Paper Citation Record · LEDGER

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

As of 6 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 100 inbound Pith citation observations for arXiv:2406.06525.

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

pith.paper-citation-record.v1
2406.06525 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-11T22:09:16.622717Z

measured 146 of 146 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 100 of 179 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:39:13.441077Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T11:37:03.266757Z

Reference resolution

46 of 46 outbound references displayed

verified exact36
verified fuzzy6
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fcd0504f-8233-4e10-a6f3-f242a1bcae5c · outbound

This paper cites PaLM 2 Technical Report.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation PaLM 2 Technical Report

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-12T11:59:27.667882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e69465a9-741a-414a-87f8-f2c93562fa5f · outbound

This paper cites Qwen Technical Report.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Qwen Technical Report

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:09:16.716043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 28bddc3f-03e0-4d70-9370-93b538fed9fd · outbound

This paper cites DeepSeek LLM: Scaling Open-Source Language Models with Longtermism.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:09:16.732856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 22637e3b-1bf3-401a-a795-b9572806e8d3 · outbound

This paper cites Large Scale GAN Training for High Fidelity Natural Image Synthesis.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Large Scale GAN Training for High Fidelity Natural Image Synthesis

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-13T12:11:19.483934Z

Source-reported events for the cited work

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Observation 50c0d106-a48f-4ca2-87be-caf51e039198 · outbound

This paper cites Tom Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, et al.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Tom Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, et al

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:09:17.111898Z

Source-reported events for the cited work

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Observation 53a8d595-7b89-4e86-9456-b2e176e8dd26 · outbound

This paper cites Muse: Text-To-Image Generation via Masked Generative Transformers.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Muse: Text-To-Image Generation via Masked Generative Transformers

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:16.842300Z

Source-reported events for the cited work

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Observation 18756221-f609-4f7d-ab2f-af6fed12f0ab · outbound

This paper cites Accelerating Large Language Model Decoding with Speculative Sampling.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Accelerating Large Language Model Decoding with Speculative Sampling

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:09:16.852793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4a9031ee-0401-4bc3-9fad-9a982b21b916 · outbound

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

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Imagenet: A large-scale hierarchical image database

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:09:17.121617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a07b5fd7-40ad-4d62-bc22-1f76d51c5d8f · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:09:16.862383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1284edb2-05d5-4d26-8fe4-40f8fd1ddda6 · outbound

This paper cites EVA-02: A Visual Representation for Neon Genesis.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation EVA-02: A Visual Representation for Neon Genesis

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:16.870278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9ff8c8a9-dfd0-4fc9-850a-e8352882a5e2 · outbound

This paper cites Making LLaMA SEE and Draw with SEED Tokenizer.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Making LLaMA SEE and Draw with SEED Tokenizer

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:16.881241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation efbc41df-780e-4fa8-9c24-52a88ca391dd · outbound

This paper cites Scaling Laws for Autoregressive Generative Modeling.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Scaling Laws for Autoregressive Generative Modeling

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-13T07:49:43.923372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ca085d0c-b834-4a34-8d33-c55e9e8dbbb5 · outbound

This paper cites Classifier-Free Diffusion Guidance.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Classifier-Free Diffusion Guidance

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:09:16.894397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 706efc08-1160-48bc-a18f-47494a64b170 · outbound

This paper cites Training Compute-Optimal Large Language Models.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Training Compute-Optimal Large Language Models

Reference 14

Resolution: metadata mismatch; local_arxiv, observed 2026-05-11T22:09:16.900368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f15b1a0a-4f5a-4b8c-9fb2-443a8a030c94 · outbound

This paper cites Scaling Laws for Neural Language Models.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Scaling Laws for Neural Language Models

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:09:16.916689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2c282fd6-2b98-4023-ab96-8680954fbd7e · outbound

This paper cites Auto-Encoding Variational Bayes.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Auto-Encoding Variational Bayes

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:09:16.922623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation af531f02-98fe-4b8b-8067-a76604fc3a98 · outbound

This paper cites Playground v2.5: Three Insights towards Enhancing Aesthetic Quality in Text-to-Image Generation.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Playground v2.5: Three Insights towards Enhancing Aesthetic Quality in Text-to-Image Generation

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-15T16:40:06.446550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation cf67faab-5a62-4923-bb49-2e33c6de446b · outbound

This paper cites Microsoft coco: Common objects in context.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Microsoft coco: Common objects in context

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:09:17.128979Z

Source-reported events for the cited work

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Observation 57d8c058-f261-4e64-bae7-caa00386527f · outbound

