Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas | Paper Citation Record

Observation 909f674c-1860-4a12-9813-a4ee70a86ada · outbound

This paper cites Simple linear attention language models balance the recall-throughput tradeoff.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Simple linear attention language models balance the recall-throughput tradeoff

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:52.432175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68580470-56e1-4957-9b3f-4b3379dad0c9 · outbound

This paper cites Scatterbrain: Unifying Sparse and Low-rank Attention Approximation.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Scatterbrain: Unifying Sparse and Low-rank Attention Approximation

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:19:03.594224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e44a1581-d2ba-402f-a1b3-8028b9492a49 · outbound

This paper cites an unresolved cited work.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:19:10.207746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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

This paper cites $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers.

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 701343c8-8e07-4422-ab2c-0affaff7fff2 · outbound

This paper cites LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:52.942707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88b4fc5b-e5bf-44e1-ae4a-18b12083524f · outbound

This paper cites an unresolved cited work.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:53.075457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 081c80fe-9273-4708-b3f5-aa2ffc79b9fb · outbound

This paper cites Rethinking Attention with Performers.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Rethinking Attention with Performers

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:53.201136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6a14fac-7a0c-443f-9837-3cf729bf6001 · outbound

This paper cites FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:53.336792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39aa99dd-16a5-44e0-a595-604cc74e0c63 · outbound

This paper cites Dosovitskiy, L.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Dosovitskiy, L

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:19:10.056374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6319b236-a3be-43da-b25a-2dcdf0a0de53 · outbound

This paper cites Elhage, N.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Elhage, N

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:53.564468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40f4532d-d86b-491d-9867-7689d82c6f17 · outbound

This paper cites Esser, S.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Esser, S

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:19:09.846606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d302cd48-d9b2-43b0-9865-f3e4cda3d304 · outbound

This paper cites Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:53.949183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f7d07d0-d8a0-445f-99eb-18390b4adce6 · outbound

This paper cites Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:54.086489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 876f5a34-4faf-4fd0-a24b-2f26d7cae511 · outbound

This paper cites GenEval: An Object-Focused Framework for Evaluating Text-to-Image Alignment.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas GenEval: An Object-Focused Framework for Evaluating Text-to-Image Alignment

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:54.185851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf5ed4a5-439b-452c-8524-595bf2222b58 · outbound

This paper cites Denoising Diffusion Probabilistic Models.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Denoising Diffusion Probabilistic Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:54.316199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69da6a2e-1d9a-49fc-99dc-95f3c79567f1 · outbound

This paper cites CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:54.424272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27edcd7b-4075-4943-9e6e-e3064f17c998 · outbound

This paper cites Huang, Y.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Huang, Y

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:19:09.608823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 19c2b731-3390-413f-92d1-d170719079a7 · outbound

This paper cites Mixtral of Experts.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Mixtral of Experts

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:54.704879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87985634-d9f3-4454-9cca-b11c613945f4 · outbound

This paper cites Adaptive Caching for Faster Video Generation with Diffusion Transformers.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Adaptive Caching for Faster Video Generation with Diffusion Transformers

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:54.856992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f355f5eb-e9b0-437f-a7d8-a947196d1035 · outbound

This paper cites Reformer: The Efficient Transformer.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Reformer: The Efficient Transformer

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:54.965660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3da89113-8641-4a77-b986-cf930adcb6a7 · outbound

This paper cites HunyuanVideo: A Systematic Framework For Large Video Generative Models.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas HunyuanVideo: A Systematic Framework For Large Video Generative Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:55.076151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a136c6c-495e-451c-8796-a60dda6a7ab7 · outbound

This paper cites an unresolved cited work.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:55.202024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97773021-1266-4c5e-970d-306d6692fc26 · outbound

This paper cites Neutrino Production via $e^-e^+$ Collision at $Z$-boson Peak.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Neutrino Production via $e^-e^+$ Collision at $Z$-boson Peak

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:55.302165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b24b53d3-2be6-4049-9464-06003532ee3f · outbound

This paper cites The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:55.401359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fccf525c-a114-4388-911a-a9426ecd62f6 · outbound

This paper cites Microsoft COCO: Common Objects in Context.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Microsoft COCO: Common Objects in Context

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:55.535293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0efc2303-dfbe-482c-8e56-0c3042dfc67e · outbound

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

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:55.668103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53c31b0e-e25b-49dc-9b1a-8400deddb2fc · outbound

This paper cites Training-Free Activation Sparsity in Large Language Models.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Training-Free Activation Sparsity in Large Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:55.783751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a3f23ab-fed3-444c-936b-e791fc551309 · outbound

This paper cites an unresolved cited work.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:19:09.401245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 30406202-eeaa-44f6-9156-c8e96cfa1d96 · outbound

This paper cites Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:55.972218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2056005d-2485-422f-ae3a-b6132a1be928 · outbound

