Paper Citation Record · LEDGER

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models

As of 14 August 2026, this Paper Citation Record lists 82 of 82 outbound references and 5 inbound Pith citation observations for arXiv:2512.14008.

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

pith.paper-citation-record.v1
2512.14008 v2

Coverage vector

measured 82 of 82 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T16:21:40.277901Z

measured 87 of 87 standing notices

One-hop event checks from named stored sources.

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measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T09:39:33.093629Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T17:38:43.676950Z

Reference resolution

82 of 82 outbound references displayed

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External citation measurements

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Outbound references

Observation 2e5f1d29-7e7a-4fb7-b411-955f2a7ea27c · outbound

This paper cites Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:31.275013Z

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Observation b8146d99-7772-4259-a545-b88a37ed3a2f · outbound

This paper cites Structured denoising dif- fusion models in discrete state-spaces.Advances in neural information processing systems, 34:17981–17993, 2021.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Structured denoising dif- fusion models in discrete state-spaces.Advances in neural information processing systems, 34:17981–17993, 2021

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:31.317490Z

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Observation 015f33cc-23d0-4e5c-9e3d-196760368038 · outbound

This paper cites Qwen2.5-VL Technical Report.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Qwen2.5-VL Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:31.374567Z

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Observation d6221954-d337-4a12-b8fe-e52ebc046a27 · outbound

This paper cites Halton Scheduler For Masked Generative Image Transformer.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Halton Scheduler For Masked Generative Image Transformer

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:31.435181Z

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Observation 83c143c3-c219-4a5a-9e2b-819970be1393 · outbound

This paper cites In- structpix2pix: Learning to follow image editing instructions.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models In- structpix2pix: Learning to follow image editing instructions

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:31.520363Z

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Observation dd5ac18c-1554-45e5-b067-298f16be34a3 · outbound

This paper cites Coyo-700m: Image-text pair dataset.https : / / github.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Coyo-700m: Image-text pair dataset.https : / / github

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:31.603156Z

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Observation 95c26570-d1c3-4547-b6b1-59553bd53feb · outbound

This paper cites Maskgit: Masked generative image transformer.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Maskgit: Masked generative image transformer

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:31.680617Z

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Observation ab85a340-a5c4-4404-a48d-c2a01f7d38e5 · outbound

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

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Muse: Text-To-Image Generation via Masked Generative Transformers

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:31.725029Z

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Observation cb519f03-a043-4030-8e65-b652ae1f883a · outbound

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

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models ShareGPT-4o-Image: Aligning Multimodal Models with GPT-4o-Level Image Generation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:31.813465Z

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Observation cdba4620-f658-4390-a193-ec99267fe35a · outbound

This paper cites BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:31.888731Z

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Observation a27ce837-6cb6-4020-9de9-132ab1b3ab10 · outbound

This paper cites Sdar: A synergistic diffusion-autoregression paradigm for scalable sequence generation.arXiv preprint arXiv:2510.06303, 2025.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Sdar: A synergistic diffusion-autoregression paradigm for scalable sequence generation.arXiv preprint arXiv:2510.06303, 2025

Reference 11

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Observation aa860c1c-2632-4aa7-b6de-71350afa582d · outbound

This paper cites Emerging Properties in Unified Multimodal Pretraining.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Emerging Properties in Unified Multimodal Pretraining

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:32.006411Z

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Observation 517b9884-a8b9-4233-b9b7-e4f826f1e19a · outbound

This paper cites Bert: Pre-training of deep bidirectional trans- formers for language understanding.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Bert: Pre-training of deep bidirectional trans- formers for language understanding

Reference 13

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Observation 5127ee4f-d1df-4b35-920f-b4421a01b24f · outbound

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

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Taming transformers for high-resolution image synthesis

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:32.180195Z

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Observation 4ed01278-b7bd-46de-a1b9-3f8798c0af15 · outbound

