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Paper Citation Record · LEDGER

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture

As of 8 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2512.19311.

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measured 55 of 55 reference resolution

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55 of 55 outbound references displayed

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Outbound references

Observation 054b02e0-e30c-4fdf-babe-0a326e1383bf · outbound

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

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Imagenet: A large-scale hierarchical image database

Reference 1

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Observation 95da6d68-e639-45df-8e5b-6fc63c848c9a · outbound

This paper cites Diffusion models beat gans on image synthesis.Neural Information Process- ing Systems (NeurIPS), 2021.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Diffusion models beat gans on image synthesis.Neural Information Process- ing Systems (NeurIPS), 2021

Reference 2

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Observation 7311d9da-5631-4bbc-ac95-97a2a6c3e409 · outbound

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

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Scaling recti- fied flow transformers for high-resolution image synthesis

Reference 3

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Observation 1117cca9-a32a-4799-aabb-cc1eb0239d33 · outbound

This paper cites (b) A bird on theleftof a clock.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture (b) A bird on theleftof a clock

Reference 4

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Observation 94ed2cfa-1ecb-40ba-bee6-d50cc5eed9d0 · outbound

This paper cites One step diffusion via shortcut models.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture One step diffusion via shortcut models

Reference 5

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Observation 03f3bb6d-8818-4b00-a448-c7feabaf1779 · outbound

This paper cites MDTv2: Masked Diffusion Transformer is a Strong Image Synthesizer.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture MDTv2: Masked Diffusion Transformer is a Strong Image Synthesizer

Reference 6

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Observation 40dd653d-960a-49dd-9657-cdd6dd1ba8e6 · outbound

This paper cites Diffit: Diffusion vision transformers for im- age generation.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Diffit: Diffusion vision transformers for im- age generation

Reference 7

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Observation c142b181-71ab-448f-86b7-2806ea2ed3fe · outbound

This paper cites Classifier-free diffusion guidance.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Classifier-free diffusion guidance

Reference 8

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Observation 77ff61d5-e0ea-4db3-973f-2728734e643b · outbound

This paper cites Denoising dif- fusion probabilistic models.Neural Information Processing Systems (NeurIPS), 2020.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Denoising dif- fusion probabilistic models.Neural Information Processing Systems (NeurIPS), 2020

Reference 9

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Observation 6bc11d43-b9ee-40b5-96c8-78c5ce78bb4b · outbound

This paper cites Simpler Diffusion (SiD2): 1.5 FID on ImageNet512 with pixel-space diffusion.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Simpler Diffusion (SiD2): 1.5 FID on ImageNet512 with pixel-space diffusion

Reference 10

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Observation 131b5368-b01d-410e-ac1e-ef42764eb9aa · outbound

This paper cites Self forcing: Bridging the train-test gap in autoregressive video diffusion.Neural Information Process- ing Systems (NeurIPS), 2025.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Self forcing: Bridging the train-test gap in autoregressive video diffusion.Neural Information Process- ing Systems (NeurIPS), 2025

Reference 11

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Observation 3bcbf32c-aa23-4665-bf29-09ad4cdb08ac · outbound

This paper cites Fleet, and Ting Chen.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Fleet, and Ting Chen

Reference 12

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Observation 9e4cd830-168f-4fa3-85b8-3bf5806630c3 · outbound

This paper cites No other representation component is needed: Diffusion transformers can provide representation guidance by themselves.arXiv preprint arXiv:2505.02831,.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture No other representation component is needed: Diffusion transformers can provide representation guidance by themselves.arXiv preprint arXiv:2505.02831,

Reference 13

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Observation 19d84541-e66c-41a5-b3b5-ecc3668337ee · outbound

This paper cites Elucidating the design space of diffusion-based generative models.Neural Information Processing Systems (NeurIPS),.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Elucidating the design space of diffusion-based generative models.Neural Information Processing Systems (NeurIPS),

Reference 14

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Observation df5cbe89-4a2e-49d5-9aa2-b15955ead42a · outbound

This paper cites Guiding a diffusion model with a bad version of itself.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Guiding a diffusion model with a bad version of itself

Reference 15

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Observation c5651406-6942-4aa5-929f-e9a5cfa46acd · outbound

This paper cites Analyzing and improving the training dynamics of diffusion models.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Analyzing and improving the training dynamics of diffusion models

Reference 16

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Observation 700508d5-de36-4744-8790-a4f349751898 · outbound

This paper cites Variational diffusion models.Neural Information Pro- cessing Systems (NeurIPS), 2021.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Variational diffusion models.Neural Information Pro- cessing Systems (NeurIPS), 2021

Reference 17

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Observation fffb5023-c552-4a63-9cf1-e4a82e777f49 · outbound

This paper cites Boosting generative image modeling via joint image-feature synthe- sis.arXiv preprint arXiv:2504.16064, 2025.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Boosting generative image modeling via joint image-feature synthe- sis.arXiv preprint arXiv:2504.16064, 2025

Reference 18

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Observation a279787d-bff8-4ca3-91a4-217fe899d0fc · outbound

This paper cites Repa-e: Unlocking vae for end-to-end tuning of latent diffusion transformers.IEEE International Conference on Computer Vision (ICCV), 2025.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Repa-e: Unlocking vae for end-to-end tuning of latent diffusion transformers.IEEE International Conference on Computer Vision (ICCV), 2025

Reference 19

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Observation 9c147807-becd-47aa-b097-11a7c20d32de · outbound

This paper cites Alleviating exposure bias in diffusion mod- els through sampling with shifted time steps.International Conference on Learning Representations (ICLR), 2024.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Alleviating exposure bias in diffusion mod- els through sampling with shifted time steps.International Conference on Learning Representations (ICLR), 2024

Reference 20

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Observation 660126c7-b402-4101-9778-2b5d6a745732 · outbound

This paper cites Autoregressive image generation without vec- tor quantization.Neural Information Processing Systems (NeurIPS), 2024.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Autoregressive image generation without vec- tor quantization.Neural Information Processing Systems (NeurIPS), 2024

Reference 21

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Observation 83b41f4f-de9e-4488-99fb-f1819ef5c665 · outbound

This paper cites On error propa- gation of diffusion models.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture On error propa- gation of diffusion models

Reference 22

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Observation ef504f1b-567a-4e51-b1d6-27347819b290 · outbound

This paper cites Flow matching for generative modeling.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Flow matching for generative modeling

Reference 23

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Observation 716e41c1-8c12-40a7-9f1b-991d51ee6152 · outbound

This paper cites Flow straight and fast: Learning to generate and transfer data with rectified flow.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Flow straight and fast: Learning to generate and transfer data with rectified flow

Reference 24

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Observation e31ea876-6eec-4552-bea1-9d3b7f4569bb · outbound

This paper cites Instaflow: One step is enough for high-quality diffusion- based text-to-image generation.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Instaflow: One step is enough for high-quality diffusion- based text-to-image generation

Reference 25

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Observation 09055d7d-5379-4810-aa31-8c551a235e7c · outbound

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

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Sit: Explor- ing flow and diffusion-based generative models with scalable interpolant transformers

Reference 26

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Observation 24ce087c-71d3-4237-8e3b-2e971ff298aa · outbound

This paper cites Input perturbation reduces exposure bias in diffusion models.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Input perturbation reduces exposure bias in diffusion models

Reference 27

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Observation 3f911833-0bb6-4e75-b5d0-c31de5e02c7e · outbound

This paper cites Elucidating the exposure bias in diffusion models.International Conference on Learning Representa- tions (ICLR), 2024.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Elucidating the exposure bias in diffusion models.International Conference on Learning Representa- tions (ICLR), 2024

Reference 28

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Observation fcbd7c2c-95e2-4437-b82a-ee0c55359c85 · outbound

This paper cites Dinov2: Learning robust visual features without supervision.Transactions on Machine Learning Research (TMLR), 2024.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Dinov2: Learning robust visual features without supervision.Transactions on Machine Learning Research (TMLR), 2024

Reference 29

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Observation 1aef12bb-921c-428b-9a35-a875aa54fdc2 · outbound

This paper cites Normalizing flows for probabilistic modeling and inference.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Normalizing flows for probabilistic modeling and inference

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Observation 955458cf-4534-4bfa-ac4b-7502282b53c1 · outbound

This paper cites Scalable diffusion mod- els with transformers.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Scalable diffusion mod- els with transformers

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Observation b212e091-ae3e-448b-9fde-d95ece30a7c3 · outbound

This paper cites Sequence Level Training with Recurrent Neural Networks.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Sequence Level Training with Recurrent Neural Networks

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Observation b1f8f997-2cdb-4538-80e7-e510a0f226dc · outbound

This paper cites Multi-step denoising scheduled sampling: Towards alleviating exposure bias for diffusion models.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Multi-step denoising scheduled sampling: Towards alleviating exposure bias for diffusion models

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Observation c4143a4f-a418-4773-81aa-ef4b008547a4 · outbound

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

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture High-resolution image syn- thesis with latent diffusion models

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Observation 4a3e9c36-cac1-4220-b07f-f5381671ec75 · outbound

This paper cites Photorealistic text-to-image diffusion models with deep language understanding.Neural Information Processing Sys- tems (NeurIPS), 2022.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Photorealistic text-to-image diffusion models with deep language understanding.Neural Information Processing Sys- tems (NeurIPS), 2022

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Observation 12255dfb-43f2-4967-bb70-4e5719909501 · outbound

This paper cites Generalization in Generation: A closer look at Exposure Bias.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Generalization in Generation: A closer look at Exposure Bias

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Observation 6153ac22-d340-49a4-8061-63ec0dbd570f · outbound

This paper cites Denois- ing diffusion implicit models.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Denois- ing diffusion implicit models

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Observation c66255d5-cca7-4364-9f6d-0ab165784669 · outbound

This paper cites Selective underfitting in dif- fusion models.arXiv preprint arXiv:2510.01378, 2025.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Selective underfitting in dif- fusion models.arXiv preprint arXiv:2510.01378, 2025

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source=pdf_text observed=2026-08-03T14:53:01.956785Z digest=sha256:bb4166e4396ed5625b669a1b6103a2769ab474124d10c1a355b519d5886aedb4

Observation 2ae699d3-a8a1-49ec-a4df-b394300cfea6 · outbound

This paper cites Generative modeling by esti- mating gradients of the data distribution.Neural Information Processing Systems (NeurIPS), 2019.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Generative modeling by esti- mating gradients of the data distribution.Neural Information Processing Systems (NeurIPS), 2019

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source=pdf_text observed=2026-08-03T14:53:02.079729Z digest=sha256:6349b88aa28988abe75d5e8e71d0718493d650aef62f47dd8b1b106075a068ab

Observation a16d27d1-05fa-4375-8dea-3c924d1ddc87 · outbound

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

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Score-based generative modeling through stochastic differential equa- tions

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source=pdf_text observed=2026-08-03T14:53:02.211011Z digest=sha256:bc8c8bfaecce1f1ad53f1f715239c0df235efb7f5d412bbcae7ca407427bb671

Observation 302f2c90-00ee-453c-b387-e9460fa09c3e · outbound

This paper cites Contrastive Flow Matching.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Contrastive Flow Matching

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source=pdf_text observed=2026-08-03T14:53:02.306664Z digest=sha256:ed92ec87068976b9edce3beef2ef767d68c99ec09eb245e146659f3db4b24e3a

Observation e833e703-4dcf-4062-b34a-e733a7d27cbe · outbound

This paper cites Beyond Next-Token: Next-X Prediction for Autoregressive Visual Generation.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Beyond Next-Token: Next-X Prediction for Autoregressive Visual Generation

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source=pdf_text observed=2026-08-03T14:53:02.400983Z digest=sha256:e51511d906dbddbae3f14913fe57501b3198ad4527d903f8474435e50167d3a8

Observation 50456e34-b845-4ed7-8cfd-e47f58e528a1 · outbound

This paper cites Visual autoregressive modeling: Scalable image gen- eration via next-scale prediction.Neural Information Pro- cessing Systems (NeurIPS), 2024.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Visual autoregressive modeling: Scalable image gen- eration via next-scale prediction.Neural Information Pro- cessing Systems (NeurIPS), 2024

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source=pdf_text observed=2026-08-03T14:53:02.471817Z digest=sha256:1853e32b2961be12351a3fe2434786e5dab0a39b4fdcb44a715fc23885935537

Observation 0a8703df-618b-46e1-b0e7-4774e77ea036 · outbound

This paper cites Diffuse and Disperse: Image Generation with Representation Regularization.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Diffuse and Disperse: Image Generation with Representation Regularization

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source=pdf_text observed=2026-08-03T14:53:02.592588Z digest=sha256:90b4dc9d28a31a8c8f69a7218316d005f058d86193c4f0e33ca250992fc4bf4f

Observation fd0bc562-bfdb-460a-a208-93b8e7f8c989 · outbound

This paper cites PixNerd: Pixel Neural Field Diffusion.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture PixNerd: Pixel Neural Field Diffusion

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source=pdf_text observed=2026-08-03T14:53:02.682342Z digest=sha256:7e4aa695854a0e9cb62a178529bacbf559481da633bfb6900ab8a966016f0494

Observation 9b0589bc-3d60-475f-873f-c07e22c1978e · outbound

This paper cites DDT: Decoupled Diffusion Transformer.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture DDT: Decoupled Diffusion Transformer

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source=pdf_text observed=2026-08-03T14:53:02.795014Z digest=sha256:d11a03d442eb244444c49f23078134338b93b7cd93f301a15065820fe9aeb77d

Observation 177dec46-05d1-4387-a133-ff6f14aaea92 · outbound

This paper cites Representation entanglement for genera- tion: Training diffusion transformers is much easier than you think.Neural Information Processing Systems (NeurIPS),.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Representation entanglement for genera- tion: Training diffusion transformers is much easier than you think.Neural Information Processing Systems (NeurIPS),

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source=pdf_text observed=2026-08-03T14:53:02.960817Z digest=sha256:021b7a171c8490ff7325589f1fc45a351a07669314d208e22d2a4f3a349ce87a

Observation 14f8eb6e-8f55-42c8-9e5f-da6f697ef476 · outbound

This paper cites Poisson flow generative models.Neural Information Pro- cessing Systems (NeurIPS), 2022.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Poisson flow generative models.Neural Information Pro- cessing Systems (NeurIPS), 2022

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source=pdf_text observed=2026-08-03T14:53:03.082609Z digest=sha256:97c078dbee49c71f1d84a4037eb61426e27c70f063ec4b52657d1120957662e9

Observation 43c84aef-a425-43c2-a5ed-5c92d0a1e2e0 · outbound

This paper cites Reconstruc- tion vs.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Reconstruc- tion vs

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source=pdf_text observed=2026-08-03T14:53:03.162256Z digest=sha256:ea9da252ee738419b390191c89176854aebf45d6e614c9b4bc47db8f6884cfbb

Observation ed5a70c3-3676-43e2-a4be-1426cfbdd2fd · outbound

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

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation

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source=pdf_text observed=2026-08-03T14:53:03.206913Z digest=sha256:29978ad77d32c53d08dd77d40907b2f0e6c4cfaa63ba6f3473292db1f80480d2

Observation ad39361e-f380-4755-89c0-c1441d6057e4 · outbound

This paper cites An image is worth 32 tokens for reconstruction and generation.Neural Infor- mation Processing Systems (NeurIPS), 2024.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture An image is worth 32 tokens for reconstruction and generation.Neural Infor- mation Processing Systems (NeurIPS), 2024

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source=pdf_text observed=2026-08-03T14:53:03.293847Z digest=sha256:d6216230e16838327ca0e2b6995de50eab1b1961c2468f14ebc1f2b9975781c7

Observation 1bbce601-00f8-4b19-a7fe-3b621dfe4252 · outbound

This paper cites Representation alignment for generation: Training diffusion transformers is easier than you think.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Representation alignment for generation: Training diffusion transformers is easier than you think

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source=pdf_text observed=2026-08-03T14:53:03.385926Z digest=sha256:29a3a6100bf0450cdf8ff68ceed727ed201f1be567c5b41e0d57a5a9a39d0e97

Observation 019868c8-4e9e-4331-a87b-c08e288eb0c4 · outbound

This paper cites Manifold con- 10 straint reduces exposure bias in accelerated diffusion sam- pling.International Conference on Learning Representa- tions (ICLR), 2024.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Manifold con- 10 straint reduces exposure bias in accelerated diffusion sam- pling.International Conference on Learning Representa- tions (ICLR), 2024

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source=pdf_text observed=2026-08-03T14:53:03.462485Z digest=sha256:c7c846415566ca98db180244b9691d21b2bf07f02aac3f1e337ac675c92a8e7d

Observation fcb44d0d-3662-4efa-967b-95818b79c88c · outbound

This paper cites Diffusion Transformers with Representation Autoencoders.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Diffusion Transformers with Representation Autoencoders

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source=pdf_text observed=2026-08-03T14:53:03.554233Z digest=sha256:955f0b298671faa9f92b67470db4d599faa5d1160ab3998c27c2a89a68f156a1

Observation f37e1941-f099-465d-af4b-0c9760651f68 · outbound

This paper cites Fast Training of Diffusion Models with Masked Transformers.

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture Fast Training of Diffusion Models with Masked Transformers

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no resolver link, observed 2026-08-03T14:53:03.638057Z

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source=pdf_text observed=2026-08-03T14:53:03.638057Z digest=sha256:3e1ebf30f82ed5c0c085309dfef13563ed6b0976f7d986d75b182d30dbcc1de5

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