This paper cites DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:56.132180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a12f13b-3e82-4be8-a527-a0b7832c054a · outbound

This paper cites an unresolved cited work.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Unresolved cited work

Reference 31

Resolution: verified exact; raw_fallback, observed 2026-08-07T11:19:03.013000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5a67eb12-4680-4e1e-a096-984f89405024 · outbound

This paper cites an unresolved cited work.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:19:09.160298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f2167eba-8047-4d43-ad4c-6f7467eeaf7e · outbound

This paper cites Gpu performance background user’s guide, 2024.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Gpu performance background user’s guide, 2024

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:19:08.945052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b275231b-5d10-4b82-a347-8e7567df1b3c · outbound

This paper cites Peebles and S.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Peebles and S

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:19:08.694388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d6e93b14-6022-4db6-b427-f1088d29d8f8 · outbound

This paper cites Learning Transferable Visual Models From Natural Language Supervision.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Learning Transferable Visual Models From Natural Language Supervision

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:56.733736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f450d3b-48f0-4df1-91ec-df35e2a06dfe · outbound

This paper cites Progressive Distillation for Fast Sampling of Diffusion Models.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Progressive Distillation for Fast Sampling of Diffusion Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:56.882796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fce47ec-fc6a-4d66-923f-eb89fb9e19e1 · outbound

This paper cites Magi-1: Autoregressive video generation at scale, 2025.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Magi-1: Autoregressive video generation at scale, 2025

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:19:08.500605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c23c1656-c085-433d-abc8-c69e2bc6ac8b · outbound

This paper cites an unresolved cited work.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:19:08.318522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 45e439a1-31d6-49f3-8c37-3ef2d6178fac · outbound

This paper cites Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:57.282605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a16d70f-853f-42d3-8d37-35c7aeb6543e · outbound

This paper cites Sohl-Dickstein, E.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Sohl-Dickstein, E

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:19:08.103517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e41a7a81-57a0-42e7-b8bb-7c1076066171 · outbound

This paper cites Denoising Diffusion Implicit Models.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Denoising Diffusion Implicit Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:57.508343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4209af1-61e3-4049-8523-22fcff1d6029 · outbound

This paper cites an unresolved cited work.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:19:07.797825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f12abf0f-d5b1-4c46-a7e2-f5ff9c8f26a2 · outbound

This paper cites an unresolved cited work.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:19:07.603809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b5048f61-9aa4-4270-b5be-2a4cd4c02027 · outbound

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

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Unveiling Redundancy in Diffusion Transformers (DiTs): A Systematic Study

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:57.902858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b99ecac-ec73-4541-b145-9003cd115e21 · outbound

This paper cites an unresolved cited work.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:58.032378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7651a399-b635-4ff9-805d-ee485675ece7 · outbound

This paper cites Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:58.173750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83d6f5b9-07d9-4888-b9c9-86b183cc340e · outbound

This paper cites Tillet, H.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Tillet, H

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:58.280459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 490457eb-4812-4f71-bfa5-7e2d7f71487d · outbound

This paper cites Attention Is All You Need.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Attention Is All You Need

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:58.404074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95ec2472-0c4e-4a31-bf9e-42f173357ddf · outbound

This paper cites Linformer: Self-Attention with Linear Complexity.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Linformer: Self-Attention with Linear Complexity

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:58.541753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84c003ee-3f0d-4007-9fb8-cc796a652472 · outbound

This paper cites Cache Me if You Can: Accelerating Diffusion Models through Block Caching.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Cache Me if You Can: Accelerating Diffusion Models through Block Caching

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:58.686561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f8e8662-d508-44ac-99ac-8055f127d9e2 · outbound

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

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:58.832753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b221630c-a68e-4e39-b9a7-32f262e0f5e4 · outbound

This paper cites an unresolved cited work.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:19:07.380937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 04a66b84-6fad-4036-95ad-55ee79f3e028 · outbound

This paper cites XAttention: Block Sparse Attention with Antidiagonal Scoring.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas XAttention: Block Sparse Attention with Antidiagonal Scoring

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:59.278775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9bcafd8-8fa9-443b-8de4-4132e87f51da · outbound

This paper cites FasterDiT: Towards Faster Diffusion Transformers Training without Architecture Modification.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas FasterDiT: Towards Faster Diffusion Transformers Training without Architecture Modification

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:59.416091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da325632-1d83-42d4-9402-df7730f34b83 · outbound

This paper cites FlashInfer: Efficient and Customizable Attention Engine for LLM Inference Serving.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas FlashInfer: Efficient and Customizable Attention Engine for LLM Inference Serving

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:59.564896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fe39798-b4f2-4ff2-a4a6-3e669e6fcf8c · outbound

