Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction | Paper Citation Record

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

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

Reference 33

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

Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 79

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Autoregressive Video Generation without Vector Quantization cites this paper.

Autoregressive Video Generation without Vector Quantization Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 24

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Generative Physical AI in Vision: A Survey cites this paper.

Generative Physical AI in Vision: A Survey Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 9

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TabularARGN: A Flexible and Efficient Auto-Regressive Framework for Generating High-Fidelity Synthetic Data cites this paper.

TabularARGN: A Flexible and Efficient Auto-Regressive Framework for Generating High-Fidelity Synthetic Data Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 55

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Visual Generation Without Guidance cites this paper.

Visual Generation Without Guidance Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 66

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GaussianToken: An Effective Image Tokenizer with 2D Gaussian Splatting cites this paper.

GaussianToken: An Effective Image Tokenizer with 2D Gaussian Splatting Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 30

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Neural SDEs as a Unified Approach to Continuous-Domain Sequence Modeling cites this paper.

Neural SDEs as a Unified Approach to Continuous-Domain Sequence Modeling Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 2014

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BCAT: A Block Causal Transformer for PDE Foundation Models for Fluid Dynamics cites this paper.

BCAT: A Block Causal Transformer for PDE Foundation Models for Fluid Dynamics Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 51

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Exploring Representation-Aligned Latent Space for Better Generation cites this paper.

Exploring Representation-Aligned Latent Space for Better Generation Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 18

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Masked Generative Nested Transformers with Decode Time Scaling cites this paper.

Masked Generative Nested Transformers with Decode Time Scaling Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 38

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Video Latent Flow Matching: Optimal Polynomial Projections for Video Interpolation and Extrapolation cites this paper.

Video Latent Flow Matching: Optimal Polynomial Projections for Video Interpolation and Extrapolation Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 72

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Masked Autoencoders Are Effective Tokenizers for Diffusion Models cites this paper.

Masked Autoencoders Are Effective Tokenizers for Diffusion Models Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 29

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Learning Real-World Action-Video Dynamics with Heterogeneous Masked Autoregression cites this paper.

Learning Real-World Action-Video Dynamics with Heterogeneous Masked Autoregression Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 45

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Can Diffusion Models Learn Hidden Inter-Feature Rules Behind Images? cites this paper.

Can Diffusion Models Learn Hidden Inter-Feature Rules Behind Images? Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 21

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EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling cites this paper.

EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 14

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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 Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 44

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Neural Incompatibility: The Unbridgeable Gap of Cross-Scale Parametric Knowledge Transfer in Large Language Models cites this paper.

Neural Incompatibility: The Unbridgeable Gap of Cross-Scale Parametric Knowledge Transfer in Large Language Models Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 51

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Exploring In-Image Machine Translation with Real-World Background cites this paper.

Exploring In-Image Machine Translation with Real-World Background Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 20

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High-Fidelity Functional Ultrasound Reconstruction via A Visual Auto-Regressive Framework cites this paper.

High-Fidelity Functional Ultrasound Reconstruction via A Visual Auto-Regressive Framework Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 36

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Rhetorical Text-to-Image Generation via Two-layer Diffusion Policy Optimization cites this paper.

Rhetorical Text-to-Image Generation via Two-layer Diffusion Policy Optimization Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 48

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NTPP: Generative Speech Language Modeling for Dual-Channel Spoken Dialogue via Next-Token-Pair Prediction cites this paper.

NTPP: Generative Speech Language Modeling for Dual-Channel Spoken Dialogue via Next-Token-Pair Prediction Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 68

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

HMAR: Efficient Hierarchical Masked Auto-Regressive Image Generation Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 45

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STARFlow: Scaling Latent Normalizing Flows for High-resolution Image Synthesis cites this paper.

STARFlow: Scaling Latent Normalizing Flows for High-resolution Image Synthesis Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 60

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MADFormer: Mixed Autoregressive and Diffusion Transformers for Continuous Image Generation cites this paper.

MADFormer: Mixed Autoregressive and Diffusion Transformers for Continuous Image Generation Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 37

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CoC: Chain-of-Cancer based on Cross-Modal Autoregressive Traction for Survival Prediction cites this paper.

