Paper Citation Record · LEDGER

FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models

As of 15 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 2 inbound Pith citation observations for arXiv:2512.16483.

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

pith.paper-citation-record.v1
2512.16483 v2

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T15:36:52.608732Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:26:00.317722Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T16:41:18.339903Z

Reference resolution

21 of 21 outbound references displayed

verified exact0
verified fuzzy0
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8d7b5677-c01c-466b-a25d-4c7fcfb38efd · outbound

This paper cites Demystifying MMD GANs.

FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models Demystifying MMD GANs

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T15:36:50.037557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c08be5a6-2d28-405b-8b4b-a8bf89c22116 · outbound

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

FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models SkipVAR: Accelerating Visual Autoregressive Modeling via Adaptive Frequency-Aware Skipping

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T15:36:50.904737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f73e09c-dc71-4cf5-bd54-39411ac00943 · outbound

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

FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models STAR: Scale-wise Text-conditioned AutoRegressive image generation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T15:36:51.058815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70e91f46-7163-4878-a42c-6e83fdf87912 · outbound

This paper cites LMFusion: Adapting Pretrained Language Models for Multimodal Generation.

FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models LMFusion: Adapting Pretrained Language Models for Multimodal Generation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T15:36:51.177913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98926ff3-b4d9-40f2-91a9-d2479d88797e · outbound

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

FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T15:36:51.306411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44849abb-ee0d-4bed-b2a8-4cb90aa1b756 · outbound

This paper cites Training-free Diffusion Acceleration with Bottleneck Sampling.

FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models Training-free Diffusion Acceleration with Bottleneck Sampling

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T15:36:51.412863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecfb36a1-eea3-4c79-a58b-8556aff97796 · outbound

This paper cites SimpleAR: Pushing the Frontier of Autoregressive Visual Generation through Pretraining, SFT, and RL.

FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models SimpleAR: Pushing the Frontier of Autoregressive Visual Generation through Pretraining, SFT, and RL

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T15:36:51.561917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eab438ad-02ca-4a4c-b52c-00080c6ccd75 · outbound

This paper cites Emu3: Next-Token Prediction is All You Need.

FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models Emu3: Next-Token Prediction is All You Need

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T15:36:51.771800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c36b438b-8ecc-4a04-82cc-d6552f9a305d · outbound

This paper cites LiteVAR: Compressing Visual Autoregressive Modelling with Efficient Attention and Quantization.

FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models LiteVAR: Compressing Visual Autoregressive Modelling with Efficient Attention and Quantization

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T15:36:51.983813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a373d2fd-0024-44e0-b6ff-7250cd6a1bdc · outbound

This paper cites Scaling Autoregressive Models for Content-Rich Text-to-Image Generation.

FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models Scaling Autoregressive Models for Content-Rich Text-to-Image Generation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T15:36:52.177245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a5e6df1-2985-4877-b4df-426f2092330a · outbound

This paper cites 7 is negligible, confirming that the statistical rankrfor a givenαgeneralizes robustly across diverse text prompts.

FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models 7 is negligible, confirming that the statistical rankrfor a givenαgeneralizes robustly across diverse text prompts

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T15:36:52.539258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ee3ea91-4c69-4b74-aeca-7799e02fc403 · outbound

This paper cites an unresolved cited work.

FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T15:36:52.608732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5803694-1c57-411d-850f-d21d795d766e · outbound

This paper cites A training-free style-aligned image generation with scale-wise autore- gressive model.arXiv preprint arXiv:2504.06144,.

FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models A training-free style-aligned image generation with scale-wise autore- gressive model.arXiv preprint arXiv:2504.06144,

Reference 1998

Resolution: unresolved; no resolver link, observed 2026-08-03T15:36:51.097733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a31e0ba-7675-468b-b585-1a96aa9af8ae · outbound

This paper cites A Note on the Inception Score.

FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models A Note on the Inception Score

Reference 2001

Resolution: unresolved; no resolver link, observed 2026-08-03T15:36:49.814649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2dea1b5-0c4c-4b52-a036-b28e3c97712a · outbound

This paper cites Classifier-free diffusion guidance.NeurIPS 2021 Workshop on Deep Generative Models and Downstream Applications,.

FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models Classifier-free diffusion guidance.NeurIPS 2021 Workshop on Deep Generative Models and Downstream Applications,

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-03T15:36:50.566553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a6fb70f-40d9-4bd2-b39e-e00a722c884f · outbound

This paper cites APPENDIX A APPENDIX: IMPLEMENTATION DETAILS A.1 STATISTICALANALYSIS OF THERANK In order to determine the rankrcorresponding to a givenαsatisfying Eq.

FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models APPENDIX A APPENDIX: IMPLEMENTATION DETAILS A.1 STATISTICALANALYSIS OF THERANK In order to determine the rankrcorresponding to a givenαsatisfying Eq

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-03T15:36:52.458930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72795bb1-a7fc-443b-9bc3-3a5b1f5f3a9a · outbound

This paper cites Image Quality Assessment: Unifying Structure and Texture Similarity.

FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models Image Quality Assessment: Unifying Structure and Texture Similarity

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-03T15:36:50.366092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53b73086-fc35-4b00-8f1c-1be1cb0c8220 · outbound

This paper cites ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment.

FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-03T15:36:50.738692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1105f03a-98bf-4050-b882-c2c3a1b0a0c4 · outbound

This paper cites an unresolved cited work.

FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models Unresolved cited work

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T15:36:50.462089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36d9c833-008f-4cc1-95b5-26c11799ff6f · outbound

This paper cites Tts-var: A test-time scaling framework for visual auto-regressive generation.arXiv preprint arXiv:2507.18537, 2025a.

FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models Tts-var: A test-time scaling framework for visual auto-regressive generation.arXiv preprint arXiv:2507.18537, 2025a

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T15:36:50.132636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42008e05-9ce7-4c49-b66d-37c1e66b7aa1 · outbound

This paper cites Chameleon: Mixed-Modal Early-Fusion Foundation Models.

FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models Chameleon: Mixed-Modal Early-Fusion Foundation Models

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T15:36:51.378339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation aeaf0569-5d2c-4b1e-ba17-1599e4a94650 · inbound

Visual Implicit Autoregressive Modeling cites this paper.

Visual Implicit Autoregressive Modeling FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-28T02:04:12.870946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4e6f0fc6-8805-4d98-b1cc-d0874c286110 · inbound

SparSTAR: Sparse Attention for SpaceTime AutoRegressive Video Synthesis cites this paper.

SparSTAR: Sparse Attention for SpaceTime AutoRegressive Video Synthesis FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T14:26:00.317722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.