This paper cites an unresolved cited work.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:19:06.977886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8137d909-1eaf-4b92-be5d-7d987b33ce89 · outbound

This paper cites Big Bird: Transformers for Longer Sequences.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Big Bird: Transformers for Longer Sequences

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:59.919334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e8cb8b3-f644-4b11-9deb-319e33555506 · outbound

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

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Token Pruning for Caching Better: 9 Times Acceleration on Stable Diffusion for Free

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T11:19:00.007545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b6a8990-1850-49db-a971-b08bd1203980 · outbound

This paper cites Zhang, J.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Zhang, J

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T11:19:00.118035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 376eee52-8ba0-4cd5-8d4c-71df2518cff2 · outbound

This paper cites Zhang and K.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Zhang and K

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:19:06.489520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 707cf043-9ef6-4e0d-9ae1-efe4b2d110b3 · outbound

This paper cites Fast Video Generation with Sliding Tile Attention.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Fast Video Generation with Sliding Tile Attention

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T11:19:00.501688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb45dd51-9327-4822-9d48-e67ae389ae4c · outbound

This paper cites Open-Sora: Democratizing Efficient Video Production for All.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Open-Sora: Democratizing Efficient Video Production for All

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T11:19:00.596422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70705e1b-680d-440b-b64b-2d1d57f1e385 · outbound

This paper cites an unresolved cited work.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T11:19:00.731478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7d8afb8-f7a0-45f5-b2a4-57e2da39f9d6 · outbound

This paper cites Accelerating Diffusion Models with One-to-Many Knowledge Distillation.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Accelerating Diffusion Models with One-to-Many Knowledge Distillation

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-07T11:19:00.386463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92f8b468-31e2-4a26-aaf2-3a7ecbbb77ac · outbound

This paper cites read" of the residual stream to compute scale and shift factors, (2) a distributive.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas read" of the residual stream to compute scale and shift factors, (2) a distributive

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:19:06.279997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ba8c6fed-2541-4ecb-9bda-7ba89a49d823 · outbound

This paper cites an unresolved cited work.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Unresolved cited work

Reference 69

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:19:06.041669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7827ee65-24cc-4ac5-8201-cffffee23f4a · outbound

This paper cites an unresolved cited work.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Unresolved cited work

Reference 70

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:19:05.808822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b019cec4-bdc7-4000-8a6b-e692c497c6db · outbound

This paper cites an unresolved cited work.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Unresolved cited work

Reference 71

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:19:05.572323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b4d1bd65-cc1b-4fc2-a1ea-479c0a418f07 · outbound

This paper cites an unresolved cited work.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Unresolved cited work

Reference 72

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:19:05.334872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4c94adfa-8360-4096-89f1-bd090701c08f · outbound

This paper cites an unresolved cited work.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Unresolved cited work

Reference 73

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:19:05.112969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7e76f1fd-5732-40bf-b781-accfa4094e42 · outbound

This paper cites an unresolved cited work.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Unresolved cited work

Reference 74

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:19:04.852891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6f5d3e1d-b9db-4e69-abcb-177b5f50b197 · outbound

This paper cites an unresolved cited work.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Unresolved cited work

Reference 75

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:19:04.594921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c4920994-6d3d-4e26-a643-dbc72eebf292 · outbound

This paper cites an unresolved cited work.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Unresolved cited work

Reference 76

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:19:04.330904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f673f552-8c24-4c49-8fd1-8168199acaa1 · outbound

This paper cites This combination allows the overlap of the producer warpgroup’s memory loading prologue with the consumer warpgroups’ high latency epilogue operations.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas This combination allows the overlap of the producer warpgroup’s memory loading prologue with the consumer warpgroups’ high latency epilogue operations

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:19:04.123218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ef85f47e-1402-45c9-af25-62f0bb754973 · outbound

This paper cites With a torch-compiled bitpacking function, we reduce memory usage by 8x, while incurring negligible computational overhead.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas With a torch-compiled bitpacking function, we reduce memory usage by 8x, while incurring negligible computational overhead

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:19:03.945620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a81abfa9-61fc-4d90-b94f-75e5b14e8d77 · outbound

This paper cites anthropomorphic crow werecreature, photograph captured in a forest.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas anthropomorphic crow werecreature, photograph captured in a forest

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:19:03.818018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 96973b2e-4c8b-4bd6-9e7c-e142746ddd8e · outbound

This paper cites an unresolved cited work.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Unresolved cited work

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:53.676340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d980e1a-f8e2-40db-9ec4-a420c7532c66 · outbound

This paper cites an unresolved cited work.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Unresolved cited work

Reference 2023

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:19:07.184460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1a7e0ecf-3f32-4a40-8e6c-3ac3a47abaa9 · outbound

This paper cites an unresolved cited work.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas Unresolved cited work

Reference 2024

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:19:06.692163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers