$\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers | Paper Citation Record

Observation bda1e552-a19d-49e0-b93b-4f92d2ecd09d · inbound

PipeFusion: Patch-level Pipeline Parallelism for Diffusion Transformers Inference cites this paper.

PipeFusion: Patch-level Pipeline Parallelism for Diffusion Transformers Inference $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-24T01:18:42.417629Z

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Observation c96f1cd2-e34a-4309-8427-9d264f50c971 · inbound

SmoothCache: A Universal Inference Acceleration Technique for Diffusion Transformers cites this paper.

SmoothCache: A Universal Inference Acceleration Technique for Diffusion Transformers $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 4

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Observation 62076883-2e1d-4705-ab13-20f91d19868c · inbound

Unveiling Redundancy in Diffusion Transformers (DiTs): A Systematic Study cites this paper.

Unveiling Redundancy in Diffusion Transformers (DiTs): A Systematic Study $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T18:47:22.668528Z

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Observation 947c3be2-8361-4234-b3b3-197ff336c250 · inbound

Importance-Based Token Merging for Efficient Image and Video Generation cites this paper.

Importance-Based Token Merging for Efficient Image and Video Generation $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T14:24:43.282309Z

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Observation 3378b0c8-7979-4a26-85fb-1edaa96330eb · inbound

Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model cites this paper.

Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T10:35:25.061390Z

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Observation 3b9c4a51-1a41-4d6d-83ab-925bb99cd93a · inbound

AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration cites this paper.

AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 6

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Observation 789654cd-b49d-4ddc-abc3-32384d30c970 · inbound

Token Pruning for Caching Better: 9 Times Acceleration on Stable Diffusion for Free cites this paper.

Token Pruning for Caching Better: 9 Times Acceleration on Stable Diffusion for Free $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T22:58:47.255296Z

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Observation 312a75ab-ac72-43d3-9ee4-dc7ac7352e56 · inbound

Accelerating Diffusion Transformer via Error-Optimized Cache cites this paper.

Accelerating Diffusion Transformer via Error-Optimized Cache $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-09T20:53:59.275735Z

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Observation db95ab49-8eaa-4020-b584-c102977fd18f · inbound

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity cites this paper.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T14:35:10.423423Z

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Observation 7521bd65-b7a4-4356-a2d8-bd11b823c636 · inbound

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation cites this paper.

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T00:55:10.992313Z

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Observation 8b16559a-7bba-48c5-88a3-9cce991a9e77 · inbound

Fast Video Generation with Sliding Tile Attention cites this paper.

Fast Video Generation with Sliding Tile Attention $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T22:37:42.017157Z

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Observation 42bab8db-d6b2-44bd-b9b1-8897b48f31ba · inbound

Aquarius: A Family of Industry-Level Video Generation Models for Marketing Scenarios cites this paper.

Aquarius: A Family of Industry-Level Video Generation Models for Marketing Scenarios $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T21:35:46.683588Z

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Observation 349bc805-8b78-4a77-807d-1ac1b2c57a1e · inbound

Attend to Not Attended: Structure-then-Detail Token Merging for Post-training DiT Acceleration cites this paper.

Attend to Not Attended: Structure-then-Detail Token Merging for Post-training DiT Acceleration $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T20:55:21.159845Z

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Observation a21aa5d3-7985-4854-a5f7-c033b13ee342 · inbound

RainFusion: Adaptive Video Generation Acceleration via Multi-Dimensional Visual Redundancy cites this paper.

RainFusion: Adaptive Video Generation Acceleration via Multi-Dimensional Visual Redundancy $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:07.888936Z

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Observation f12936c4-279a-4ccf-854a-b1cc6ad4751a · inbound

One-Way Ticket:Time-Independent Unified Encoder for Distilling Text-to-Image Diffusion Models cites this paper.

One-Way Ticket:Time-Independent Unified Encoder for Distilling Text-to-Image Diffusion Models $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T13:24:32.439041Z

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Observation 2827ffec-b6e0-424d-9e2f-d85e9e39bd39 · inbound

Sparse-vDiT: Unleashing the Power of Sparse Attention to Accelerate Video Diffusion Transformers cites this paper.

Sparse-vDiT: Unleashing the Power of Sparse Attention to Accelerate Video Diffusion Transformers $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:14.714375Z

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Observation 3448aa40-f945-43f3-8e54-2b06e877835d · inbound

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas cites this paper.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:52.841884Z

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Observation f5e3c040-9f71-4003-871b-bd163ffae9a6 · inbound

FullDiT2: Efficient In-Context Conditioning for Video Diffusion Transformers cites this paper.

FullDiT2: Efficient In-Context Conditioning for Video Diffusion Transformers $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T10:51:46.009759Z

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Observation f0594776-1daa-4c9f-ae23-b0eb6919a25e · inbound

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

Block-wise Adaptive Caching for Accelerating Diffusion Policy $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-19T09:37:14.006383Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a7ae735a-73f9-4479-b255-dcd01a0bd2da · inbound

DDiT: Dynamic Resource Allocation for Diffusion Transformer Model Serving cites this paper.

DDiT: Dynamic Resource Allocation for Diffusion Transformer Model Serving $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T20:05:06.275248Z

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Observation 70e475fe-7f9c-44a5-b31e-3fb9ccfced2f · inbound

Less is Enough: Training-Free Video Diffusion Acceleration via Runtime-Adaptive Caching cites this paper.

Less is Enough: Training-Free Video Diffusion Acceleration via Runtime-Adaptive Caching $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T20:26:08.418744Z

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Observation c39a863c-650f-4362-9b45-c32d7e5a2f00 · inbound

PromptTea: Let Prompts Tell TeaCache the Optimal Threshold cites this paper.

PromptTea: Let Prompts Tell TeaCache the Optimal Threshold $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:32.939838Z

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Observation 584af094-ba2e-4083-b5e8-9940deefd69f · inbound

SADA: Stability-guided Adaptive Diffusion Acceleration cites this paper.

SADA: Stability-guided Adaptive Diffusion Acceleration $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T15:06:47.857816Z

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Observation 39f13e1a-5059-4484-9762-90a93af8ef5a · inbound

LaVieID: Local Autoregressive Diffusion Transformers for Identity-Preserving Video Creation cites this paper.

LaVieID: Local Autoregressive Diffusion Transformers for Identity-Preserving Video Creation $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T22:04:35.514566Z

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Observation 08539c30-5881-4302-8c08-36349b38ad84 · inbound

A Survey on Diffusion Language Models cites this paper.

A Survey on Diffusion Language Models $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-05T20:15:21.030833Z

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Observation 77c6a61b-7d68-4908-b7ea-1a9aa6be668a · 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 $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T17:42:56.072860Z

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Observation d1c2e42c-e277-46a4-ad82-a257e0fc15ce · inbound

Compute Only 16 Tokens in One Timestep: Accelerating Diffusion Transformers with Cluster-Driven Feature Caching cites this paper.

Compute Only 16 Tokens in One Timestep: Accelerating Diffusion Transformers with Cluster-Driven Feature Caching $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T16:00:04.565031Z

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Observation ddbe60d5-b1ef-4ecd-ac39-1da0c437aad6 · 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 $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T11:28:53.522535Z

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Observation 8ac76d34-ab1b-48f9-8914-88320f865224 · inbound

Timeripple: Accelerating vDiTs by Understanding the Spatio-Temporal Correlations in Latent Space cites this paper.

Timeripple: Accelerating vDiTs by Understanding the Spatio-Temporal Correlations in Latent Space $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T22:12:42.549014Z

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Observation a6fdde84-867f-4e05-ab22-9d113dcf9426 · inbound

Phase-Aligned RoPE for Mixed-Resolution Diffusion Transformer cites this paper.

Phase-Aligned RoPE for Mixed-Resolution Diffusion Transformer $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T20:30:25.973804Z

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Observation 8d2caf60-eb68-4239-94e1-94d6bdb9d8d8 · inbound

DisCa: Accelerating Video Diffusion Transformers with Distillation-Compatible Learnable Feature Caching cites this paper.

DisCa: Accelerating Video Diffusion Transformers with Distillation-Compatible Learnable Feature Caching $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-16T07:30:44.359578Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1d908ca3-af68-4561-a9ad-9a5d0c187fde · inbound

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

AdaCorrection: Adaptive Offset Cache Correction for Accurate Diffusion Transformers $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-15T22:56:50.227344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 41cadb11-1273-4828-82ff-8fb9798b2f98 · inbound

LESA: Learnable Stage-Aware Predictors for Diffusion Model Acceleration cites this paper.

LESA: Learnable Stage-Aware Predictors for Diffusion Model Acceleration $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T21:23:40.825337Z

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Observation fa22b7e1-6a8b-4687-b084-04240fc1abbd · inbound

LMEB: Long-horizon Memory Embedding Benchmark cites this paper.

LMEB: Long-horizon Memory Embedding Benchmark $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-14T22:15:35.624735Z

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Observation 20066b19-0cb6-4112-989c-8274155ed64f · inbound

Not All Frames Deserve Full Computation: Accelerating Autoregressive Video Generation via Selective Computation and Predictive Extrapolation cites this paper.

Not All Frames Deserve Full Computation: Accelerating Autoregressive Video Generation via Selective Computation and Predictive Extrapolation $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:48:15.772268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 553fdbbd-f9ee-4589-bf56-c13cae35a06e · inbound

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

DiffSparse: Accelerating Diffusion Transformers with Learned Token Sparsity $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 3

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

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Observation d280778f-ce8d-44a4-9ab1-814992dd3a1c · inbound

1.x-Distill: Breaking the Diversity, Quality, and Efficiency Barrier in Distribution Matching Distillation cites this paper.

1.x-Distill: Breaking the Diversity, Quality, and Efficiency Barrier in Distribution Matching Distillation $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T17:23:02.584233Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6f778c69-0ffd-4603-80b6-2d74d49bd712 · 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 $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:31:02.549932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 963e0b1b-5f04-4fda-bb14-89e7cf307ce8 · 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 $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-10T10:24:20.650863Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cf6a9473-4d1e-4795-b38d-2212a93bbacc · inbound

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

Motion-Aware Caching for Efficient Autoregressive Video Generation $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:06:01.783203Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e64af7d8-3a35-41e5-b244-bd06d9fe164f · inbound

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

Motion-Aware Caching for Efficient Autoregressive Video Generation $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-15T07:19:49.921424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 54dd337a-7209-4fa2-ab1f-9665b849fcd8 · inbound

Not All Tokens Need 40 Steps: Heterogeneous Step Allocation in Diffusion Transformers for Efficient Video Generation cites this paper.

Not All Tokens Need 40 Steps: Heterogeneous Step Allocation in Diffusion Transformers for Efficient Video Generation $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:50:58.227500Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 59ba260c-8724-4184-9243-383ffeaf8b63 · inbound

FlashClear: Ultra-Fast Image Content Removal via Efficient Step Distillation and Feature Caching cites this paper.

FlashClear: Ultra-Fast Image Content Removal via Efficient Step Distillation and Feature Caching $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-12T02:41:17.420934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c25b6c34-d317-4935-a9a7-fea707227188 · inbound

FlashClear: Ultra-Fast Image Content Removal via Efficient Step Distillation and Feature Caching cites this paper.

FlashClear: Ultra-Fast Image Content Removal via Efficient Step Distillation and Feature Caching $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-13T06:27:24.773912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a24a63c0-69de-4c13-a5eb-ea6694d05f52 · inbound

FIS-DiT: Breaking the Few-Step Video Inference Barrier via Training-Free Frame Interleaved Sparsity cites this paper.

