Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 43 inbound Pith citation observations for arXiv:2408.02657.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-11T19:29:52.643443Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T03:49:30.628376Z
0 of 0 outbound references displayed
External citation measurements
No source-named external measurement is stored.
No outbound reference observations are available for this paper version.
Observation 62571cf7-2789-4a08-865d-877163f7177c · inbound
ILLUME: Illuminating Your LLMs to See, Draw, and Self-Enhance Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5dce2f0c-126c-4b86-92b1-74f7830d77bc · inbound
Doe-1: Closed-Loop Autonomous Driving with Large World Model Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5b47ab1-12f1-45d0-865a-28405a8645ea · inbound
E-CAR: Efficient Continuous Autoregressive Image Generation via Multistage Modeling Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d58b3ad1-85fe-452a-9860-ccbba45bc9f2 · inbound
Parallelized Autoregressive Visual Generation Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95406ae6-48ce-46d5-85ba-f8430b58703a · inbound
LANTERN++: Enhancing Relaxed Speculative Decoding with Static Tree Drafting for Visual Auto-regressive Models Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6fbc2086-64f5-42a4-a939-35f47d22c474 · inbound
Lumina-Video: Efficient and Flexible Video Generation with Multi-scale Next-DiT Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e773658c-3710-4996-9cd0-ffd41c0fdb40 · inbound
HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26bc7693-c9e1-4dce-ab19-04882e189e26 · inbound
IA-T2I: Internet-Augmented Text-to-Image Generation Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70c81c4b-9bab-4fa5-a1e3-9800cc299360 · inbound
ChemMLLM: Chemical Multimodal Large Language Model Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f04e4ae7-fcef-48e0-92e0-93a264e8f051 · inbound
FutureSightDrive: Thinking Visually with Spatio-Temporal CoT for Autonomous Driving Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 1adb9af2-121c-41eb-81d2-c622f8fed257 · inbound
Memory-Efficient Visual Autoregressive Modeling with Scale-Aware KV Cache Compression Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62cec599-c947-4a54-b4b7-ad3b636aa6b3 · inbound
StyleAR: Customizing Multimodal Autoregressive Model for Style-Aligned Text-to-Image Generation Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c72fe73b-cab8-499d-8243-8f62cb7fce89 · inbound
UniRL: Self-Improving Unified Multimodal Models via Supervised and Reinforcement Learning Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6250347-bda3-4597-adbc-03089dc1fd81 · inbound
Muddit: Liberating Generation Beyond Text-to-Image with a Unified Discrete Diffusion Model Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 49d3edac-ad4b-4652-88dc-a6fa4324f036 · inbound
Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 706012d4-a61f-401b-95a4-d33aad107f67 · inbound
SkipVAR: Accelerating Visual Autoregressive Modeling via Adaptive Frequency-Aware Skipping Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8cce00cd-11e6-4d63-954a-b2f9934dd839 · inbound
RealSR-R1: Reinforcement Learning for Real-World Image Super-Resolution with Vision-Language Chain-of-Thought Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5ea88251-6d04-4cff-842b-fd6359a7cac2 · inbound
CycleVAR: Repurposing Autoregressive Model for Unsupervised One-Step Image Translation Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2bd89df-c72d-4e5d-8a5c-2f7b2e9f196a · inbound
DC-AR: Efficient Masked Autoregressive Image Generation with Deep Compression Hybrid Tokenizer Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5bc01014-fdca-4031-bfd8-854eff4a6a24 · inbound
Resurrect Mask AutoRegressive Modeling for Efficient and Scalable Image Generation Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59f2878a-3c54-45c2-be29-4e07cec1fb49 · inbound
UNCAGE: Contrastive Attention Guidance for Masked Generative Transformers in Text-to-Image Generation Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0905e324-4926-43f8-972c-984ff983303d · inbound
Exploring Autoregressive Vision Foundation Models for Image Compression Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a58b564-e316-4d5e-a931-3b5911feffed · inbound
Speculative Coupled Decoding for Training-Free Lossless Acceleration of Autoregressive Visual Generation Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 253ed8bd-367d-458c-8b6d-5b0899881c0e · inbound
VVS: Accelerating Speculative Decoding for Visual Autoregressive Generation via Partial Verification Skipping Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5d334b33-de6f-4a3d-a3ab-566b9c84a901 · inbound
dMLLM-TTS: Self-Verified and Efficient Test-Time Scaling for Diffusion Multi-Modal Large Language Models Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 68de935d-430c-48c8-b6cd-1b6821744d63 · inbound
SJD-PAC: Accelerating Speculative Jacobi Decoding via Proactive Drafting and Adaptive Continuation Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1849eba3-8fac-4819-b16b-f7b260442cf6 · inbound
Drift-AR: Single-Step Visual Autoregressive Generation via Anti-Symmetric Drifting Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d2a25238-8249-4e0f-a039-27e2163dfca9 · inbound
MAR-GRPO: Stabilized GRPO for AR-diffusion Hybrid Image Generation Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 47a61f61-ab51-416c-bde0-838e6bae69a0 · inbound
Back into Plato's Cave: Examining Cross-modal Representational Convergence at Scale Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a4c460ff-9f89-481a-b00c-da3616c772c1 · inbound
TextGround4M: A Prompt-Aligned Dataset for Layout-Aware Text Rendering Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 51cdcfe1-67c0-418a-9f68-24f7917fab1b · inbound
OA-WAM: Object-Addressable World Action Model for Robust Robot Manipulation Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 12335dc9-37c8-408d-8b8d-b255ea492955 · inbound
CASCADE: Context-Aware Relaxation for Speculative Image Decoding Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6784e666-fbbb-45ff-a168-3c220c213ace · inbound
FlashAR: Efficient Post-Training Acceleration for Autoregressive Image Generation Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 23a5030c-42ef-4c75-8a0a-fd9a0293c645 · inbound
FlashAR: Efficient Post-Training Acceleration for Autoregressive Image Generation Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f8f0abe7-a300-4f66-ba5a-538d9d175aa8 · inbound
DeepSight: Long-Horizon World Modeling via Latent States Prediction for End-to-End Autonomous Driving Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 125
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 8389d4b9-e0ff-4288-9d2a-07a3b79fa962 · inbound
Hierarchical Image Tokenization for Multi-Scale Image Super Resolution Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ff6b55aa-22f3-4d85-86b6-41417a31e54b · inbound
Where to Refine, When to Stop: Rethinking Redundancy via Latent Discrepancy for Efficient Visual Autoregressive Generation Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e145c616-d838-4db0-907f-0ff8c6e91adf · inbound
Polaris: Scaling Up Instruction-Guided Image Generation Towards Millions of Personalized Style Needs Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 01af4b66-d9ae-4ba2-83dc-32fef732688e · inbound
Parallel Jacobi Decoding for Fast Autoregressive Image Generation Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b02c2aed-bc8b-4cb6-afa6-d86d8910cb60 · inbound
Knowledge Distillation for Visual Autoregressive Models Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2eb5c7f6-2ff7-426a-a41f-52ab3fd1cc5b · inbound
SSD: Spatially Speculative Decoding Accelerates Autoregressive Image Generation Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 30cbcc5d-0224-4654-a5f0-3a94e05ddaf5 · inbound
From Open Loop to Closed Loop: A Test-Time Iterative Optimization Framework for Reference-Consistent Image Generation Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d14b4f97-c2a7-4db3-acd5-ff77c4eea622 · inbound
Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.