This paper cites Unified-IO: A Unified Model for Vision, Language, and Multi-Modal Tasks.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Unified-IO: A Unified Model for Vision, Language, and Multi-Modal Tasks

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T22:09:16.941469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e0722902-ed14-40b1-ac59-a6f2ee396cf6 · outbound

This paper cites Groma: Localized Visual Tokenization for Grounding Multimodal Large Language Models.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Groma: Localized Visual Tokenization for Grounding Multimodal Large Language Models

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:16.947425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d09ff31e-3157-4174-9739-2cb6482f1207 · outbound

This paper cites Generating Images with Sparse Representations.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Generating Images with Sparse Representations

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:16.973774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d8e71202-22e4-4db2-a568-791570a68511 · outbound

This paper cites GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:09:16.983483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 36c57246-2495-4258-a222-10842396ebce · outbound

This paper cites GPT-4 Technical Report.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation GPT-4 Technical Report

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:09:16.989824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c335bf8a-761e-4e8e-b10b-670061fbd87f · outbound

This paper cites Kosmos-2: Grounding Multimodal Large Language Models to the World.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Kosmos-2: Grounding Multimodal Large Language Models to the World

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:19:48.115283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 133a1e79-6a80-4fe1-b571-98fcbf6d03c1 · outbound

This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:09:17.014499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 56fa1075-b4fc-4a2a-917b-1173e1491d82 · outbound

This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:09:17.021505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3c49b45c-ab98-48a7-a695-d0583aef2d9f · outbound

This paper cites Stylegan-xl: Scaling stylegan to large diverse datasets.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Stylegan-xl: Scaling stylegan to large diverse datasets

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:09:17.125101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 76441a8f-d1d6-4a56-9b4f-ea8eaebc728c · outbound

This paper cites GLU Variants Improve Transformer.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation GLU Variants Improve Transformer

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:09:17.027515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 77e44c69-3974-4f3f-9753-4600f4efe9c1 · outbound

This paper cites Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:09:17.034483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 19f4e1fc-db1c-4565-9150-af75ef8fa648 · outbound

This paper cites Denoising Diffusion Implicit Models.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Denoising Diffusion Implicit Models

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:09:17.062162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 16261b77-81e4-4ecc-9dfe-7a50450556a2 · outbound

This paper cites Emu: Generative Pretraining in Multimodality.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Emu: Generative Pretraining in Multimodality

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-16T20:22:11.462164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 26f0fa90-7492-415e-8db0-21d84487812c · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Gemini: A Family of Highly Capable Multimodal Models

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:09:17.075868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d91e267a-b3a2-4d8c-8cf8-9ca90a95bf04 · outbound

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

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 33

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T22:09:17.082429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 029139a0-ab47-4120-97f4-5057c5eb2648 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation LLaMA: Open and Efficient Foundation Language Models

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:09:17.087000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2dea03fb-5a99-45a4-b0d4-245ebf4621f9 · outbound

This paper cites Emergent Abilities of Large Language Models.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Emergent Abilities of Large Language Models

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:09:17.091390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation eda79ad3-6066-4cb0-a4a3-b19f05ceefab · outbound

This paper cites BLOOM: A 176B-Parameter Open-Access Multilingual Language Model.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-12T00:51:12.019329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e7f3e5fc-3aeb-470a-8ca7-bba0012a27d8 · outbound

This paper cites RAPHAEL: Text-to-Image Generation via Large Mixture of Diffusion Paths.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation RAPHAEL: Text-to-Image Generation via Large Mixture of Diffusion Paths

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:17.101697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f363bbc7-e0d9-48ef-ba7d-4151057bd2fa · outbound

This paper cites Baichuan 2: Open Large-scale Language Models.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Baichuan 2: Open Large-scale Language Models

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:17.106994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c855e7d1-3cd5-42d9-be91-e8d76994593c · outbound

This paper cites Vector-quantized Image Modeling with Improved VQGAN.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Vector-quantized Image Modeling with Improved VQGAN

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-16T18:40:37.571629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8b402d7a-4e61-42f6-92bc-b7801c4c48ec · outbound

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

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Scaling Autoregressive Models for Content-Rich Text-to-Image Generation

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-12T04:49:31.747550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 34637a02-55ce-429a-a114-635fbfca1a05 · outbound

This paper cites Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation

Reference 41

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T20:06:45.090605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3c69ebfe-37cc-4901-910e-c7d7da582d57 · outbound

This paper cites GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:16.793253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 536aeaf9-7003-4b57-8c62-8151284271b3 · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation OPT: Open Pre-trained Transformer Language Models

Reference 43

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:09:16.812749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b2b399e8-7da7-4e3a-87cd-eccd0d2e7cbe · outbound

This paper cites PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-05-12T04:15:20.153254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7a97a1da-1c51-4055-9eee-a50a88f459c9 · outbound

This paper cites The dining room is decorated with elegant decor.The new tab in Powerpointis highlighted.The card is attached to an external PCI.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation The dining room is decorated with elegant decor.The new tab in Powerpointis highlighted.The card is attached to an external PCI

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:09:17.118382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 565c22a6-06d0-4892-8208-5670831e1ded · outbound

This paper cites Describe this image in as much detail as possible.

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Describe this image in as much detail as possible

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:09:17.115380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

Observation ed32cdba-c0c4-4589-814e-6700f1a71040 · inbound

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

Show-o: One Single Transformer to Unify Multimodal Understanding and Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:17.130563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e8cead0d-1883-41b1-acb7-17f729b03c6d · inbound

VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation cites this paper.

VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 17

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T00:26:21.344703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f0d0334d-1d52-472a-809b-9bec07502c1d · inbound

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

Emu3: Next-Token Prediction is All You Need Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 80

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:17.130563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 953097a9-b36c-4cf7-ac2b-359f78029f52 · inbound

Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation cites this paper.

Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 73

Resolution: verified exact; local_arxiv, observed 2026-05-15T22:09:16.260149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 19bc07dc-343b-418e-9e7a-1ff367711a53 · inbound

T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts cites this paper.

T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 46

Resolution: verified exact; local_arxiv, observed 2026-05-23T08:02:43.240098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation eac14bfc-28e3-48c3-8ac1-5053b2cfc05c · inbound

Autoregressive Video Generation without Vector Quantization cites this paper.

Autoregressive Video Generation without Vector Quantization Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-05-17T15:07:39.907061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7fb24437-949f-42a0-bae1-98227f850c6c · inbound

Cosmos World Foundation Model Platform for Physical AI cites this paper.

Cosmos World Foundation Model Platform for Physical AI Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 184

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:17.130563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5c9d58ce-9e1e-4d58-be23-1be72a898103 · inbound

Imagine while Reasoning in Space: Multimodal Visualization-of-Thought cites this paper.

Imagine while Reasoning in Space: Multimodal Visualization-of-Thought Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-05-16T23:09:34.960328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4483468f-d1bd-4a92-ad7e-a04e5ef6e304 · inbound

Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling cites this paper.

Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:17.130563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5c0dd301-47e9-4663-b3b3-922739d301ae · inbound

WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation cites this paper.

WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 41

Resolution: verified exact; local_arxiv, observed 2026-05-15T16:24:27.732258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7d0bd756-0ef8-4474-bcf8-36998f34ca0f · inbound

Distilling Specialized Orders for Visual Generation cites this paper.

Distilling Specialized Orders for Visual Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-05-22T17:51:54.565661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1ac1f6ab-8c68-4cc3-9f25-d890427d019c · inbound

Mogao: An Omni Foundation Model for Interleaved Multi-Modal Generation cites this paper.

Mogao: An Omni Foundation Model for Interleaved Multi-Modal Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 71

Resolution: verified exact; local_arxiv, observed 2026-05-17T07:24:04.627341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 510bc526-9323-432f-a5c1-cf8a86e89652 · inbound

MMaDA: Multimodal Large Diffusion Language Models cites this paper.

MMaDA: Multimodal Large Diffusion Language Models Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 58

Resolution: verified exact; local_arxiv, observed 2026-05-15T14:50:59.749411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 83a98977-26a2-4318-acd2-10d075d719d3 · inbound

FutureSightDrive: Thinking Visually with Spatio-Temporal CoT for Autonomous Driving cites this paper.

FutureSightDrive: Thinking Visually with Spatio-Temporal CoT for Autonomous Driving Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 56

Resolution: verified exact; local_arxiv, observed 2026-05-15T19:19:42.881048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6b068a75-b2bb-445d-990e-a53a87665611 · inbound

ImgEdit: A Unified Image Editing Dataset and Benchmark cites this paper.

ImgEdit: A Unified Image Editing Dataset and Benchmark Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 64

Resolution: verified exact; local_arxiv, observed 2026-05-12T18:17:45.356143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f91335be-11db-4689-a99b-2897e7ac163b · inbound

PacTure: Efficient PBR Texture Generation on Packed Views with Visual Autoregressive Models cites this paper.

PacTure: Efficient PBR Texture Generation on Packed Views with Visual Autoregressive Models Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-05-19T13:27:18.911636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d1eb0fa0-d1d4-4f2a-a6e5-445e9af5d3fd · inbound

Muddit: Liberating Generation Beyond Text-to-Image with a Unified Discrete Diffusion Model cites this paper.

Muddit: Liberating Generation Beyond Text-to-Image with a Unified Discrete Diffusion Model Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-05-19T13:02:18.402427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 63add968-049e-4465-aff6-2990f697b93c · inbound

Show-o2: Improved Native Unified Multimodal Models cites this paper.

Show-o2: Improved Native Unified Multimodal Models Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 97

Resolution: verified exact; local_arxiv, observed 2026-05-12T18:51:15.604910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b5aa913b-62ad-445d-850c-2c8b2b958b3b · inbound

RealSR-R1: Reinforcement Learning for Real-World Image Super-Resolution with Vision-Language Chain-of-Thought cites this paper.

RealSR-R1: Reinforcement Learning for Real-World Image Super-Resolution with Vision-Language Chain-of-Thought Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 48

Resolution: verified exact; local_arxiv, observed 2026-05-19T08:33:02.106046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d123d1e1-29a5-4d51-9fb2-57ab8efe9b44 · inbound

Hita: Holistic Tokenizer for Autoregressive Image Generation cites this paper.

Hita: Holistic Tokenizer for Autoregressive Image Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:56.919368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9180ea56-d09b-402b-8583-4fbefa1375ee · inbound

AIGI-Holmes: Towards Explainable and Generalizable AI-Generated Image Detection via Multimodal Large Language Models cites this paper.

AIGI-Holmes: Towards Explainable and Generalizable AI-Generated Image Detection via Multimodal Large Language Models Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-06T20:32:59.835972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74b9078c-c315-498c-bc53-7955a613e092 · inbound

Cautious Next Token Prediction cites this paper.

Cautious Next Token Prediction Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T20:39:13.441077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3db0879-fb1b-466e-8256-142c6ec613f1 · 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 Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T19:41:23.758914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c52fc6c6-c3b3-4d9a-9b8a-4a1a76eff23b · inbound

NeoBabel: A Multilingual Open Tower for Visual Generation cites this paper.

NeoBabel: A Multilingual Open Tower for Visual Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T19:15:29.335024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28cfce01-97c4-4b8a-8837-c762e5680455 · inbound

MGVQ: Could VQ-VAE Beat VAE? A Generalizable Tokenizer with Multi-group Quantization cites this paper.

MGVQ: Could VQ-VAE Beat VAE? A Generalizable Tokenizer with Multi-group Quantization Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T18:32:54.829422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6fa32a0-b339-4fa7-88a2-71040c987b3c · inbound

Quantize-then-Rectify: Efficient VQ-VAE Training cites this paper.

Quantize-then-Rectify: Efficient VQ-VAE Training Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T17:34:56.385577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d00869a2-abbc-4b31-9f4c-4cc6ddcb93f5 · inbound

Resurrect Mask AutoRegressive Modeling for Efficient and Scalable Image Generation cites this paper.

Resurrect Mask AutoRegressive Modeling for Efficient and Scalable Image Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T16:37:35.516376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a390e5bb-b054-421d-b2b2-fd628e3abe03 · inbound

EndoGen: Conditional Autoregressive Endoscopic Video Generation cites this paper.

EndoGen: Conditional Autoregressive Endoscopic Video Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T14:53:37.813297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2d401de-1157-4434-96b8-28f7dea11fce · inbound

ROVI: A VLM-LLM Re-Captioned Dataset for Open-Vocabulary Instance-Grounded Text-to-Image Generation cites this paper.

ROVI: A VLM-LLM Re-Captioned Dataset for Open-Vocabulary Instance-Grounded Text-to-Image Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T05:59:15.607151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8264343d-9dc6-4e62-9bdf-d814a1725931 · inbound

StarPose: 3D Human Pose Estimation via Spatial-Temporal Autoregressive Diffusion cites this paper.

StarPose: 3D Human Pose Estimation via Spatial-Temporal Autoregressive Diffusion Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T05:19:29.900939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46bba553-8468-4013-8d4f-58220b6eb0f6 · inbound

Skywork UniPic: Unified Autoregressive Modeling for Visual Understanding and Generation cites this paper.

Skywork UniPic: Unified Autoregressive Modeling for Visual Understanding and Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T04:37:15.549976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37bdc22a-b20b-4712-9f1c-37815c877403 · inbound

UNCAGE: Contrastive Attention Guidance for Masked Generative Transformers in Text-to-Image Generation cites this paper.

UNCAGE: Contrastive Attention Guidance for Masked Generative Transformers in Text-to-Image Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T23:23:59.387008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cda62742-b7b0-4ab0-9d9a-f1283ad0f5f3 · inbound

TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning cites this paper.

TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T21:41:12.843670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b1f887a-7915-4f7d-8414-c1ad0214e0f0 · inbound

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics cites this paper.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T20:49:51.919676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f867fa4f-87fc-49ff-9826-ea1477dc0279 · inbound

Discrete Noise Inversion for Next-scale Autoregressive Text-based Image Editing cites this paper.

Discrete Noise Inversion for Next-scale Autoregressive Text-based Image Editing Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-05T12:07:36.331202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1070d45d-1166-4164-9c6a-df32a3652513 · inbound

Spectrogram Patch Codec: A 2D Block-Quantized VQ-VAE and HiFi-GAN for Neural Speech Coding cites this paper.

Spectrogram Patch Codec: A 2D Block-Quantized VQ-VAE and HiFi-GAN for Neural Speech Coding Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T11:50:49.589283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bf8ba53-fc70-4e4c-8e65-7dc83a78b5b3 · inbound

MEPG:Multi-Expert Planning and Generation for Compositionally-Rich Image Generation cites this paper.

MEPG:Multi-Expert Planning and Generation for Compositionally-Rich Image Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T10:24:55.313822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38b499aa-035d-41bd-a0d2-0fd90831bc60 · inbound

Transition Models: Rethinking the Generative Learning Objective cites this paper.

Transition Models: Rethinking the Generative Learning Objective Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-05T10:19:54.479656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30edf76f-cc38-427e-a654-b0d8eb16c19e · inbound

Exploring Autoregressive Vision Foundation Models for Image Compression cites this paper.

Exploring Autoregressive Vision Foundation Models for Image Compression Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T05:36:53.045538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b3a3851-6621-4557-af74-70e912f65a97 · inbound

Missing Fine Details in Images: Last Seen in High Frequencies cites this paper.

Missing Fine Details in Images: Last Seen in High Frequencies Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-05T05:27:34.310721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6df593d-ba6d-4eeb-a27b-ee3828f84c4b · inbound

RewardDance: Reward Scaling in Visual Generation cites this paper.

RewardDance: Reward Scaling in Visual Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-04T20:09:00.245755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d511910-4ad0-401d-8630-a4616be7a80e · inbound

Scalable Training for Vector-Quantized Networks with 100% Codebook Utilization cites this paper.

Scalable Training for Vector-Quantized Networks with 100% Codebook Utilization Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-04T18:12:47.561520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a42b163a-eed6-43ad-a647-209d659b4161 · inbound

Layout-Conditioned Autoregressive Text-to-Image Generation via Structured Masking cites this paper.

Layout-Conditioned Autoregressive Text-to-Image Generation via Structured Masking Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T16:43:51.786739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e6579d1-7797-490d-8463-4430eb683c52 · inbound

FluentAvatar: Flicker-Free Talking-Head Animation via Phoneme-Guided Autoregressive Modeling cites this paper.

FluentAvatar: Flicker-Free Talking-Head Animation via Phoneme-Guided Autoregressive Modeling Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-05-18T16:42:43.754489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2121a67b-2a82-46ba-b2c3-a3cb3928b3c6 · inbound

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching cites this paper.

Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 72

Resolution: verified exact; local_arxiv, observed 2026-05-18T14:16:27.718923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9dc040b1-12dd-472d-bdcc-00a8ce971ada · inbound

Rethinking Visual Autoregressive Sampling with Information-Grounding Guidance cites this paper.

Rethinking Visual Autoregressive Sampling with Information-Grounding Guidance Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T14:43:15.874749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3d31ada-40d1-498a-aa91-1451e099ad77 · inbound

SSDD: Single-Step Diffusion Decoder for Efficient Image Tokenization cites this paper.

SSDD: Single-Step Diffusion Decoder for Efficient Image Tokenization Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T11:25:35.126850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc6d9cc3-8c20-474c-a676-7d08bceea912 · inbound

IAR2: Improving Autoregressive Visual Generation with Semantic-Detail Associated Token Prediction cites this paper.

IAR2: Improving Autoregressive Visual Generation with Semantic-Detail Associated Token Prediction Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T11:07:58.021332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6ba6d37-1dc9-4124-bb75-913afa76860e · inbound

VFM-VAE: Vision Foundation Models Can Be Good Tokenizers for Latent Diffusion Models cites this paper.

VFM-VAE: Vision Foundation Models Can Be Good Tokenizers for Latent Diffusion Models Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-05-18T05:22:23.965420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c4d51ba8-655c-48a6-a08e-b9891f538ed6 · inbound

Adversarial Concept Distillation for One-Step Diffusion Personalization cites this paper.

