Paper Citation Record · LEDGER

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient

As of 19 August 2026, this Paper Citation Record lists 75 of 75 outbound references and 5 inbound Pith citation observations for arXiv:2411.17787.

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

pith.paper-citation-record.v1
2411.17787 v1

Coverage vector

measured 75 of 75 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T12:06:01.218497Z

measured 80 of 80 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:16:12.670870Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T21:27:24.413629Z

Reference resolution

75 of 75 outbound references displayed

verified exact0
verified fuzzy9
unresolved66
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7ea29251-8ceb-4bc7-9483-24017ad2b1ac · outbound

This paper cites Qwen Technical Report.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Qwen Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:00.821692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f70426b-d403-41bd-964b-26cdd5770f88 · outbound

This paper cites Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:00.827844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e87246e-1877-486a-8275-c514bac2883a · outbound

This paper cites Maskgit: Masked generative image transformer.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Maskgit: Masked generative image transformer

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:00.833154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71e83295-7227-4267-80ba-8d47134cb028 · outbound

This paper cites Generative pre- training from pixels.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Generative pre- training from pixels

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:00.838014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07163891-1d53-4c65-8e23-d2d1df601bf9 · outbound

This paper cites SlimSAM: 0.1% Data Makes Segment Anything Slim.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient SlimSAM: 0.1% Data Makes Segment Anything Slim

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:00.842907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ff93a30-106a-42d3-9bfb-0da021dcda20 · outbound

This paper cites AsyncDiff: Parallelizing Diffusion Models by Asynchronous Denoising.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient AsyncDiff: Parallelizing Diffusion Models by Asynchronous Denoising

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:00.847855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b255cd6f-5e4a-4a27-b839-cae890bd3df3 · outbound

This paper cites Flashattention: Fast and memory-efficient exact at- tention with io-awareness.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Flashattention: Fast and memory-efficient exact at- tention with io-awareness

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:00.853426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d05f2834-3bc5-4ee3-a62c-5de7225b2401 · outbound

This paper cites Imagenet: A large-scale hierarchical image database.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Imagenet: A large-scale hierarchical image database

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:06:02.705593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ad474c54-9b9d-4d05-b4a7-2226f1128509 · outbound

This paper cites The Llama 3 Herd of Models.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient The Llama 3 Herd of Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:00.863630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation effbbf50-814c-4867-8d74-b146ca37b589 · outbound

This paper cites Taming transformers for high-resolution image synthesis.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Taming transformers for high-resolution image synthesis

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:00.869652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85561da2-3013-465f-bf78-68612848d9b8 · outbound

This paper cites Depgraph: Towards any structural pruning.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Depgraph: Towards any structural pruning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:00.874719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 876f2246-19bd-4c0d-9aaf-b73e3b6bef16 · outbound

This paper cites Structural pruning for diffusion models.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Structural pruning for diffusion models

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:06:02.654777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 681b836e-5f51-49f2-ad08-f0a515b54c7e · outbound

This paper cites xDiT: an Inference Engine for Diffusion Transformers (DiTs) with Massive Parallelism.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient xDiT: an Inference Engine for Diffusion Transformers (DiTs) with Massive Parallelism

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:00.885322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56c81c6e-0184-479d-b203-e22583c26bf1 · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:00.891448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04b1d529-1278-43eb-9edf-9e6885249631 · outbound

This paper cites DART: Denoising Autoregressive Transformer for Scalable Text-to-Image Generation.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient DART: Denoising Autoregressive Transformer for Scalable Text-to-Image Generation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:00.896175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e26eb48c-256f-4f3f-b92f-6e197cea0515 · outbound

This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:00.901508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation faeb81e8-b07b-401b-b72b-c7fbe3f4c9c3 · outbound

This paper cites A survey on vision transformer.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient A survey on vision transformer

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:00.906700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aea5fde9-22b4-426b-afa4-dcb4a7f7cdb0 · outbound

This paper cites MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:00.911762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd101286-f93c-4ac9-803a-1d7afe8a3993 · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilib- rium.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Gans trained by a two time-scale update rule converge to a local nash equilib- rium

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:06:02.624105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9431f11b-68ff-4b2d-bd95-462f347d66d4 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Distilling the Knowledge in a Neural Network

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:00.921912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e229b145-4c2a-4be7-931d-00b5d23d6f2a · outbound

This paper cites LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:00.929695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49703b2c-e9c7-4583-97ec-1227c75e4e8c · outbound

This paper cites Musiq: Multi-scale image quality transformer.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Musiq: Multi-scale image quality transformer

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:00.934966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce70e656-6ca7-4c16-aafa-84e41a25b0e3 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Adam: A Method for Stochastic Optimization

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:00.939944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 748b54f3-78e3-4677-8ecb-66915a3cc3cb · outbound

This paper cites Scalable autoregressive image generation with mamba.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Scalable autoregressive image generation with mamba

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:00.945383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23c86ecd-cd16-4d6b-8a31-9d907950cd73 · outbound

This paper cites Distri- fusion: Distributed parallel inference for high-resolution dif- fusion models.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Distri- fusion: Distributed parallel inference for high-resolution dif- fusion models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:00.951191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 135b9975-b704-41bd-8823-93db563fa360 · outbound

This paper cites Svdquant: Absorbing outliers by low- rank components for 4-bit diffusion models.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Svdquant: Absorbing outliers by low- rank components for 4-bit diffusion models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:00.956595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a61af7e-7015-43e5-bacc-799298b594e8 · outbound

This paper cites Faster Diffusion: Rethinking the Role of the Encoder for Diffusion Model Inference.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Faster Diffusion: Rethinking the Role of the Encoder for Diffusion Model Inference

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:00.962546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6383f43c-1806-4cda-8175-f9bb77e9cd93 · outbound

This paper cites Autoregressive Image Generation without Vector Quantization.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Autoregressive Image Generation without Vector Quantization

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:00.968754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3420117d-a3fa-49eb-b640-389f1c4bf19e · outbound

This paper cites Q-diffusion: Quantizing diffusion models.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Q-diffusion: Quantizing diffusion models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:00.974203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bed95b59-8dbe-47e9-b14f-81879ea35bba · outbound

This paper cites ImageFolder: Autoregressive Image Generation with Folded Tokens.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient ImageFolder: Autoregressive Image Generation with Folded Tokens

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:00.979246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b0acc77-3f03-407b-8586-acb720539bf6 · outbound

This paper cites ControlVAR: Exploring Controllable Visual Autoregressive Modeling.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient ControlVAR: Exploring Controllable Visual Autoregressive Modeling

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:00.984359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89f9d24b-53fc-42e0-8a6c-ee0643000b92 · outbound

This paper cites Snap- fusion: Text-to-image diffusion model on mobile devices within two seconds.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Snap- fusion: Text-to-image diffusion model on mobile devices within two seconds

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:06:02.572839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e7259b41-92cf-4b55-ab58-4b6780ea20b9 · outbound

This paper cites ControlAR: Controllable Image Generation with Autoregressive Models.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient ControlAR: Controllable Image Generation with Autoregressive Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:00.995117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 324b261a-1d65-47fa-9985-edba713facc7 · outbound

This paper cites Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.000349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc83de5b-060b-4d52-be68-d9ba151336fb · outbound

This paper cites Pseudo Numerical Methods for Diffusion Models on Manifolds.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Pseudo Numerical Methods for Diffusion Models on Manifolds

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.005492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 398bf983-3b0f-4a94-b2c1-82b78a573843 · outbound

This paper cites Dpm-solver: A fast ode solver for diffusion probabilistic model sampling in around 10 steps.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Dpm-solver: A fast ode solver for diffusion probabilistic model sampling in around 10 steps

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.010782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03fd1dc9-c9c1-4a0d-bf59-af57760dc973 · outbound

This paper cites Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.016817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06f79ac3-74eb-4c1e-be4e-5a691768c681 · outbound

This paper cites Open-MAGVIT2: An Open-Source Project Toward Democratizing Auto-regressive Visual Generation.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Open-MAGVIT2: An Open-Source Project Toward Democratizing Auto-regressive Visual Generation

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.022735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6588738-2024-4c92-8f9b-f38fb8b6bb37 · outbound

This paper cites Accelerating Diffusion Models via Early Stop of the Diffusion Process.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Accelerating Diffusion Models via Early Stop of the Diffusion Process

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.028368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 091e2ac2-1b30-4422-aeb0-c2196294fb84 · outbound

This paper cites DeepCache: Accelerating Diffusion Models for Free.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient DeepCache: Accelerating Diffusion Models for Free

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.034183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0213bec1-28a6-4cd9-9fe4-ca54a3ceb1be · outbound

This paper cites STAR: Scale-wise Text-conditioned AutoRegressive image generation.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient STAR: Scale-wise Text-conditioned AutoRegressive image generation

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.040356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb2a9fdd-ecfe-4007-ad85-64ed92f6932f · outbound

This paper cites completely blind.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient completely blind

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:06:02.542873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a0085082-cc8c-4665-995a-535de8b18de8 · outbound

This paper cites Pytorch: An im- perative style, high-performance deep learning library.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Pytorch: An im- perative style, high-performance deep learning library

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.050581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2233b2e0-77d5-433d-9c0a-ee6779c9832f · outbound

This paper cites Scalable diffusion models with transformers.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Scalable diffusion models with transformers

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.055203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d54f1179-7b73-4ea2-a89a-fe7ceeb133ee · outbound

This paper cites Efficient Autoregressive Audio Modeling via Next-Scale Prediction.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Efficient Autoregressive Audio Modeling via Next-Scale Prediction

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.059947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1fa93f8-8dc1-4618-8670-3bb7b6beb98f · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Learning transferable visual models from natural language supervi- sion

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.064942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f633698-2602-4027-9801-da493a5ef7d5 · outbound

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

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Progressive Distillation for Fast Sampling of Diffusion Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.069770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 759271ac-9130-4a6d-961b-c9531abc83ef · outbound

This paper cites Adversarial Diffusion Distillation.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Adversarial Diffusion Distillation

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.074696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1f872cb-fd35-4bb6-a1e9-6b3e23b1d6df · outbound

This paper cites Post-training quantization on diffusion models.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Post-training quantization on diffusion models

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.079825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2368a399-a1b0-4777-867f-bdaf6d650a25 · outbound

This paper cites FRDiff : Feature Reuse for Universal Training-free Acceleration of Diffusion Models.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient FRDiff : Feature Reuse for Universal Training-free Acceleration of Diffusion Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.087740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f1c0d37-4510-487d-9b61-269bddbae82e · outbound

This paper cites Denoising Diffusion Implicit Models.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Denoising Diffusion Implicit Models

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.093548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab095ba0-8abd-4f31-8862-5d6b940afe53 · outbound

This paper cites Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.099189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abbfedb2-901c-453a-b193-f7a431f2704e · outbound

This paper cites HART: Efficient Visual Generation with Hybrid Autoregressive Transformer.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient HART: Efficient Visual Generation with Hybrid Autoregressive Transformer

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.103975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9244f1e-fd3d-4598-8abc-69a48bfd771e · outbound

This paper cites Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.108964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44416ad8-384b-4578-a805-db13308549a7 · outbound

This paper cites Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.114005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0d6e350-be44-4f7d-9bde-2b9df30b8715 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.119328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdf0e4ca-2e60-46a7-8b1a-16e7f524d3d2 · outbound

This paper cites Conditional image genera- tion with pixelcnn decoders.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Conditional image genera- tion with pixelcnn decoders

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.125028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3eb0a456-a858-4e1a-922e-35a273b016fd · outbound

This paper cites Neural discrete representation learning.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Neural discrete representation learning

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.130765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7ef895c-5988-4986-834c-7b19e455ad10 · outbound

This paper cites Ex- ploring clip for assessing the look and feel of images.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Ex- ploring clip for assessing the look and feel of images

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:06:02.460335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c4470b04-6f16-4de9-9681-b7511823fe4d · outbound

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

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Cache Me if You Can: Accelerating Diffusion Models through Block Caching

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.140145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20e5c35d-3a5d-46fb-bfd4-dc5bb113d714 · outbound

This paper cites Show-o: One Single Transformer to Unify Multimodal Understanding and Generation.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Show-o: One Single Transformer to Unify Multimodal Understanding and Generation

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.146162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1fde042-a4a3-4f40-87ac-cac40b278d1a · outbound

This paper cites Hash3D: Training-free Acceleration for 3D Generation.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Hash3D: Training-free Acceleration for 3D Generation

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.151609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3228f5f7-2e9e-4967-af98-94d7ea04ee9a · outbound

This paper cites Diffusion probabilistic model made slim.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Diffusion probabilistic model made slim

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:06:02.442887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 12c112f8-ab58-424b-92d1-d8df4cdedc7c · outbound

This paper cites CAR: Controllable Autoregressive Modeling for Visual Generation.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient CAR: Controllable Autoregressive Modeling for Visual Generation

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.161614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 351ef7da-6e42-44a8-af25-79e92c2bcfb4 · outbound

This paper cites One-step Diffusion with Distribution Matching Distillation.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient One-step Diffusion with Distribution Matching Distillation

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.167041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b79837d3-5ad8-422c-9fc8-77b8bf75f680 · outbound

This paper cites Resshift: Efficient diffusion model for image super- resolution by residual shifting.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Resshift: Efficient diffusion model for image super- resolution by residual shifting

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:06:02.419397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c1d51bcc-1f4d-4487-95c0-0fdddd013664 · outbound

This paper cites LAPTOP-Diff: Layer Pruning and Normalized Distillation for Compressing Diffusion Models.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient LAPTOP-Diff: Layer Pruning and Normalized Distillation for Compressing Diffusion Models

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.176398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03b45b37-840b-4bb3-8f8f-e9577ba934ba · outbound

This paper cites G3PT: Unleash the power of Autoregressive Modeling in 3D Generation via Cross-scale Querying Transformer.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient G3PT: Unleash the power of Autoregressive Modeling in 3D Generation via Cross-scale Querying Transformer

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.181628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3695f0a9-994f-48f7-baca-f2e7b2d9ee99 · outbound

This paper cites Fast Sampling of Diffusion Models with Exponential Integrator.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Fast Sampling of Diffusion Models with Exponential Integrator

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.187511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc2f965e-3780-4d6f-bd82-95c5d4c116e6 · outbound

This paper cites VAR-CLIP: Text-to-Image Generator with Visual Auto-Regressive Modeling.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient VAR-CLIP: Text-to-Image Generator with Visual Auto-Regressive Modeling

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.192629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4affad3b-796b-4e7b-ae2f-b156f4b938a3 · outbound

This paper cites Faster Diffusion via Temporal Attention Decomposition.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Faster Diffusion via Temporal Attention Decomposition

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.198255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 672a973f-3971-48f5-8845-8eee16213a04 · outbound

This paper cites Real-Time Video Generation with Pyramid Attention Broadcast.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Real-Time Video Generation with Pyramid Attention Broadcast

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.203068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f276dd2-d1f9-420c-902b-bfc8e599175b · outbound

This paper cites MobileDiffusion: Instant Text-to-Image Generation on Mobile Devices.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient MobileDiffusion: Instant Text-to-Image Generation on Mobile Devices

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.208187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7cb3764-b568-4eeb-81e8-df624495d175 · outbound

This paper cites Dpm- solver-v3: Improved diffusion ode solver with empirical model statistics.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Dpm- solver-v3: Improved diffusion ode solver with empirical model statistics

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:06:02.398355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2ff60dfb-6593-4491-9a6d-bb3e98d131a3 · outbound

This paper cites Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model.

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-12T12:06:01.218497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation aa1f79b0-8e6d-406e-8dfa-1e8a18d509a4 · inbound

Memory-Efficient Visual Autoregressive Modeling with Scale-Aware KV Cache Compression cites this paper.

Memory-Efficient Visual Autoregressive Modeling with Scale-Aware KV Cache Compression Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T14:16:12.670870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13a7575a-d813-492b-87e7-ed2d4d607f4f · inbound

HMAR: Efficient Hierarchical Masked Auto-Regressive Image Generation cites this paper.

HMAR: Efficient Hierarchical Masked Auto-Regressive Image Generation Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T10:47:52.277927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffe0c12d-1a86-49ba-83df-a0f46bbde0de · inbound

SkipVAR: Accelerating Visual Autoregressive Modeling via Adaptive Frequency-Aware Skipping cites this paper.

SkipVAR: Accelerating Visual Autoregressive Modeling via Adaptive Frequency-Aware Skipping Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T05:05:00.091225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3f8b3ac-f320-46cd-8758-8e241995f1bb · inbound

DC-AR: Efficient Masked Autoregressive Image Generation with Deep Compression Hybrid Tokenizer cites this paper.

DC-AR: Efficient Masked Autoregressive Image Generation with Deep Compression Hybrid Tokenizer Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T19:41:23.650563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e9856ad-57c8-4913-a904-3b437fd7b117 · inbound

HACK++: Towards More Effective Head-Aware Key-Value Compression for Efficient Visual Autoregressive Modeling cites this paper.

HACK++: Towards More Effective Head-Aware Key-Value Compression for Efficient Visual Autoregressive Modeling Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-07-02T21:27:24.415141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.