-49f7-9644-9cd9fb06c511 · inbound

Dynamic-in-Few-Step: Unifying Dynamic Computation and Few-Step Distillation for Efficient Video Generation cites this paper.

Dynamic-in-Few-Step: Unifying Dynamic Computation and Few-Step Distillation for Efficient Video Generation Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-07-11T01:07:45.288467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f425a1f5-fdf3-410c-8feb-a0ac9bdfc956 · inbound

Xema: Efficient Diffusion Serving through Fine-Grained Memory Management and Auto-Configuration cites this paper.

Xema: Efficient Diffusion Serving through Fine-Grained Memory Management and Auto-Configuration Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-14T06:49:04.349040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54f1dcd7-6302-4b01-b054-f79e9c877697 · inbound

Kaleido: Algorithm-Hardware Co-Design for Video Diffusion Transformers by Exploiting Latent Space Correlations cites this paper.

Kaleido: Algorithm-Hardware Co-Design for Video Diffusion Transformers by Exploiting Latent Space Correlations Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T03:51:47.570733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65fd817b-e886-4c5e-947a-82f23374cf2c · 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 Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T22:45:26.485433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d04fc2e6-1b1e-4271-83d8-c7f9953015dc · 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 Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T03:30:24.903157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e9351c1-0cf5-4daa-a4cf-08e24974e79b · inbound

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

OmniCache: Multidimensional Hierarchical Feature Caching For Diffusion Models Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-30T10:48:14.729096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c797104-23ac-4f2d-8747-6bb3179068d2 · inbound

TaoMate: Anchor-Guided Memory Bridging Evolving and Reference States for Real-Time Audio-Video Digital Human Generation cites this paper.

TaoMate: Anchor-Guided Memory Bridging Evolving and Reference States for Real-Time Audio-Video Digital Human Generation Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-31T17:08:12.727266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.