Paper Citation Record · LEDGER

[MASK] is All You Need

As of 12 August 2026, this Paper Citation Record lists 94 of 94 outbound references and 3 inbound Pith citation observations for arXiv:2412.06787.

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

pith.paper-citation-record.v1
2412.06787 v2

Coverage vector

measured 94 of 94 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T19:29:21.267032Z

measured 97 of 97 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:48:31.037163Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

94 of 94 outbound references displayed

verified exact0
verified fuzzy46
unresolved48
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation a1b93fd0-361d-43d9-bdea-53877e151f38 · outbound

This paper cites Building nor- malizing flows with stochastic interpolants.

[MASK] is All You Need Building nor- malizing flows with stochastic interpolants

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:20.841257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e485cd08-fb8d-4912-b69c-b993d94c68d0 · outbound

This paper cites Stochastic Interpolants: A Unifying Framework for Flows and Diffusions.

[MASK] is All You Need Stochastic Interpolants: A Unifying Framework for Flows and Diffusions

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:20.846668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e306101-6693-4a93-9a6b-e9de4276bf32 · outbound

This paper cites Self-supervised learning from images with a joint-embedding predictive architecture.

[MASK] is All You Need Self-supervised learning from images with a joint-embedding predictive architecture

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:20.851740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90213972-60c5-4a0b-83cc-8db2c869c878 · outbound

This paper cites Structured denoising diffusion models in discrete state-spaces.

[MASK] is All You Need Structured denoising diffusion models in discrete state-spaces

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:20.857093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e8c71c4-39ae-43f4-a381-295909b3cdb7 · outbound

This paper cites Cold diffusion: Inverting arbitrary image transforms without noise.

[MASK] is All You Need Cold diffusion: Inverting arbitrary image transforms without noise

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:20.861639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 370dde62-4934-4244-ab56-3af9f88b4404 · outbound

This paper cites All are worth words: a vit backbone for score-based diffusion models.

[MASK] is All You Need All are worth words: a vit backbone for score-based diffusion models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:20.866252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 944bf0ee-31ff-4522-a6e6-1503e43e2d47 · outbound

This paper cites A pytorch reproduction of masked generative image transformer, 2023.

[MASK] is All You Need A pytorch reproduction of masked generative image transformer, 2023

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:20.870792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7148b85-01c1-45f1-85b9-128cb828c31f · outbound

This paper cites Generative flows on discrete state-spaces: Enabling multimodal flows with applications to protein co-design.

[MASK] is All You Need Generative flows on discrete state-spaces: Enabling multimodal flows with applications to protein co-design

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:20.875752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49c2ced2-4464-49fc-8eab-0de5826ec0be · outbound

This paper cites Maskgit: Masked generative image transformer.

[MASK] is All You Need Maskgit: Masked generative image transformer

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:20.880246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1001ff58-a43e-4c74-b34e-28a86ac6615a · outbound

This paper cites Murphy, William T.

[MASK] is All You Need Murphy, William T

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:20.886114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 445c00da-5061-4cb8-905c-1f043bbb4ddb · outbound

This paper cites Denoising with a joint-embedding predictive architecture,.

[MASK] is All You Need Denoising with a joint-embedding predictive architecture,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:20.890779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae9717a9-cd92-4095-9244-b65f33c766a3 · outbound

This paper cites Re-Imagen: Retrieval-Augmented Text-to-Image Generator.

[MASK] is All You Need Re-Imagen: Retrieval-Augmented Text-to-Image Generator

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:20.895349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae9172fb-e444-47a3-b102-a95dd9125bc0 · outbound

This paper cites an unresolved cited work.

[MASK] is All You Need Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:20.899832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e974427e-e48b-40c9-b9c1-606820843435 · outbound

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

[MASK] is All You Need ImageNet: A large-scale hierarchical image database

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:20.904665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd3ed7b9-34d4-4c04-bce9-78dd19971d22 · outbound

This paper cites Diffusion models beat gans on image synthesis.

[MASK] is All You Need Diffusion models beat gans on image synthesis

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:20.909223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f41c9d3-90e1-4ad0-b6cf-b2d4312bf4f2 · outbound

This paper cites Continuous diffusion for categorical data.

[MASK] is All You Need Continuous diffusion for categorical data

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:20.913498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 046ee457-c06d-45d3-8f67-d1974d69109b · outbound

This paper cites Imagebart: Bidirectional context with multinomial diffusion for autoregressive image synthesis.

[MASK] is All You Need Imagebart: Bidirectional context with multinomial diffusion for autoregressive image synthesis

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:20.918217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddc3d598-af13-4017-b1e3-df8a5d2684a7 · outbound

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

[MASK] is All You Need Taming transformers for high-resolution image synthesis

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:20.923465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e492ff2b-1915-4127-9ece-1e5dc2ecd78f · outbound

This paper cites Diffusion Models and Representation Learning: A Survey.

[MASK] is All You Need Diffusion Models and Representation Learning: A Survey

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:20.928186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20dbcf68-50f9-4cda-a742-3e01b9d5e965 · outbound

This paper cites Distillation of diffusion features for semantic correspondence.

[MASK] is All You Need Distillation of diffusion features for semantic correspondence

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.548106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ddff82a6-1ada-4a99-8586-db29ab67094e · outbound

This paper cites Make-a-scene: Scene-based text-to-image generation with human priors.

[MASK] is All You Need Make-a-scene: Scene-based text-to-image generation with human priors

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.533236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1fe652e3-1b80-4cd7-8f85-a9f65834d122 · outbound

This paper cites Discrete flow matching.

[MASK] is All You Need Discrete flow matching

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.518999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1eca101b-e909-4fdf-9506-73b28abadd9f · outbound

This paper cites Making llama see and draw with seed tokenizer.

[MASK] is All You Need Making llama see and draw with seed tokenizer

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.506098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 278d1369-477f-44d5-ad07-df27ed3ce67f · outbound

This paper cites Scaling Diffusion Language Models via Adaptation from Autoregressive Models.

[MASK] is All You Need Scaling Diffusion Language Models via Adaptation from Autoregressive Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:20.949831Z

Source-reported events for the cited work

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Observation f4c4fdeb-2288-41a9-94cb-cd3870829188 · outbound

This paper cites Your Classifier is Secretly an Energy Based Model and You Should Treat it Like One.

[MASK] is All You Need Your Classifier is Secretly an Energy Based Model and You Should Treat it Like One

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:20.954677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7155de67-29cd-4e60-906c-6409c78eb81b · outbound

This paper cites Vector quan- tized diffusion model for text-to-image synthesis.

[MASK] is All You Need Vector quan- tized diffusion model for text-to-image synthesis

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.493015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5d5c4c00-df43-4382-821f-19d4f5379d22 · outbound

This paper cites Fischer, Ulrich Prestel, Pingchuan Ma, Olga Grebenkova Dmytro Kotovenko, Stefan Andreas Baumann, Vincent Tao Hu, and Bj¨orn Ommer.

[MASK] is All You Need Fischer, Ulrich Prestel, Pingchuan Ma, Olga Grebenkova Dmytro Kotovenko, Stefan Andreas Baumann, Vincent Tao Hu, and Bj¨orn Ommer

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.479788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 947b671e-f31a-40e7-87ed-1df24b6e24d9 · outbound

This paper cites Masked autoencoders are scalable vision learners.

[MASK] is All You Need Masked autoencoders are scalable vision learners

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.465657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 38b4f8ca-c249-4805-9e39-19a3a15e451c · outbound

This paper cites Dice: Discrete inversion enabling controllable editing for multinomial diffusion and masked generative models.

[MASK] is All You Need Dice: Discrete inversion enabling controllable editing for multinomial diffusion and masked generative models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:20.973020Z

Source-reported events for the cited work

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Observation d6a07ea7-6343-40c1-9423-b25950ac3279 · outbound

This paper cites Classifier-free diffusion guidance.

[MASK] is All You Need Classifier-free diffusion guidance

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.451850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d1b33c54-9536-49d8-8831-e2c774d01fd3 · outbound

This paper cites Denoising diffu- sion probabilistic models.

[MASK] is All You Need Denoising diffu- sion probabilistic models

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.438056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7c267e25-d875-4bcc-8294-68504c77dab0 · outbound

This paper cites Cascaded diffusion models for high fidelity image generation.Journal of Machine Learning Research, 23(47):1–33, 2022.

[MASK] is All You Need Cascaded diffusion models for high fidelity image generation.Journal of Machine Learning Research, 23(47):1–33, 2022

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.423972Z

Source-reported events for the cited work

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Observation a772588a-7298-4b99-8343-4ad510d26e47 · outbound

This paper cites Guided Diffusion from Self-Supervised Diffusion Features.

[MASK] is All You Need Guided Diffusion from Self-Supervised Diffusion Features

Reference 33

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9f9e95d-e3da-44bd-8964-549b43ff2909 · outbound

This paper cites Self-guided diffusion mod- els.

[MASK] is All You Need Self-guided diffusion mod- els

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.409940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 24cf862c-5389-4468-a3d4-be36fb213480 · outbound

This paper cites Zigma: A dit-style zigzag mamba diffusion model.

[MASK] is All You Need Zigma: A dit-style zigzag mamba diffusion model

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.394000Z

Source-reported events for the cited work

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Observation caa2b4ee-061e-47cc-900c-fcfd3969d0c8 · outbound

This paper cites Flow matching for conditional text generation in a few sampling steps.

[MASK] is All You Need Flow matching for conditional text generation in a few sampling steps

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.378513Z

Source-reported events for the cited work

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Observation 8ed2f03b-a476-4811-a516-a6feb660b69d · outbound

This paper cites Latent space editing in transformer- based flow matching.

[MASK] is All You Need Latent space editing in transformer- based flow matching

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.365008Z

Source-reported events for the cited work

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Observation 7ced2477-8a8c-413c-a70b-e21c8f1df7f8 · outbound

This paper cites Layoutdm: Discrete diffusion model for controllable layout generation.

[MASK] is All You Need Layoutdm: Discrete diffusion model for controllable layout generation

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.351073Z

Source-reported events for the cited work

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Observation 750c9921-8adf-488a-9acf-c96fe000a12d · outbound

This paper cites Bert: Pre-training of deep bidirectional transform- ers for language understanding.

[MASK] is All You Need Bert: Pre-training of deep bidirectional transform- ers for language understanding

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.336137Z

Source-reported events for the cited work

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Observation afeda470-0e3c-4f91-8fed-adbf94660d76 · outbound

This paper cites Computational Tradeoffs in Image Synthesis: Diffusion, Masked-Token, and Next-Token Prediction.

[MASK] is All You Need Computational Tradeoffs in Image Synthesis: Diffusion, Masked-Token, and Next-Token Prediction

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:21.022382Z

Source-reported events for the cited work

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Observation c93dbb16-73dc-4028-8da2-0cbb4ea87853 · outbound

This paper cites Understanding diffusion ob- jectives as the elbo with simple data augmentation.

[MASK] is All You Need Understanding diffusion ob- jectives as the elbo with simple data augmentation

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.321625Z

Source-reported events for the cited work

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Observation 6b627782-6be7-4e68-8da3-29ceea85b643 · outbound

This paper cites Variational diffusion models.

[MASK] is All You Need Variational diffusion models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:21.031722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 992a164d-0fd1-4080-b2dc-96dafe81aa86 · outbound

This paper cites The open im- ages dataset v4: Unified image classification, object detection, and visual relationship detection at scale.

[MASK] is All You Need The open im- ages dataset v4: Unified image classification, object detection, and visual relationship detection at scale

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.297272Z

Source-reported events for the cited work

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Observation 0f2c48e5-0027-4f65-b344-3f6f14519e05 · outbound

This paper cites Autoregressive image generation using resid- ual quantization.

[MASK] is All You Need Autoregressive image generation using resid- ual quantization

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.283253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 72228e28-22f2-4ca9-839f-03285fd40798 · outbound

This paper cites Your diffusion model is secretly a zero-shot classifier.

[MASK] is All You Need Your diffusion model is secretly a zero-shot classifier

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.268960Z

Source-reported events for the cited work

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Observation dd168e31-aa49-4f54-9b24-582608bc4ccf · outbound

This paper cites Mage: Masked generative en- coder to unify representation learning and image synthesis.

[MASK] is All You Need Mage: Masked generative en- coder to unify representation learning and image synthesis

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.255728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2e398216-9aea-464c-b01d-9de1820e7a3d · outbound

This paper cites Autoregressive Image Generation without Vector Quantization.

[MASK] is All You Need Autoregressive Image Generation without Vector Quantization

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:21.054203Z

Source-reported events for the cited work

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Observation 1f179c39-6a30-4f4a-8c2a-937ffd644927 · outbound

This paper cites Microsoft coco: Common objects in context.

[MASK] is All You Need Microsoft coco: Common objects in context

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.242736Z

Source-reported events for the cited work

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Observation 33b58604-5641-457b-85c3-acc8cd29dab9 · outbound

This paper cites Think While You Generate: Discrete Diffusion with Planned Denoising.

[MASK] is All You Need Think While You Generate: Discrete Diffusion with Planned Denoising

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:21.063661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b30b11ad-33da-4f02-a2b0-83fc0049489d · outbound

This paper cites Pyramid Diffusion for Fine 3D Large Scene Generation.

[MASK] is All You Need Pyramid Diffusion for Fine 3D Large Scene Generation

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:21.068665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 605376ed-4e5d-4c9e-9735-27ee2b95b028 · outbound

This paper cites Unified-io: A unified model for vision, language, and multi-modal tasks.

[MASK] is All You Need Unified-io: A unified model for vision, language, and multi-modal tasks

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.229363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 41b69b16-6f8d-49df-bf22-92d93e93017b · outbound

This paper cites Open-MAGVIT2: An Open-Source Project Toward Democratizing Auto-regressive Visual Generation.

[MASK] is All You Need Open-MAGVIT2: An Open-Source Project Toward Democratizing Auto-regressive Visual Generation

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:21.078076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e949350-9b7b-4ceb-8e8c-61af823508fb · outbound

This paper cites Sit: Exploring flow and diffusion-based generative models with scalable interpolant transformers.

[MASK] is All You Need Sit: Exploring flow and diffusion-based generative models with scalable interpolant transformers

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.216203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 111892fd-6447-46a4-b32f-e5a54988a6d5 · outbound

This paper cites Latte: Latent Diffusion Transformer for Video Generation.

[MASK] is All You Need Latte: Latent Diffusion Transformer for Video Generation

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:21.087309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abde1ff1-4b82-4a4b-a606-b62764217fe8 · outbound

This paper cites Discrete Representations Strengthen Vision Transformer Robustness.

[MASK] is All You Need Discrete Representations Strengthen Vision Transformer Robustness

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:21.092005Z

Source-reported events for the cited work

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Observation b44f6266-660b-44cf-b4fa-222f3ac6198e · outbound

This paper cites Scaling up Masked Diffusion Models on Text.

[MASK] is All You Need Scaling up Masked Diffusion Models on Text

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:21.096607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7dbff21e-72d4-43fd-b623-56d2e83de5c4 · outbound

This paper cites Your absorbing discrete diffusion secretly models the conditional distributions of clean data, 2024.

[MASK] is All You Need Your absorbing discrete diffusion secretly models the conditional distributions of clean data, 2024

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.202442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 84eaa801-df89-4dbf-9050-d818f7101f20 · outbound

This paper cites Scalable diffusion models with transformers.

[MASK] is All You Need Scalable diffusion models with transformers

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.187533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2ee0bf91-5e89-4ea2-80ef-4951309197d6 · outbound

This paper cites Sdxl: Improving latent diffusion models for high-resolution image synthesis.

[MASK] is All You Need Sdxl: Improving latent diffusion models for high-resolution image synthesis

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.172260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 05aa1539-9895-43e5-afee-fcc9850cf73a · outbound

This paper cites High-resolution image synthesis with latent diffusion models.

[MASK] is All You Need High-resolution image synthesis with latent diffusion models

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.157804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 434264ae-8169-441c-9848-8303bc5e1016 · outbound

This paper cites Simple and effective masked diffu- sion language models.

[MASK] is All You Need Simple and effective masked diffu- sion language models

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.144256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6156ec78-4498-492a-a82f-d21a5a01101c · outbound

This paper cites Baumann, Vincent Tao Hu, and Bj ¨orn Ommer.

[MASK] is All You Need Baumann, Vincent Tao Hu, and Bj ¨orn Ommer

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.129877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8c4601cc-46b0-4b1c-8f8f-b9801694f04c · outbound

This paper cites Simplified and Generalized Masked Diffusion for Discrete Data.

[MASK] is All You Need Simplified and Generalized Masked Diffusion for Discrete Data

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:21.128567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46adcc4b-aed5-4e67-b954-1ba5c20e1ccb · outbound

This paper cites Training and inference on any-order autoregressive models the right way.

[MASK] is All You Need Training and inference on any-order autoregressive models the right way

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.116156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a4f5743c-70a7-4eaf-9788-b60aa7a632bd · outbound

This paper cites Deep unsupervised learning using nonequilibrium thermodynamics.

[MASK] is All You Need Deep unsupervised learning using nonequilibrium thermodynamics

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:21.137888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5aed3a6f-dfc3-4a32-96c9-1317f59d38b5 · outbound

This paper cites Generative modeling by estimating gradients of the data distribution.

[MASK] is All You Need Generative modeling by estimating gradients of the data distribution

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.093002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 097f1540-f6d0-4b00-9060-dd1faaa964d1 · outbound

This paper cites Score-based generative modeling through stochastic differential equations.

[MASK] is All You Need Score-based generative modeling through stochastic differential equations

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.079248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c8e5946b-182d-45c8-adf3-ab3dd4b0fe71 · outbound

This paper cites Cleandift: Diffusion features without noise.

[MASK] is All You Need Cleandift: Diffusion features without noise

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:21.151887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 466717bf-ca56-43a1-bef0-8a0324710ec6 · outbound

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

[MASK] is All You Need Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:21.156110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26878e9e-d4a5-460e-a0f8-51ce5d01cb40 · outbound

This paper cites Improved Vector Quantized Diffusion Models.

[MASK] is All You Need Improved Vector Quantized Diffusion Models

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:21.160664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29e3bd92-807c-4fa1-8825-466c78f7405b · outbound

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

[MASK] is All You Need Chameleon: Mixed-Modal Early-Fusion Foundation Models

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:21.165246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fab0634-de4b-4f3b-bc5e-0a0cede3c9e1 · outbound

This paper cites Simulation-free schr\” odinger bridges via score and flow matching.

[MASK] is All You Need Simulation-free schr\” odinger bridges via score and flow matching

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.065538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a59da252-e0c7-47f1-bfe5-2bc62255d4e9 · outbound

This paper cites Givt: Generative infinite-vocabulary transformers.

[MASK] is All You Need Givt: Generative infinite-vocabulary transformers

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.051542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 91cf7a2f-ed72-4d8d-b59b-e24eef6c202f · outbound

This paper cites Neural discrete representation learning.

[MASK] is All You Need Neural discrete representation learning

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.038330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8d4b631e-7d63-4f0e-83cf-5e99ab360f91 · outbound

This paper cites Phenaki: Variable length video generation from open domain textual descriptions.

[MASK] is All You Need Phenaki: Variable length video generation from open domain textual descriptions

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.023415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 75e7a6a9-9320-45e6-8c0f-09be69eb68cc · outbound

This paper cites Scaling Image Tokenizers with Grouped Spherical Quantization.

[MASK] is All You Need Scaling Image Tokenizers with Grouped Spherical Quantization

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:21.187078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cfa825e-9b4d-470a-9050-2d019a9b6054 · outbound

This paper cites SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion Process.

[MASK] is All You Need SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion Process

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:21.191501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76ee4ada-1dea-40cd-9c6c-9db4e7e88448 · outbound

This paper cites MaskBit: Embedding-free Image Generation via Bit Tokens.

[MASK] is All You Need MaskBit: Embedding-free Image Generation via Bit Tokens

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:21.196019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05066fbf-8944-408e-a88f-2f7917b7bc24 · outbound

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

[MASK] is All You Need Show-o: One Single Transformer to Unify Multimodal Understanding and Generation

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:21.200591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffca2200-517f-416f-a903-5e3ab4cda93e · outbound

This paper cites Autoregressive Models in Vision: A Survey.

[MASK] is All You Need Autoregressive Models in Vision: A Survey

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:21.205007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 278293d7-d295-4503-994f-eb062f809670 · outbound

This paper cites Vector-quantized image modeling with improved vqgan.

[MASK] is All You Need Vector-quantized image modeling with improved vqgan

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:22.009066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d6f3d206-5544-402c-8968-1a4b6b198b93 · outbound

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

[MASK] is All You Need Scaling Autoregressive Models for Content-Rich Text-to-Image Generation

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:21.214467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9e72eee-6da7-4a9f-83cd-dfa59fa08174 · outbound

This paper cites Magvit: Masked generative video transformer.

[MASK] is All You Need Magvit: Masked generative video transformer

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:21.994736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c57bd584-23aa-4927-8d1f-eb031e027478 · outbound

This paper cites Language model beats diffusion–tokenizer is key to visual generation.

[MASK] is All You Need Language model beats diffusion–tokenizer is key to visual generation

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:21.979976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1b6a652b-c830-4048-989f-75dd3b37bdba · outbound

This paper cites An image is worth 32 tokens for reconstruction and generation.

[MASK] is All You Need An image is worth 32 tokens for reconstruction and generation

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:21.966527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 415a1980-5b26-47b5-a8ba-eb61a85165a8 · outbound

This paper cites Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think.

[MASK] is All You Need Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:21.231755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1194a6a-859a-4107-8e07-45320f2d8d74 · outbound

This paper cites mixup: Beyond empirical risk minimization.

[MASK] is All You Need mixup: Beyond empirical risk minimization

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:21.952894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b03bfb51-1f60-4a39-a8e1-b7a3d44d413b · outbound

This paper cites Masked Diffusion Models are Secretly Time-Agnostic Masked Models and Exploit Inaccurate Categorical Sampling.

[MASK] is All You Need Masked Diffusion Models are Secretly Time-Agnostic Masked Models and Exploit Inaccurate Categorical Sampling

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:21.240315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d823f6ed-83a4-4d8b-99d5-9ad26d99397b · outbound

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

[MASK] is All You Need Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-11T19:29:21.244626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efd462fa-7596-4afc-a3ec-c585e3989066 · outbound

This paper cites Lafite: Towards language-free training for text-to-image generation.

[MASK] is All You Need Lafite: Towards language-free training for text-to-image generation

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:21.937826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 792cb4a7-81a0-43a1-8af9-fa58fd5461ca · outbound

This paper cites Discrete Interpolants.

[MASK] is All You Need Discrete Interpolants

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:21.923389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5a05cb4f-79aa-4723-95d8-62fd770cc6d2 · outbound

This paper cites Experimental Detail.

[MASK] is All You Need Experimental Detail

Reference 92

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:21.908946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d8cf18a5-a6f1-4d70-9c43-77b86163707f · outbound

This paper cites an unresolved cited work.

[MASK] is All You Need Unresolved cited work

Reference 93

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:29:21.893513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ab722a5c-8bf7-4d7d-8c28-8f76b76aaae8 · outbound

This paper cites Appendix 13 B.

[MASK] is All You Need Appendix 13 B

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:29:21.878493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

Observation 08656729-0c85-4f49-a871-8b13c4e11075 · inbound

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

LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning [MASK] is All You Need

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:46:06.215090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d48de95d-3f88-46fe-9146-6531635ffd86 · inbound

MADI: Masking-Augmented Diffusion with Inference-Time Scaling for Visual Editing cites this paper.

MADI: Masking-Augmented Diffusion with Inference-Time Scaling for Visual Editing [MASK] is All You Need

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T16:48:31.037163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36ac07d4-2566-4036-9a60-54b64b425259 · inbound

Coupling Models for One-Step Discrete Generation cites this paper.

Coupling Models for One-Step Discrete Generation [MASK] is All You Need

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:00:54.963827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.