CoC: Chain-of-Cancer based on Cross-Modal Autoregressive Traction for Survival Prediction Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 23

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ShareGPT-4o-Image: Aligning Multimodal Models with GPT-4o-Level Image Generation cites this paper.

ShareGPT-4o-Image: Aligning Multimodal Models with GPT-4o-Level Image Generation Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 49

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Instella-T2I: Pushing the Limits of 1D Discrete Latent Space Image Generation cites this paper.

Instella-T2I: Pushing the Limits of 1D Discrete Latent Space Image Generation Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 20

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CycleVAR: Repurposing Autoregressive Model for Unsupervised One-Step Image Translation cites this paper.

CycleVAR: Repurposing Autoregressive Model for Unsupervised One-Step Image Translation Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 45

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Transition Matching: Scalable and Flexible Generative Modeling cites this paper.

Transition Matching: Scalable and Flexible Generative Modeling Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 44

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LLaVA-SP: Enhancing Visual Representation with Visual Spatial Tokens for MLLMs cites this paper.

LLaVA-SP: Enhancing Visual Representation with Visual Spatial Tokens for MLLMs Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 52

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Autoregressive Image Generation with Linear Complexity: A Spatial-Aware Decay Perspective cites this paper.

Autoregressive Image Generation with Linear Complexity: A Spatial-Aware Decay Perspective Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 37

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

Hita: Holistic Tokenizer for Autoregressive Image Generation Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 47

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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 Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 85

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Cautious Next Token Prediction cites this paper.

Cautious Next Token Prediction Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 34

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MambaVideo for Discrete Video Tokenization with Channel-Split Quantization cites this paper.

MambaVideo for Discrete Video Tokenization with Channel-Split Quantization Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 21

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Implementing Adaptations for Vision AutoRegressive Model cites this paper.

Implementing Adaptations for Vision AutoRegressive Model Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 29

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HRVVS: A High-resolution Video Vasculature Segmentation Network via Hierarchical Autoregressive Residual Priors cites this paper.

HRVVS: A High-resolution Video Vasculature Segmentation Network via Hierarchical Autoregressive Residual Priors Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 23

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Joint Lossless Compression and Steganography for Medical Images via Large Language Models cites this paper.

Joint Lossless Compression and Steganography for Medical Images via Large Language Models Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 28

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

StarPose: 3D Human Pose Estimation via Spatial-Temporal Autoregressive Diffusion Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 48

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FuXi-\beta: Towards a Lightweight and Fast Large-Scale Generative Recommendation Model cites this paper.

FuXi-\beta: Towards a Lightweight and Fast Large-Scale Generative Recommendation Model Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 53

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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 Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 50

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

Scalable Training for Vector-Quantized Networks with 100% Codebook Utilization Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 44

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

InertialAR: Autoregressive 3D Molecule Generation with Inertial Frames Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 46

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REGLUE Your Latents with Global and Local Semantics for Entangled Diffusion cites this paper.

REGLUE Your Latents with Global and Local Semantics for Entangled Diffusion Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 63

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CG-MLLM: Captioning and Generating 3D content via Multi-modal Large Language Models cites this paper.

CG-MLLM: Captioning and Generating 3D content via Multi-modal Large Language Models Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 25

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Language-Guided Transformer Tokenizer for Human Motion Generation cites this paper.

Language-Guided Transformer Tokenizer for Human Motion Generation Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 17

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Pinterest Canvas: Large-Scale Image Generation at Pinterest cites this paper.

Pinterest Canvas: Large-Scale Image Generation at Pinterest Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 33

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Generative Refinement Networks for Visual Synthesis cites this paper.

Generative Refinement Networks for Visual Synthesis Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 52

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Generative Refinement Networks for Visual Synthesis cites this paper.

Generative Refinement Networks for Visual Synthesis Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 52

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Text-To-Speech with Chain-of-Details: modeling temporal dynamics in speech generation cites this paper.

Text-To-Speech with Chain-of-Details: modeling temporal dynamics in speech generation Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 28

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Observation af125df3-6c61-462c-946a-bf973da75c54 · inbound

MMCORE: MultiModal COnnection with Representation Aligned Latent Embeddings cites this paper.

MMCORE: MultiModal COnnection with Representation Aligned Latent Embeddings Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 34

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Normalizing Trajectory Models cites this paper.

Normalizing Trajectory Models Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 19

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Normalizing Trajectory Models cites this paper.

Normalizing Trajectory Models Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 19

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Observation 5b4b231a-8f83-4a8d-84d3-6bbda913b35f · inbound

TRACE: Temporal Routing with Autoregressive Cross-channel Experts for EEG Representation Learning cites this paper.

TRACE: Temporal Routing with Autoregressive Cross-channel Experts for EEG Representation Learning Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:27:07.499894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 74e2ea72-7abf-4b0b-9e0f-873877f3d55a · inbound

Mutual Enhancement Between Global Tokens and Patch Tokens: From Theory to Practice cites this paper.

Mutual Enhancement Between Global Tokens and Patch Tokens: From Theory to Practice Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-05-20T22:43:51.045051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6e2dedba-bbfb-49dd-8411-78c31672b540 · inbound

SRC-Flow: Compact Semantic Representations Enable Normalizing Flows for Image Generation cites this paper.

SRC-Flow: Compact Semantic Representations Enable Normalizing Flows for Image Generation Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 22

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T12:03:15.386946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 24f58dbd-1847-4812-a2d1-7477efe571c5 · inbound

SRC-Flow: Compact Semantic Representations Enable Normalizing Flows for Image Generation cites this paper.

SRC-Flow: Compact Semantic Representations Enable Normalizing Flows for Image Generation Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 22

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T18:55:00.880061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c0e8b435-e4df-4f72-a77b-518e4cab39ef · inbound

SRC-Flow: Compact Semantic Representations Enable Normalizing Flows for Image Generation cites this paper.

SRC-Flow: Compact Semantic Representations Enable Normalizing Flows for Image Generation Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T13:49:19.647602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a3834f3-bfc7-4c5b-bde3-a61da64e68a9 · inbound

Vision Foundation Models as Generalist Tokenizers for Image Generation cites this paper.

Vision Foundation Models as Generalist Tokenizers for Image Generation Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 75

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T11:03:13.431357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation dd5b4dfa-05d3-4d4a-b4e3-ea7130a7e7f3 · inbound

Structure over Pixels: Learning Variable-Length Visual Programs cites this paper.

Structure over Pixels: Learning Variable-Length Visual Programs Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T18:13:48.992424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5f206bdb-b56a-4463-90cf-951d1da76bde · inbound

GPIC: A Giant Permissive Image Corpus for Visual Generation cites this paper.

GPIC: A Giant Permissive Image Corpus for Visual Generation Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T07:43:14.161443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7a9eac4a-74fb-4c34-8054-3bb219dba706 · inbound

Coarse-to-Control: Action-Token Planning for Vision-Language-Action Models cites this paper.

Coarse-to-Control: Action-Token Planning for Vision-Language-Action Models Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-07-02T17:37:14.616849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ea1f55ad-4600-458d-be96-a18ba8af89bf · inbound

OmniGen-AR: AutoRegressive Any-to-Image Generation cites this paper.

OmniGen-AR: AutoRegressive Any-to-Image Generation Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:47:29.665114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9c7ac308-bf41-4d0b-8395-357a56231a49 · inbound

SubdivAR: Autoregressive Next-Scale Prediction for Neural Mesh Subdivision cites this paper.

SubdivAR: Autoregressive Next-Scale Prediction for Neural Mesh Subdivision Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 40

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T13:39:51.006842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1c819c78-e0aa-405f-9ed6-28be8e9a3637 · inbound

SubdivAR: Autoregressive Next-Scale Prediction for Neural Mesh Subdivision cites this paper.

SubdivAR: Autoregressive Next-Scale Prediction for Neural Mesh Subdivision Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T10:07:06.115453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba787460-7882-4003-a7cb-b410f43850c5 · inbound

Amplifying Membership Signal Through Chained Regeneration cites this paper.

Amplifying Membership Signal Through Chained Regeneration Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 35

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T09:45:39.297920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 98f86f12-26fd-4466-b869-57bf08f09e9b · inbound

MentalThink: Shaping Thoughts in Mental SVG World cites this paper.

MentalThink: Shaping Thoughts in Mental SVG World Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-12T01:50:59.184754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers