Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 61 inbound Pith citation observations for arXiv:2408.12588.
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
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T12:38:39.465001Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T08:49:41.578583Z
0 of 0 outbound references displayed
External citation measurements
No source-named external measurement is stored.
No outbound reference observations are available for this paper version.
Observation e010d170-4e2b-4d2b-9aff-50ddd3b83e72 · inbound
PipeFusion: Patch-level Pipeline Parallelism for Diffusion Transformers Inference Real-Time Video Generation with Pyramid Attention Broadcast
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 068449c1-770e-4e67-ab01-2487027d9d06 · inbound
Movie Gen: A Cast of Media Foundation Models Real-Time Video Generation with Pyramid Attention Broadcast
Reference 84
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation cee3c71a-f9f1-4e0d-8d45-d9a4c857d519 · inbound
SmoothCache: A Universal Inference Acceleration Technique for Diffusion Transformers Real-Time Video Generation with Pyramid Attention Broadcast
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce6e9dfb-a30d-44af-8c5d-c5d39ae81a75 · inbound
Unveiling Redundancy in Diffusion Transformers (DiTs): A Systematic Study Real-Time Video Generation with Pyramid Attention Broadcast
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46fe8d79-f749-4c89-9565-3b448c4eb1f2 · inbound
Importance-Based Token Merging for Efficient Image and Video Generation Real-Time Video Generation with Pyramid Attention Broadcast
Reference 116
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 672a973f-3971-48f5-8845-8eee16213a04 · inbound
Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Real-Time Video Generation with Pyramid Attention Broadcast
Reference 72
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f632e71-6d94-470b-b1bc-91110b680118 · inbound
Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model Real-Time Video Generation with Pyramid Attention Broadcast
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75e8dcef-507e-4fe9-83d0-8d63de4a5069 · inbound
TinyFusion: Diffusion Transformers Learned Shallow Real-Time Video Generation with Pyramid Attention Broadcast
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b70e556b-5831-460d-97b5-4b46cd980b7c · inbound
HunyuanVideo: A Systematic Framework For Large Video Generative Models Real-Time Video Generation with Pyramid Attention Broadcast
Reference 101
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 073c8912-cab0-4b02-b246-79031ed54629 · inbound
AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration Real-Time Video Generation with Pyramid Attention Broadcast
Reference 64
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e7d53d8-7a6c-42d1-91c4-4c58c204d380 · inbound
IDEA-Bench: How Far are Generative Models from Professional Designing? Real-Time Video Generation with Pyramid Attention Broadcast
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0844f17-2e4e-47b9-b686-c70c90f1498c · inbound
Accelerating Diffusion Transformer via Error-Optimized Cache Real-Time Video Generation with Pyramid Attention Broadcast
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab7559ef-dab5-4f84-a086-e5305e5ff3ba · inbound
Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity Real-Time Video Generation with Pyramid Attention Broadcast
Reference 69
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66cc62c7-cdbc-4ebc-a43a-82c162f99ce3 · inbound
Efficient-vDiT: Efficient Video Diffusion Transformers With Attention Tile Real-Time Video Generation with Pyramid Attention Broadcast
Reference 64
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b35e6825-cabb-467f-9470-c2af8496806b · inbound
VGDFR: Diffusion-based Video Generation with Dynamic Latent Frame Rate Real-Time Video Generation with Pyramid Attention Broadcast
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f66b2f5-b20b-4c08-9b75-e089b1d87516 · inbound
Aquarius: A Family of Industry-Level Video Generation Models for Marketing Scenarios Real-Time Video Generation with Pyramid Attention Broadcast
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7bc723fc-7583-491e-bcb1-8fd552838521 · inbound
dKV-Cache: The Cache for Diffusion Language Models Real-Time Video Generation with Pyramid Attention Broadcast
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7657eb02-3f05-4b87-9b56-aa67632c1233 · inbound
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 30e5a746-e8e1-4266-af0e-8df43ff5936d · inbound
Memory-Efficient Visual Autoregressive Modeling with Scale-Aware KV Cache Compression Real-Time Video Generation with Pyramid Attention Broadcast
Reference 80
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7785b33f-34ad-4b07-b343-b05afabecfbd · inbound
Sparse-vDiT: Unleashing the Power of Sparse Attention to Accelerate Video Diffusion Transformers Real-Time Video Generation with Pyramid Attention Broadcast
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a29a636d-498e-411d-97d0-6021e513c632 · inbound
Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Real-Time Video Generation with Pyramid Attention Broadcast
Reference 73
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84245383-cba9-4a01-a43b-05d640fb7874 · inbound
DDiT: Dynamic Resource Allocation for Diffusion Transformer Model Serving Real-Time Video Generation with Pyramid Attention Broadcast
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3980b98c-70c9-4aeb-8e45-b794432a471d · inbound
PromptTea: Let Prompts Tell TeaCache the Optimal Threshold Real-Time Video Generation with Pyramid Attention Broadcast
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation edd3f45b-cc1b-4de1-9d62-6b5636f36a25 · inbound
EC-Diff: Fast and High-Quality Edge-Cloud Collaborative Inference for Diffusion Models Real-Time Video Generation with Pyramid Attention Broadcast
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ef35527-f37a-4f1b-a32b-511092a18b0b · inbound
TaoCache: Structure-Maintained Video Generation Acceleration Real-Time Video Generation with Pyramid Attention Broadcast
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a1faab66-0305-46d0-a4c1-b0635b35f7ac · inbound
Forecast then Calibrate: Feature Caching as ODE for Efficient Diffusion Transformers Real-Time Video Generation with Pyramid Attention Broadcast
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c388957f-a811-4dc3-b526-d985494b933b · inbound
OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models Real-Time Video Generation with Pyramid Attention Broadcast
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e0dc6b6-da1c-4072-aaba-7b008e3e1c19 · inbound
DiTReducio: A Training-Free Acceleration for DiT-Based TTS via Progressive Calibration Real-Time Video Generation with Pyramid Attention Broadcast
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b8c803f-53b2-4c72-bd44-bc0f096d354a · inbound
Compute Only 16 Tokens in One Timestep: Accelerating Diffusion Transformers with Cluster-Driven Feature Caching Real-Time Video Generation with Pyramid Attention Broadcast
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 213073bc-1f5e-48e7-a2a7-c5985a481b39 · inbound
Training Agents Inside of Scalable World Models Real-Time Video Generation with Pyramid Attention Broadcast
Reference 82
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation eaecef53-ef6a-4cd7-b6e1-7c7510dedc9a · inbound
Timeripple: Accelerating vDiTs by Understanding the Spatio-Temporal Correlations in Latent Space Real-Time Video Generation with Pyramid Attention Broadcast
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02255014-b988-4b05-a6a1-cc89ab91f82e · inbound
Transition Matching Distillation for Fast Video Generation Real-Time Video Generation with Pyramid Attention Broadcast
Reference 65
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b01f8fe-0205-4c2f-9326-9a82cef5fa74 · inbound
DisCa: Accelerating Video Diffusion Transformers with Distillation-Compatible Learnable Feature Caching Real-Time Video Generation with Pyramid Attention Broadcast
Reference 77
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d78a80ee-8e15-4364-9189-f156b577fc84 · inbound
Not All Frames Deserve Full Computation: Accelerating Autoregressive Video Generation via Selective Computation and Predictive Extrapolation Real-Time Video Generation with Pyramid Attention Broadcast
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b0a3a65f-1623-4fba-8c91-6d93e22dcc3b · inbound
Efficient Video Diffusion Models: Advancements and Challenges Real-Time Video Generation with Pyramid Attention Broadcast
Reference 195
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation eb461fd8-b479-4d47-8b89-be873c7378a5 · inbound
LayerCache: Exploiting Layer-wise Velocity Heterogeneity for Efficient Flow Matching Inference Real-Time Video Generation with Pyramid Attention Broadcast
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 12344ac0-8d9f-4568-9f14-9af0a6bd1d70 · inbound
AdaCluster: Adaptive Query-Key Clustering for Sparse Attention in Video Generation Real-Time Video Generation with Pyramid Attention Broadcast
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1f827d4c-fafe-42bb-9bfa-b52346df6e5d · inbound
DynamicRad: Content-Adaptive Sparse Attention for Long Video Diffusion Real-Time Video Generation with Pyramid Attention Broadcast
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f83863ed-fd8f-49ce-b954-9ff1cc1234e8 · inbound
Characterizing Vision-Language-Action Models across XPUs: Constraints and Acceleration for On-Robot Deployment Real-Time Video Generation with Pyramid Attention Broadcast
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e5fdcba2-958b-4d91-99d8-f9350e9dce32 · inbound
Motion-Aware Caching for Efficient Autoregressive Video Generation Real-Time Video Generation with Pyramid Attention Broadcast
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4e019637-7fa0-41b1-8de5-06c55e604d95 · inbound
Motion-Aware Caching for Efficient Autoregressive Video Generation Real-Time Video Generation with Pyramid Attention Broadcast
Reference 78
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c6299bef-1d0e-44fc-b694-a5a54f283cb3 · inbound
ORBIS: Output-Guided Token Reduction with Distribution-Aware Matching for Video Diffusion Acceleration Real-Time Video Generation with Pyramid Attention Broadcast
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6af77109-ee12-42cb-b6a4-fe3a47666843 · inbound
VDE: Training-Free Accelerating Rectified Flow Model via Velocity Decomposition and Estimation Real-Time Video Generation with Pyramid Attention Broadcast
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation bbb4e3e7-53d3-4596-8fa5-d6c474d32df8 · inbound
PARE: Pruning and Adaptive Routing for Efficient Video Generation Real-Time Video Generation with Pyramid Attention Broadcast
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c68db5b6-5e09-463e-89ce-b040355a21c6 · inbound
Light Interaction: Training-Free Inference Acceleration for Interactive Video World Models Real-Time Video Generation with Pyramid Attention Broadcast
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 842281c1-60fc-4780-8e29-aba43cb49549 · inbound
Fewer, Better Frames: A Compute-Normalized Proof of Concept for Coherence-First World-Model Rendering with Model-Guided FSR4 Frame Generation Real-Time Video Generation with Pyramid Attention Broadcast
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation cac81f9f-2acf-4e1a-9bf3-2a3ee63dd643 · inbound
RhymeFlow: Training-Free Acceleration for Video Generation with Asynchronous Denoising Flow Scheduling Real-Time Video Generation with Pyramid Attention Broadcast
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9d7d5444-7977-45f9-b025-9ba02baa1513 · inbound
Sol Video Inference Engine: Agent-Native Full-Stack Acceleration Framework for Efficient Video Generation Real-Time Video Generation with Pyramid Attention Broadcast
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 006a01c5-e1d3-44b8-b593-fc918bc26bab · inbound
OTCache: Optimal Transport for Geometry-Aware Caching in Diffusion Models Real-Time Video Generation with Pyramid Attention Broadcast
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 01887001-f51b-4e49-9ffa-6418cc2abb74 · inbound
ACID: Adaptive Caching for vIDeo generation Real-Time Video Generation with Pyramid Attention Broadcast
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad384f00-2226-461c-99bf-5e69ebc8d22a · inbound
Kaleido: Algorithm-Hardware Co-Design for Video Diffusion Transformers by Exploiting Latent Space Correlations Real-Time Video Generation with Pyramid Attention Broadcast
Reference 96
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2dafe89c-a4cc-4487-9aa1-3e3919d928b3 · inbound
DiTango: Cost-Effective Parallel Diffusion Generation with Selective Attention State Reuse Real-Time Video Generation with Pyramid Attention Broadcast
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64fb3c06-070c-44dc-bdec-10ebe130ec50 · inbound
JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Real-Time Video Generation with Pyramid Attention Broadcast
Reference 93
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03d1f7ac-5ffe-4123-aad8-7aaf29ac69ac · inbound
Importance-Aware OBS Pruning for Diffusion Models Real-Time Video Generation with Pyramid Attention Broadcast
Reference 67
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e2b6289-1421-4c2c-9b1b-867bc50fb1c8 · inbound
CachedSearch: Training-Free Cached Exploration for Test-Time Search in Video Diffusion Real-Time Video Generation with Pyramid Attention Broadcast
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d7c537c2-74be-4508-8119-22a9dbd5111e · inbound
OmniCache: Multidimensional Hierarchical Feature Caching For Diffusion Models Real-Time Video Generation with Pyramid Attention Broadcast
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3458ba6d-8838-4a3d-b5e5-9e1b77ccafd6 · inbound
MXAttention: Data-Free Optimal Scaling and Pre-Normalization Quantization for MXFP4 Attention Real-Time Video Generation with Pyramid Attention Broadcast
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 48a79f2f-3cef-4e21-8e90-78734aad181c · inbound
EchoCache: Energy-Guided Cross-Modal Caching for Efficient Audio-Driven Video Generation Real-Time Video Generation with Pyramid Attention Broadcast
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fce78ba5-26da-44d5-a3a7-ff24274c5ae2 · inbound
Token Radius Attention for Efficient Video Generation Real-Time Video Generation with Pyramid Attention Broadcast
Reference 108
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 335452dc-9705-4d37-9bf0-6bf1cf147e36 · inbound
Deltoris: Enabling Real-time VLA Inference in Embodied AI via Bit-level Sparsity and Speculative Inference Real-Time Video Generation with Pyramid Attention Broadcast
Reference 110
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a37a188b-8371-436b-a28c-e209c62bb7b9 · inbound
BRACE: Taming Sharp Irregularities via Barycentric Rational Forecasting for Fast Diffusion Transformers Inference Real-Time Video Generation with Pyramid Attention Broadcast
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.