Adversarial Concept Distillation for One-Step Diffusion Personalization Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 80

Resolution: verified exact; local_arxiv, observed 2026-05-18T04:50:53.738033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4a08ff76-2086-409a-b1b9-970e80d0e1e3 · inbound

Speculative Coupled Decoding for Training-Free Lossless Acceleration of Autoregressive Visual Generation cites this paper.

Speculative Coupled Decoding for Training-Free Lossless Acceleration of Autoregressive Visual Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-05-18T03:20:48.719247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation bd0b1bc5-5322-4bde-a831-09c7f9c3801e · inbound

Emu3.5: Native Multimodal Models are World Learners cites this paper.

Emu3.5: Native Multimodal Models are World Learners Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 86

Resolution: verified exact; local_arxiv, observed 2026-05-18T01:12:13.523756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation bee76c60-194c-4eeb-8648-a66a90c00323 · inbound

InertialAR: Autoregressive 3D Molecule Generation with Inertial Frames cites this paper.

InertialAR: Autoregressive 3D Molecule Generation with Inertial Frames Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-04T07:22:16.872025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6344dc1c-45b4-472b-b98d-9902f63829f9 · inbound

Rethinking Generative Image Pretraining: How Far Are We From Scaling Up Next-Pixel Prediction? cites this paper.

Rethinking Generative Image Pretraining: How Far Are We From Scaling Up Next-Pixel Prediction? Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-05-21T18:20:29.107646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 10ae1db7-d4bf-4445-8c25-874830bf4c61 · inbound

VVS: Accelerating Speculative Decoding for Visual Autoregressive Generation via Partial Verification Skipping cites this paper.

VVS: Accelerating Speculative Decoding for Visual Autoregressive Generation via Partial Verification Skipping Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-05-17T21:35:17.585888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0adb964b-685a-4ec2-8cb6-7dcd555b4515 · inbound

Spanning Tree Autoregressive Visual Generation cites this paper.

Spanning Tree Autoregressive Visual Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T21:05:42.982740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64be011f-9776-42f8-b256-b33936265e52 · inbound

RubricRL: Simple Generalizable Rewards for Text-to-Image Generation cites this paper.

RubricRL: Simple Generalizable Rewards for Text-to-Image Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T20:15:30.003226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6d18dca-6043-4eff-aafa-fa8b312aae66 · inbound

Improved Mean Flows: On the Challenges of Fastforward Generative Models cites this paper.

Improved Mean Flows: On the Challenges of Fastforward Generative Models Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 48

Resolution: verified exact; local_arxiv, observed 2026-05-17T02:18:52.491482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 09b43240-e309-4526-8769-36de43ce8f9c · inbound

Distribution Matching Variational AutoEncoder cites this paper.

Distribution Matching Variational AutoEncoder Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T17:55:07.981818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 324aefbf-32af-4a29-8318-d68e26ce4a77 · inbound

Grounding Everything in Tokens for Multimodal Large Language Models cites this paper.

Grounding Everything in Tokens for Multimodal Large Language Models Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 58

Resolution: verified exact; local_arxiv, observed 2026-05-16T23:31:21.905759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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

FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models cites this paper.

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 39497e66-94f8-4976-bae0-0627176b05f4 · inbound

Beyond Patches: Global-aware Autoregressive Model for Multimodal Few-Shot Font Generation cites this paper.

Beyond Patches: Global-aware Autoregressive Model for Multimodal Few-Shot Font Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 52

Resolution: verified exact; local_arxiv, observed 2026-05-21T17:00:24.167843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a6e05637-4841-4a34-b1bf-e517e2d788b6 · inbound

Mirai: Autoregressive Visual Generation Needs Foresight cites this paper.

Mirai: Autoregressive Visual Generation Needs Foresight Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-05-16T12:17:52.079032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 42650a78-cc79-4e24-bd49-c31b5a45b7b7 · inbound

CausalEmbed: Auto-Regressive Multi-Vector Generation in Latent Space for Visual Document Embedding cites this paper.

CausalEmbed: Auto-Regressive Multi-Vector Generation in Latent Space for Visual Document Embedding Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-05-16T10:17:44.662874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 979542c5-b969-4cb5-b7e0-d43d8d04001b · inbound

Progressive Checkerboards for Autoregressive Multiscale Image Generation cites this paper.

Progressive Checkerboards for Autoregressive Multiscale Image Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T04:53:12.087711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 761a693b-8e37-490a-974a-55d2406c9d2a · inbound

Improving Text-to-Image Generation with Intrinsic Self-Confidence Rewards cites this paper.

Improving Text-to-Image Generation with Intrinsic Self-Confidence Rewards Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 68

Resolution: verified exact; local_arxiv, observed 2026-05-15T18:41:28.829786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5dc27d68-c28d-4481-9b49-a7b11bde5266 · inbound

From Static Inference to Dynamic Interaction: A Survey of Streaming Large Language Models cites this paper.

From Static Inference to Dynamic Interaction: A Survey of Streaming Large Language Models Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 12

Resolution: metadata mismatch; local_arxiv, observed 2026-05-15T16:20:09.951717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b6ebaeeb-4d5d-458a-9cd6-8fb38a14f82f · inbound

Revisiting Autoregressive Models for Generative Image Classification cites this paper.

Revisiting Autoregressive Models for Generative Image Classification Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 55

Resolution: unresolved; no resolver link, observed 2026-07-13T22:10:29.821610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 161ec749-f989-46c9-9bc2-dcbfbb5a6ddb · inbound

When Models Learn to Ask Why: Adaptive Causal Reasoning for Trustworthy Medical Vision-Language Models cites this paper.

When Models Learn to Ask Why: Adaptive Causal Reasoning for Trustworthy Medical Vision-Language Models Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-13T19:53:46.276873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc088a38-3753-4d71-96a8-92fec2429b75 · inbound

Drift-AR: Single-Step Visual Autoregressive Generation via Anti-Symmetric Drifting cites this paper.

Drift-AR: Single-Step Visual Autoregressive Generation via Anti-Symmetric Drifting Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 30

Resolution: metadata mismatch; local_arxiv, observed 2026-05-14T22:08:04.903190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 91ad57be-ebc0-4cf9-8171-de599f38fc74 · inbound

A Frame is Worth One Token: Efficient Generative World Modeling with Delta Tokens cites this paper.

A Frame is Worth One Token: Efficient Generative World Modeling with Delta Tokens Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:17.130563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 02583c37-6530-4f78-a268-7ff957cf2bd5 · inbound

MAR-GRPO: Stabilized GRPO for AR-diffusion Hybrid Image Generation cites this paper.

MAR-GRPO: Stabilized GRPO for AR-diffusion Hybrid Image Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:17.130563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ffd2316e-6aa9-41d5-8999-765548fa6fdf · inbound

TC-AE: Unlocking Token Capacity for Deep Compression Autoencoders cites this paper.

TC-AE: Unlocking Token Capacity for Deep Compression Autoencoders Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:17.130563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d1ed9836-88c9-476b-843c-7e5a821d0f7f · inbound

Multimodal Large Language Models for Multi-Subject In-Context Image Generation cites this paper.

Multimodal Large Language Models for Multi-Subject In-Context Image Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T22:09:17.130563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 725a3ebd-d339-49e5-91ea-09653526d14c · inbound

SMART: When is it Actually Worth Expanding a Speculative Tree? cites this paper.

SMART: When is it Actually Worth Expanding a Speculative Tree? Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 30

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T22:09:17.130563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4d4945c8-ce3a-487c-bc3d-4d434014c40a · inbound

Differentiable Vector Quantization for Rate-Distortion Optimization of Generative Image Compression cites this paper.

Differentiable Vector Quantization for Rate-Distortion Optimization of Generative Image Compression Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 59

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:17.130563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 431a868f-da0e-498d-b70f-007d09b6d9e1 · inbound

On the Robustness of Watermarking for Autoregressive Image Generation cites this paper.

On the Robustness of Watermarking for Autoregressive Image Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:17.130563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 65a2847e-57d1-44ef-8d63-a29c2e300d33 · inbound

LMMs Meet Object-Centric Vision: Understanding, Segmentation, Editing and Generation cites this paper.

LMMs Meet Object-Centric Vision: Understanding, Segmentation, Editing and Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 149

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:17.130563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e394fe8a-7848-44c3-af00-a284e7ea7d19 · inbound

Combating Pattern and Content Bias: Adversarial Feature Learning for Generalized AI-Generated Image Detection cites this paper.

Combating Pattern and Content Bias: Adversarial Feature Learning for Generalized AI-Generated Image Detection Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:17.130563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e9ef6dbd-c0be-4b8c-a03c-b82a5669db96 · inbound

Generative Refinement Networks for Visual Synthesis cites this paper.

Generative Refinement Networks for Visual Synthesis Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:17.130563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6e90d86e-88f2-4592-acc7-da2339d356ce · inbound

Generative Refinement Networks for Visual Synthesis cites this paper.

Generative Refinement Networks for Visual Synthesis Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 50

Resolution: unresolved; no resolver link, observed 2026-07-12T21:00:35.123495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cd7f1f6-c565-4083-b420-6a52a2be2c7c · inbound

Prompt-Guided Image Editing with Masked Logit Nudging in Visual Autoregressive Models cites this paper.

Prompt-Guided Image Editing with Masked Logit Nudging in Visual Autoregressive Models Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:17.130563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c0932551-0e85-4745-975d-d4d47944c4c5 · inbound

BEAT: Tokenizing and Generating Symbolic Music by Uniform Temporal Steps cites this paper.

BEAT: Tokenizing and Generating Symbolic Music by Uniform Temporal Steps Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 107

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T22:09:17.130563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 875b5626-6b6c-4436-872e-998b6dc03de5 · inbound

Normalizing Flows with Iterative Denoising cites this paper.

Normalizing Flows with Iterative Denoising Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:17.130563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 83e712a5-fc91-46d4-92a5-00db9b98bf39 · inbound

UniGenDet: A Unified Generative-Discriminative Framework for Co-Evolutionary Image Generation and Generated Image Detection cites this paper.

UniGenDet: A Unified Generative-Discriminative Framework for Co-Evolutionary Image Generation and Generated Image Detection Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:17.130563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation daa64acb-7503-4737-b5a1-56b431dfcb9a · inbound

PILOT: One Physics-Integrated Generation Framework to Unify 2D and 3D Radio Map Construction cites this paper.

PILOT: One Physics-Integrated Generation Framework to Unify 2D and 3D Radio Map Construction Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:17.130563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2a2510ff-bd0b-4170-81c9-0d56f09b903f · inbound

Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation cites this paper.

Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:17.130563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f466b11f-5c7c-44ea-9f02-f15502eb6161 · inbound

Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation cites this paper.

Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-05-20T23:43:51.180253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e83dd030-e40f-4a8e-baed-ae2fc66cd853 · inbound

VibeToken: Scaling 1D Image Tokenizers and Autoregressive Models for Dynamic Resolution Generations cites this paper.

VibeToken: Scaling 1D Image Tokenizers and Autoregressive Models for Dynamic Resolution Generations Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:17.130563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2c44da9a-67f3-44f3-8d4b-dda5954a8faf · inbound

Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling cites this paper.

Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 78

Resolution: metadata mismatch; local_arxiv, observed 2026-05-12T10:16:28.878385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f0fb14ba-463a-4221-ae48-cabecfc7aa9c · inbound

End-to-End Autoregressive Image Generation with 1D Semantic Tokenizer cites this paper.

End-to-End Autoregressive Image Generation with 1D Semantic Tokenizer Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:17.130563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 35f20669-b4b1-4b87-b554-c193e29547b5 · inbound

MUSE: Resolving Manifold Misalignment in Visual Tokenization via Topological Orthogonality cites this paper.

MUSE: Resolving Manifold Misalignment in Visual Tokenization via Topological Orthogonality Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 136

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:17.130563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c2352eba-bda5-4494-ae72-c828452200dd · inbound

Autoregressive Visual Generation Needs a Prologue cites this paper.

Autoregressive Visual Generation Needs a Prologue Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:17.130563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8b3d831d-da02-42bf-8166-7e54e31dd09d · inbound

Autoregressive Visual Generation Needs a Prologue cites this paper.

Autoregressive Visual Generation Needs a Prologue Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-06-30T23:45:08.399707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 531e8960-6ba5-49cf-b13b-f191231e638e · inbound

CASCADE: Context-Aware Relaxation for Speculative Image Decoding cites this paper.

CASCADE: Context-Aware Relaxation for Speculative Image Decoding Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:17.130563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 51c5d48b-9486-4a90-9a10-40961f653ffc · inbound

Normalizing Trajectory Models cites this paper.

Normalizing Trajectory Models Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:09:17.130563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3210a118-6a4e-46af-87b7-6128aa1af582 · inbound

Normalizing Trajectory Models cites this paper.

Normalizing Trajectory Models Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-05-14T21:17:58.678264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation df876653-2cb1-48e2-9741-57f9c46d4ec7 · inbound

dFlowGRPO: Rate-Aware Policy Optimization for Discrete Flow Models cites this paper.

dFlowGRPO: Rate-Aware Policy Optimization for Discrete Flow Models Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 66

Resolution: metadata mismatch; local_arxiv, observed 2026-05-12T06:51:29.568597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8e04ffde-0a30-430e-8119-80ace093cf88 · inbound

FlashAR: Efficient Post-Training Acceleration for Autoregressive Image Generation cites this paper.

FlashAR: Efficient Post-Training Acceleration for Autoregressive Image Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-05-12T02:21:16.486531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8969a9c6-bf9a-4a1f-8966-acfd79a99ebb · inbound

FlashAR: Efficient Post-Training Acceleration for Autoregressive Image Generation cites this paper.

FlashAR: Efficient Post-Training Acceleration for Autoregressive Image Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-05-13T06:02:23.713752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.