This paper cites Scaling recti- fied flow transformers for high-resolution image synthesis.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Scaling recti- fied flow transformers for high-resolution image synthesis

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:32.248872Z

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Observation 00d7975a-5547-4546-9ac3-d260e33ce698 · outbound

This paper cites MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:32.331138Z

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Observation fcb18a22-f58e-4f29-bfa1-5ba7f8de4c4e · outbound

This paper cites Geneval: An object-focused framework for evaluating text- to-image alignment.Advances in Neural Information Pro- cessing Systems, 36:52132–52152, 2023.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Geneval: An object-focused framework for evaluating text- to-image alignment.Advances in Neural Information Pro- cessing Systems, 36:52132–52152, 2023

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:32.411609Z

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Observation 422dbeb9-5e7f-4fe7-90ca-88f2e6ae6291 · outbound

This paper cites MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:32.491974Z

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Observation 99356766-f590-4816-a53d-83d6389bb270 · outbound

This paper cites Masked autoencoders are scalable vision learners.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Masked autoencoders are scalable vision learners

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:32.577277Z

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Observation 1f0b3f9f-1175-4df1-b673-01756b972405 · outbound

This paper cites Unified discrete diffusion for si- multaneous vision-language generation.arXiv, 2022.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Unified discrete diffusion for si- multaneous vision-language generation.arXiv, 2022

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Observation d869eb79-89e4-4c0a-8a4f-d5441ec53756 · outbound

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

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment

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Observation 50d1afc4-20bf-4fc3-9f59-3eb70eee4f0f · outbound

This paper cites VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search

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Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:32.823096Z

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Observation 7ce2fe76-20f9-45e5-b0cb-6fd6b23e069f · outbound

This paper cites Referitgame: Referring to objects in pho- 9 tographs of natural scenes.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Referitgame: Referring to objects in pho- 9 tographs of natural scenes

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Observation e401cbdf-a595-4065-a582-5d2a856263b2 · outbound

This paper cites Mercury: Ultra-Fast Language Models Based on Diffusion.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Mercury: Ultra-Fast Language Models Based on Diffusion

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Observation 77332f7e-e738-4752-b78c-98145d5da34a · outbound

This paper cites Segment any- thing.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Segment any- thing

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Observation 319a7461-f406-49ff-adee-f0d019eaeea4 · outbound

This paper cites Pick-a-pic: An open dataset of user preferences for text-to-image generation.Ad- vances in neural information processing systems, 36:36652– 36663, 2023.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Pick-a-pic: An open dataset of user preferences for text-to-image generation.Ad- vances in neural information processing systems, 36:36652– 36663, 2023

Reference 26

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Observation d5b1fb5f-ea04-4549-8986-6a3292b41be0 · outbound

This paper cites Flux.https://github.com/ black-forest-labs/flux, 2024.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Flux.https://github.com/ black-forest-labs/flux, 2024

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Observation 73c32410-1435-4f50-9680-efa9adad3911 · outbound

This paper cites Flux.1 kontext: Flow matching for in-context image generation and editing in latent space,.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Flux.1 kontext: Flow matching for in-context image generation and editing in latent space,

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Observation 690b09b8-36da-40f3-83fb-250bb252f32e · outbound

This paper cites Blip-diffusion: Pre- trained subject representation for controllable text-to-image generation and editing.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Blip-diffusion: Pre- trained subject representation for controllable text-to-image generation and editing

Reference 29

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Observation 0729ccc2-cdc1-4158-b201-4cc182163957 · outbound

This paper cites Playground v2.5: Three insights towards enhancing aesthetic quality in text-to-image genera- tion, 2024.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Playground v2.5: Three insights towards enhancing aesthetic quality in text-to-image genera- tion, 2024

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Observation c627d780-daa7-40c1-a254-bbb7bda83ec6 · outbound

This paper cites InstructAny2Pix: Flexible Visual Editing via Multimodal Instruction Following.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models InstructAny2Pix: Flexible Visual Editing via Multimodal Instruction Following

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Observation 9ba97daa-8a33-4978-838c-beda1e91ac46 · outbound

This paper cites Lavida-O: Elastic Large Masked Diffusion Models for Unified Multimodal Understanding and Generation.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Lavida-O: Elastic Large Masked Diffusion Models for Unified Multimodal Understanding and Generation

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Observation 7cbfe9af-adca-4c65-a0d1-903bc5d42745 · outbound

This paper cites LaViDa: A Large Diffusion Language Model for Multimodal Understanding.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models LaViDa: A Large Diffusion Language Model for Multimodal Understanding

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Observation aaca2245-3af9-4222-a213-d487d9f7ac8a · outbound

This paper cites UniWorld-V1: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models UniWorld-V1: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation

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This paper cites Grounding dino: Marrying dino with grounded pre-training for open-set object detection.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Grounding dino: Marrying dino with grounded pre-training for open-set object detection

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This paper cites Step1X-Edit: A Practical Framework for General Image Editing.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Step1X-Edit: A Practical Framework for General Image Editing

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This paper cites Mmbench: Is your multi-modal model an all-around player? InEuropean conference on computer vi- sion, pages 216–233.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Mmbench: Is your multi-modal model an all-around player? InEuropean conference on computer vi- sion, pages 216–233

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This paper cites Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

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Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts

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Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Unitok: a unified tokenizer for visual generation and understanding

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Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models dKV-Cache: The Cache for Diffusion Language Models

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Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Hpsv3: Towards wide-spectrum human preference score

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Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models ChartQA: A benchmark for question answer- ing about charts with visual and logical reasoning

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Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Docvqa: A dataset for vqa on document images

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Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Large Language Diffusion Models

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Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Dall·e 3.https://openai.com/index/ dall-e-3/, 2023

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Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models GPT-4o System Card

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Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

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Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Learning transferable visual models from natural language supervi- sion

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Observation 15eb1e5e-b42f-4a28-8b28-91817e75bc80 · outbound

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Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Anwer, Eric Xing, Ming-Hsuan Yang, and Fahad S

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Observation f32406eb-1785-4d3d-a436-dc26e5c8f9b0 · outbound

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Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Simple and effective masked dif- fusion language models.Advances in Neural Information Processing Systems, 37:130136–130184, 2024

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Observation 592a8b64-1010-4728-8184-8c1c3dc37b68 · outbound

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Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Laion-aesthetics.https : / / laion.ai/blog/laion- aesthetics/, 2022

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Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Laion-5b: An open large-scale dataset for training next generation image-text models.Advances in neural in- formation processing systems, 35:25278–25294, 2022

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Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:36.935037Z

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Observation 8580dfb8-ab89-4628-8b9d-f54d23b16015 · outbound

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

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Muddit: Liberating Generation Beyond Text-to-Image with a Unified Discrete Diffusion Model

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Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:37.055379Z

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Observation 422723de-f80c-4a2a-9eec-9d74d89d962c · outbound

This paper cites Sparse-dllm: Accelerating diffusion llms with dynamic cache eviction.arXiv preprint arXiv:2508.02558, 2025.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Sparse-dllm: Accelerating diffusion llms with dynamic cache eviction.arXiv preprint arXiv:2508.02558, 2025

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Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:37.195079Z

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Observation 10be79d1-d1ac-43bc-9579-4646383e9453 · outbound

This paper cites Journeydb: A benchmark for generative im- age understanding.Advances in neural information process- ing systems, 36:49659–49678, 2023.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Journeydb: A benchmark for generative im- age understanding.Advances in neural information process- ing systems, 36:49659–49678, 2023

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Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:37.313959Z

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Observation 4febda56-29fd-4f78-bf8d-e93b4ac5d848 · outbound

This paper cites Diffusion LLMs Can Do Faster-Than-AR Inference via Discrete Diffusion Forcing.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Diffusion LLMs Can Do Faster-Than-AR Inference via Discrete Diffusion Forcing