FIS-DiT: Breaking the Few-Step Video Inference Barrier via Training-Free Frame Interleaved Sparsity $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-13T07:17:28.618162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ce8ceda0-1dd6-4915-811a-8d19787ae839 · inbound

Test-time Sparsity for Extreme Fast Action Diffusion cites this paper.

Test-time Sparsity for Extreme Fast Action Diffusion $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-14T19:47:52.878154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 009df217-11cd-459a-956e-422de05f60dd · inbound

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

Spectral Progressive Diffusion for Efficient Image and Video Generation $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-20T11:08:13.363067Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 475223c7-03e3-49dc-a33b-58fd1a65ca36 · inbound

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

Spectral Progressive Diffusion for Efficient Image and Video Generation $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-21T07:54:02.745621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 83c305b3-5566-4f37-9f09-7bc26573b130 · inbound

ORBIS: Output-Guided Token Reduction with Distribution-Aware Matching for Video Diffusion Acceleration cites this paper.

ORBIS: Output-Guided Token Reduction with Distribution-Aware Matching for Video Diffusion Acceleration $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-22T07:24:43.413353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation db9dbc02-3cda-4fa5-a502-8a1df742a5b7 · inbound

VDE: Training-Free Accelerating Rectified Flow Model via Velocity Decomposition and Estimation cites this paper.

VDE: Training-Free Accelerating Rectified Flow Model via Velocity Decomposition and Estimation $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-25T05:00:22.623404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4b668750-c330-45ff-973e-06929548fad2 · inbound

RT-Lynx: Putting GEMM Sparsity in the Right Place for Diffusion Models cites this paper.

RT-Lynx: Putting GEMM Sparsity in the Right Place for Diffusion Models $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-06-29T19:43:54.690453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 486d6708-0396-4f0d-9164-64ea286d809d · inbound

PARE: Pruning and Adaptive Routing for Efficient Video Generation cites this paper.

PARE: Pruning and Adaptive Routing for Efficient Video Generation $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-06-29T18:13:48.806663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 43037c0d-edfd-405e-8503-4917707cdc1e · 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 $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:26:00.156290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4a13e887-70ff-4bc0-bbdb-651e76e57eed · inbound

ReCache: Learning Budget-Aware Caching Schedules for Diffusion Models via REINFORCE cites this paper.

ReCache: Learning Budget-Aware Caching Schedules for Diffusion Models via REINFORCE $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-02T12:26:56.402851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 62fc9b4b-68cc-4254-a738-33ba885dbc8d · inbound

RFM-Editing 2: Text-Guided Audio Editing with Rectified Flow Matching and Coarse-to-Fine Diffusion Transformers cites this paper.

RFM-Editing 2: Text-Guided Audio Editing with Rectified Flow Matching and Coarse-to-Fine Diffusion Transformers $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-07-04T05:39:39.349244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5b634518-d8eb-4b2b-9fc2-5c780fc94ff8 · inbound

RFM-Editing 2: Text-Guided Audio Editing with Rectified Flow Matching and Coarse-to-Fine Diffusion Transformers cites this paper.

RFM-Editing 2: Text-Guided Audio Editing with Rectified Flow Matching and Coarse-to-Fine Diffusion Transformers $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-07-03T23:39:02.998000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 40d1e1ef-19a5-4bd7-843a-a7fbce5a06fc · inbound

RFM-Editing 2: Text-Guided Audio Editing with Rectified Flow Matching and Coarse-to-Fine Diffusion Transformers cites this paper.

RFM-Editing 2: Text-Guided Audio Editing with Rectified Flow Matching and Coarse-to-Fine Diffusion Transformers $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 55

Resolution: unresolved; no resolver link, observed 2026-07-15T10:41:34.347336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 747a80ac-3904-4f8c-b0f5-227cb59f7941 · 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 $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T13:39:50.667019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1fcb28ae-435c-43ba-b88b-0d79a143a592 · inbound

SAFE-DiT: Semantics-Aware Fast-path Execution for High-Resolution Diffusion Transformers cites this paper.

SAFE-DiT: Semantics-Aware Fast-path Execution for High-Resolution Diffusion Transformers $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-06-30T07:24:21.744723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e70f2091-382a-4cce-af4b-d77a4e7e2d01 · inbound

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

OTCache: Optimal Transport for Geometry-Aware Caching in Diffusion Models $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T09:45:39.546224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 278b8ea8-a09f-44d3-9308-80dcd752c5ab · inbound

Flash-BoN: Instant Drafts for Inference-Time Scaling in Diffusion Models cites this paper.

Flash-BoN: Instant Drafts for Inference-Time Scaling in Diffusion Models $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-11T18:59:01.561509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4309eaea-3b5e-4002-b0f0-5666e631c44a · inbound

ACID: Adaptive Caching for vIDeo generation cites this paper.

ACID: Adaptive Caching for vIDeo generation $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T06:40:17.595061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8c78520-3801-468d-87cf-8b2adbd5b407 · 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 $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T03:51:43.318644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b77b0f2-a4f8-4831-ba01-cead1045f4cc · 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 $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T22:45:25.317086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 598a82d4-7a02-4014-8c8c-8f6e6e69061c · 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 $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-01T17:40:58.317657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a6850a7-d292-4a22-afca-4c6aba15576e · inbound

Importance-Aware OBS Pruning for Diffusion Models cites this paper.

Importance-Aware OBS Pruning for Diffusion Models $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-01T10:59:55.295919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfb1cbda-66b6-474d-81eb-6237a10e5ba0 · inbound

Vera: Identity-Faithful Human Subject-to-Video Generation cites this paper.

Vera: Identity-Faithful Human Subject-to-Video Generation $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 2000

Resolution: unresolved; no resolver link, observed 2026-08-01T10:24:51.295347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee773601-fbe0-42ee-9c29-dd43b57d6817 · inbound

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

OmniCache: Multidimensional Hierarchical Feature Caching For Diffusion Models $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-30T10:48:13.611009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c270a355-4be0-4f46-8feb-d285994c8561 · inbound

FeatFix: Reuse What You Verify through Local Exact-Feature Correction for Faster Cached Diffusion Inference cites this paper.

FeatFix: Reuse What You Verify through Local Exact-Feature Correction for Faster Cached Diffusion Inference $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T00:30:01.451855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6caa7a3a-ac86-4f77-b566-f6c61bb13a17 · inbound

Deltoris: Enabling Real-time VLA Inference in Embodied AI via Bit-level Sparsity and Speculative Inference cites this paper.

Deltoris: Enabling Real-time VLA Inference in Embodied AI via Bit-level Sparsity and Speculative Inference $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T14:46:03.882035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3555a939-9d20-417e-9506-d4ddbc6d9b99 · inbound

BAG: Budget-Aware Gating for Diffusion Caching cites this paper.

BAG: Budget-Aware Gating for Diffusion Caching $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T21:12:05.122588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50581dcc-5b6d-4993-8cad-c64ce4ccc7fb · inbound

From Local Mismatch to Global Impact: Optimizing Cache Reuse Policy for Efficient Diffusion cites this paper.

From Local Mismatch to Global Impact: Optimizing Cache Reuse Policy for Efficient Diffusion $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T18:04:09.979653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cc487fb-b213-44bc-8fab-0a9b6f7958b4 · inbound

GeoCache: Training-Free Acceleration of Multi-View Texture Diffusion via Geometric Delta Transport cites this paper.

GeoCache: Training-Free Acceleration of Multi-View Texture Diffusion via Geometric Delta Transport $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-14T15:22:18.375252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers