Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:23:19.280451Z
Paper Citation Record · LEDGER
As of 19 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 4 inbound Pith citation observations for arXiv:2505.19151.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:23:19.280451Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-30T06:15:31.587641Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-30T07:14:22.098727Z
44 of 44 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 83739e9b-e260-4d81-b110-b24c34ea0b12 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Video generation models as world simulators.OpenAI Blog, 1:8, 2024
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 57896ec6-0005-48cf-bd2c-1d8ccedbeba4 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Accelerating Large Language Model Decoding with Speculative Sampling
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93c8b9db-c16a-4204-9b52-347a407ff249 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5a6e0ff-3382-49cb-8a27-99bc814577de · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Flashattention: Fast and memory-efficient exact attention with io-awareness.Advances in neural information processing systems, 35:16344–16359, 2022
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fdd5ca2c-142d-4cf8-938f-04d97eedff97 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation xDiT: an Inference Engine for Diffusion Transformers (DiTs) with Massive Parallelism
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e1166cab-06cb-4587-8384-aa44bd665e4b · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation USP: A Unified Sequence Parallelism Approach for Long Context Generative AI
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f97649ae-b460-4a86-8582-73ef56eeb3a2 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation DART: Denoising Autoregressive Transformer for Scalable Text-to-Image Generation
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e3db2ad-421a-4454-8101-2f335c5f2ca5 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Hybrid slm and llm for edge-cloud collaborative inference
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 32a71e4e-5367-4087-8fe9-b5d058b02be4 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Neighboring Autoregressive Modeling for Efficient Visual Generation
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c80a3f3-5bc8-4ebd-9a7c-65f456ff72bb · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Denoising diffusion probabilistic models.Advances in neural information processing systems, 33:6840–6851, 2020
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 368f66ed-6afa-4b24-9fc4-f8ad86e79a92 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Vbench: Comprehensive benchmark suite for video generative models
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 36668c6d-a7f3-424b-b0bf-d7f5938a2d4e · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation VACE: All-in-One Video Creation and Editing
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f675ee0-d14e-4ffd-bad3-a9103bf8d817 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Elucidating the design space of diffusion-based generative models.Advances in neural information processing systems, 35:26565–26577, 2022
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30ffba76-c36f-4bb8-b957-972de2ecf235 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation HunyuanVideo: A Systematic Framework For Large Video Generative Models
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 96750825-d69f-442a-aa84-61eeca8fb905 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Fast inference from transformers via speculative decoding
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4347f198-d93d-46a4-9a92-9a6b2f710147 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Distrifusion: Distributed parallel inference for high-resolution diffusion models
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1fa63ae8-95b5-411a-89ad-990748c89180 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Svdqunat: Absorbing outliers by low-rank components for 4-bit diffusion models.arXiv preprint arXiv:2411.05007, 2024
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f09680e-70d1-46f3-8398-866d0422960c · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ebebac64-1c84-49a8-a12f-9263e4c460ca · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Dpm-solver: A fast ode solver for diffusion probabilistic model sampling in around 10 steps.Advances in Neural Information Processing Systems, 35:5775–5787, 2022
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d219848-fc5c-45ea-aaba-824b16a43dbf · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6760978c-73a9-4cbf-82ef-f693c298c44c · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21667d9e-d2a3-460f-b8d0-d11e247a5492 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Scalable diffusion models with transformers
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd5954bc-d891-40e5-aff4-bde287735773 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Progressive Distillation for Fast Sampling of Diffusion Models
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad24e30e-8681-48ba-bfea-d2bc91e70925 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Denoising Diffusion Implicit Models
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a51188ef-76ce-4db4-848f-bcd9a142cd51 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Visual autoregressive modeling: Scalable image generation via next-scale prediction.Advances in neural information processing systems, 37:84839–84865, 2024
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 288dd0b0-9313-4895-86b1-20147b86e707 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Diffusers: State-of-the-art diffusion models.https://github.com/huggingface/diffusers, 2022
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0c48e13-fe26-4d08-91b3-f8aa3c2a4912 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Wan: Open and Advanced Large-Scale Video Generative Models
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8228e194-f61f-45a3-9053-8b93a8a7cd04 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Videocomposer: Compositional video synthesis with motion controllability
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87c090a7-12df-4eb3-8b43-8202a929d682 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation VideoLCM: Video Latent Consistency Model
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9eec0b7-8ffa-4c59-9654-c0fea11f90f6 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Image quality assessment: from error visibility to structural similarity.IEEE transactions on image processing, 13(4):600–612, 2004
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8d771b5-048a-45a7-b090-5ad7a2736fc3 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Dreamvideo: Composing your dream videos with customized subject and motion
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2ffaae10-867d-4714-a95f-b335ca6ab1f1 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Tsai, Jonas Kohler, Christian Rupprecht, Daniel Cremers, Peter Vajda, and Jialiang Wang
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f8d418c7-76de-43b7-b22c-e6b0efbc8a16 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f1a5f36-a9aa-44a7-afb5-99bb2d7bc144 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Hybrid SD: Edge-Cloud Collaborative Inference for Stable Diffusion Models
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f563f21-79bb-454a-9d02-3e6c902826bb · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d3f88fe-6b65-4ec6-b366-d71a33cbacab · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Sageattention: Accurate 8-bit attention for plug-and-play inference acceleration.arXiv preprint arXiv:2410.02367, 2024
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dfc1a281-3d20-48fe-8630-ffdb9703a735 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Packing input frame context in next-frame prediction models for video generation.arXiv preprint arXiv:2504.12626, 2025
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9d38952-c312-41e9-9780-b1b01273b6be · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation The unreasonable effectiveness of deep features as a perceptual metric
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28712f71-56da-4031-a358-c198f3531c75 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Cross-attention makes inference cumbersome in text-to-image diffusion models.arXiv e-prints, pages arXiv–2404, 2024
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d7fda6a0-f43b-4a3c-bf8e-40f48109f882 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Deepgemm: clean and efficient fp8 gemm kernels with fine-grained scaling.https://github.com/deepseek-ai/DeepGEMM, 2025
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fc23ec29-bbbc-4112-8213-f8fa7d6d831d · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation DSP: Dynamic Sequence Parallelism for Multi-Dimensional Transformers
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7657eb02-3f05-4b87-9b56-aa67632c1233 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Real-Time Video Generation with Pyramid Attention Broadcast
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54f1737e-df95-4da3-8404-1994b25c9985 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation Open-Sora: Democratizing Efficient Video Production for All
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation acbec1c4-5d89-49d3-b7ca-a0381a422fd8 · outbound
SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation The ship's hull is painted a rich brown, with tiny windows
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 543897e6-feb9-4e51-bf9a-f5129631b4b8 · inbound
Video Generation Models as World Models: Efficient Paradigms, Architectures and Algorithms SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation
Reference 86
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4a6c5c96-5a71-4434-b717-e8eb8fd95a25 · inbound
Efficient Video Diffusion Models: Advancements and Challenges SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation
Reference 243
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c059232e-c269-4869-92ae-151f26ba830d · inbound
Speculative Decoding for Autoregressive Video Generation SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 55c380f1-6f49-4032-9b93-b160c6ebe314 · inbound
EcoVideo: Entropy-Orchestrated Video Generation Paradigm in Cloud-Edge Dynamics SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.