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:37.455637Z

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Observation 159cbec4-d1ea-40e7-8c4e-790c2f00a3e8 · outbound

This paper cites Segllm: Multi-round reasoning segmentation with large language models.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Segllm: Multi-round reasoning segmentation with large language models

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Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:37.549253Z

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Observation f30cd611-26b5-44df-9794-0973834a8c51 · outbound

This paper cites GPT-IMAGE-EDIT-1.5M: A Million-Scale, GPT-Generated Image Dataset.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models GPT-IMAGE-EDIT-1.5M: A Million-Scale, GPT-Generated Image Dataset

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Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:37.664980Z

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Observation a3ae9a3f-10e6-47fc-9d0f-9c9a8e73f11d · outbound

This paper cites Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding

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Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:37.768727Z

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Observation 9fa80018-870b-444a-9a83-36ae5772908a · outbound

This paper cites OmniGen2: Towards Instruction-Aligned Multimodal Generation.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models OmniGen2: Towards Instruction-Aligned Multimodal Generation

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Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:37.852349Z

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Observation 381f95c8-fbb1-4bfb-883b-73b41cd9acdb · outbound

This paper cites Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:37.920408Z

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Observation 7bb4e548-69f4-4d12-885c-86d4bc19d753 · outbound

This paper cites VILA-u: a unified foun- dation model integrating visual understanding and genera- tion.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models VILA-u: a unified foun- dation model integrating visual understanding and genera- tion

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:37.984425Z

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Observation f1396d73-a551-442e-ba77-8054db4ddb14 · outbound

This paper cites Omnigen: Unified image genera- tion.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Omnigen: Unified image genera- tion

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:38.047544Z

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Observation 722332ec-76dd-4aec-b09e-56fc90c16713 · outbound

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

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Show-o: One Single Transformer to Unify Multimodal Understanding and Generation

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Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:38.152198Z

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Observation 1dd19a22-ab81-4af8-b0e9-42b4d1a2685c · outbound

This paper cites MMaDA: Multimodal Large Diffusion Language Models.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models MMaDA: Multimodal Large Diffusion Language Models

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Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:38.232907Z

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Observation ac717bf6-846d-4940-bdaa-942dc6dc7261 · outbound

This paper cites Dream 7b,.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Dream 7b,

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:38.338674Z

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Observation 0e12e5bf-806c-4ee4-8530-c61d9e04d8cb · outbound

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

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models ImgEdit: A Unified Image Editing Dataset and Benchmark

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Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:38.419317Z

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Observation de50c696-4650-4c37-a92b-b230fba37457 · outbound

This paper cites LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning

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Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:38.516268Z

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Observation 2ed0f6df-0948-4e1f-8440-92a1dcc99d6b · outbound

This paper cites Anyedit: Mastering unified high-quality image editing for any idea.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Anyedit: Mastering unified high-quality image editing for any idea

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Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:38.637196Z

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Observation ca2e4a40-27bc-4821-8a89-c6dca9e1d453 · outbound

This paper cites Dimple: Discrete Diffusion Multimodal Large Language Model with Parallel Decoding.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Dimple: Discrete Diffusion Multimodal Large Language Model with Parallel Decoding

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Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:38.748437Z

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Observation 54202b41-ca23-432e-8b6d-8dd4638d97b2 · outbound

This paper cites Mmmu: A massive multi-discipline multimodal understand- ing and reasoning benchmark for expert agi.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Mmmu: A massive multi-discipline multimodal understand- ing and reasoning benchmark for expert agi

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Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:38.857913Z

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Observation c909dbad-c9b2-490e-a03c-53a47f7ce459 · outbound

This paper cites Magicbrush: A manually annotated dataset for instruction- 11 guided image editing.Advances in Neural Information Pro- cessing Systems, 36:31428–31449, 2023.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Magicbrush: A manually annotated dataset for instruction- 11 guided image editing.Advances in Neural Information Pro- cessing Systems, 36:31428–31449, 2023

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Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:39.024404Z

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Observation 9f36e4c7-411e-4edb-a80f-fdd43ca7f9d8 · outbound

This paper cites MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:39.116064Z

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Observation 007b409c-f1b0-444b-ad40-dc6f57e7ab02 · outbound

This paper cites Ultraedit: Instruction-based fine-grained image editing at scale.Advances in Neural Information Pro- cessing Systems, 37:3058–3093, 2024.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Ultraedit: Instruction-based fine-grained image editing at scale.Advances in Neural Information Pro- cessing Systems, 37:3058–3093, 2024

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Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:39.209645Z

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Observation 8e9ed9ad-2b51-4d19-9f3a-b206f545faad · outbound

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

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:39.318402Z

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Observation b5ff52f0-cf5f-4df5-afba-fa5eba706c45 · outbound

This paper cites InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:39.471015Z

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Observation 5d2662de-ecbb-4b08-b19b-874cbf05d83e · outbound

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Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Unresolved cited work

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:39.643580Z

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Observation b871aece-7911-4e31-98a6-59f15ba397d9 · outbound

This paper cites an unresolved cited work.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Unresolved cited work

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:39.884046Z

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Observation 5e4aec08-24b3-4f5e-b7b7-466f99a29243 · outbound

This paper cites [reg]” that is similar to mask token “[M].

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models [reg]” that is similar to mask token “[M]

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:40.089008Z

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Observation 695b6728-2c0b-4029-977a-41e9968af7bb · outbound

This paper cites Data pipeline Our training dataset consist of the following tasks.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Data pipeline Our training dataset consist of the following tasks

Reference 81

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Observation 4258395d-0a80-4fe5-aaa0-daa6118d9e71 · outbound

This paper cites First, the speedup only benefits long sequence generation such as text-to-image generation, image-editing, or visual math problem-solving with long reasoning chains.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models First, the speedup only benefits long sequence generation such as text-to-image generation, image-editing, or visual math problem-solving with long reasoning chains

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:40.277901Z

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Pith citing papers

Observation 7629bb48-de80-405d-94d8-eac60c43604b · inbound

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models cites this paper.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-17T01:20:41.788401Z

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Observation af62d3ef-f720-4a86-9729-568b77fdb0a7 · inbound

Nemotron-Labs-Diffusion-Image: Advancing Masked Discrete Diffusion for High-Resolution Image Synthesis cites this paper.

Nemotron-Labs-Diffusion-Image: Advancing Masked Discrete Diffusion for High-Resolution Image Synthesis Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-17T01:20:41.788401Z

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Observation 984d7d8e-7210-4a8e-8593-09f46d87463b · inbound

Nemotron-Labs-Diffusion-Image: Advancing Masked Discrete Diffusion for High-Resolution Image Synthesis cites this paper.

Nemotron-Labs-Diffusion-Image: Advancing Masked Discrete Diffusion for High-Resolution Image Synthesis Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T09:39:33.093629Z

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Observation 1e3fa0bf-8eb9-4b00-870e-e304e1d71f41 · inbound

Set Diffusion: Interpolating Token Orderings Between Autoregression and Diffusion for Fast and Flexible Decoding cites this paper.

Set Diffusion: Interpolating Token Orderings Between Autoregression and Diffusion for Fast and Flexible Decoding Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models

Reference 134

Resolution: verified exact; arxiv_id, observed 2026-07-17T01:20:41.788401Z

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Observation cc4f3ba4-420e-41ed-999f-08fee99c6af5 · inbound

Seeing the End at Step Zero: Accelerating Diffusion MLLMs via MLP Sparsity-Aware Truncation cites this paper.

Seeing the End at Step Zero: Accelerating Diffusion MLLMs via MLP Sparsity-Aware Truncation Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T01:48:51.932358Z

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