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Paper Citation Record · LEDGER

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics

As of 21 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 1 inbound Pith citation observation for arXiv:2508.09858.

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

pith.paper-citation-record.v1
2508.09858 v1

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:49:54.174035Z

measured 61 of 61 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-16T13:43:26.460480Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T13:47:57.440145Z

Reference resolution

60 of 60 outbound references displayed

  • verified exact0
  • verified fuzzy28
  • unresolved32
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1f437a90-6779-4227-8f83-db74dc42ebe8 · outbound

This paper cites Lumiere: A space-time diffusion model for video generation.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Lumiere: A space-time diffusion model for video generation

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 4fc1cefc-b752-4b67-98fd-a78ddb25eb83 · outbound

This paper cites Align your latents: High-resolution video synthesis with latent diffusion models.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Align your latents: High-resolution video synthesis with latent diffusion models

Reference 2

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raw_fallback, observed 2026-08-05T20:49:55.732455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 5144205e-28bb-496b-8d67-5b42fdbf80e9 · outbound

This paper cites Large Scale GAN Training for High Fidelity Natural Image Synthesis.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Large Scale GAN Training for High Fidelity Natural Image Synthesis

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e4e0d1dd-b9f6-48dc-a197-2b4e1c5eedb8 · outbound

This paper cites Video generation models as world simulators.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Video generation models as world simulators

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T20:49:48.950887Z digest=sha256:19a0c99336287a17c93e3473ef2e1bfacaffa19cee2668f4214db4b48562729d

Observation fcc6961b-d4ab-4d83-9008-f3268434bba5 · outbound

This paper cites Free-form video inpainting with 3d gated convolution and temporal patchgan.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Free-form video inpainting with 3d gated convolution and temporal patchgan

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T20:49:49.007344Z digest=sha256:9d0c7300dcc26c6c22e090d50817a793c7dc75d6c7f7168be81b14f56388af37

Observation 1902dab6-6dbf-4b9d-9466-929d0c831488 · outbound

This paper cites PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:49:49.072336Z digest=sha256:df78b4d5203e3b1cf9ae078039c7a7fd084f970a39aebda4c13a3735251b8d54

Observation e9356056-b5e5-482f-bb9c-495adc893191 · outbound

This paper cites OD-VAE: An Omni-dimensional Video Compressor for Improving Latent Video Diffusion Model.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics OD-VAE: An Omni-dimensional Video Compressor for Improving Latent Video Diffusion Model

Reference 7

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source=pdf_text observed=2026-08-05T20:49:49.138057Z digest=sha256:b4b75bdc3d463a1c7fbfbd8263ebfa77eebcc24ea8a3a2e0ed1172f0da381056

Observation 5f6121f3-66f3-475d-bef6-74f22859d866 · outbound

This paper cites Panda-70m: Captioning 70m videos with multiple cross-modality teachers.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Panda-70m: Captioning 70m videos with multiple cross-modality teachers

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T20:49:49.208672Z digest=sha256:f3dbb6aa845432931955f99500d28612f6a959b79e4faaffef346ee2797e484a

Observation 93569228-ada3-402d-a20d-d252beede974 · outbound

This paper cites Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling

Reference 9

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:49:49.292748Z digest=sha256:d0cd9e8433ee19fa73f07e319b55e1697120876661b36ddcbf3e06af220f72fd

Observation f46a37ac-662e-4d3b-9ee2-7c9081c88d19 · outbound

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

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Scaling rectified flow transformers for high-resolution image synthesis

Reference 10

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raw_fallback, observed 2026-08-05T20:49:55.569478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T20:49:49.346964Z digest=sha256:f4fecb5487acb042bf6673f1144a295cf78406c36387d538be26f5a526e0aac1

Observation e7e50740-aadf-4160-b8fa-260fcd4fd584 · outbound

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

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Taming transformers for high-resolution image synthesis

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T20:49:49.474349Z digest=sha256:c04c368e41faf489e0ae9697485a7665a9f2e6f1df83f85830257e0ba704160a

Observation d05e0c8a-bc96-491a-8134-fc1b8aa48cd9 · outbound

This paper cites Long video generation with time-agnostic vqgan and time-sensitive transformer.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Long video generation with time-agnostic vqgan and time-sensitive transformer

Reference 12

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raw_fallback, observed 2026-08-05T20:49:55.540834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T20:49:49.585787Z digest=sha256:36909692588566b8228c90f4ad9a069f14eb3013f9f192769a74302ec0a09d31

Observation 63294927-4508-4468-8732-ca6194608c53 · outbound

This paper cites Generative adversarial nets.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Generative adversarial nets

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:49:49.681961Z digest=sha256:e1d2ee8614ec57763532fa1d8bba3513689de369e413ec41230163aa4110f12b

Observation ec019d91-b173-4db7-989b-c8e8568a3809 · outbound

This paper cites Denoising diffusion probabilistic models.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Denoising diffusion probabilistic models

Reference 14

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verified fuzzy
raw_fallback, observed 2026-08-05T20:49:55.517949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 7e0f6f07-100b-4a7b-a291-06e4e4eec20a · outbound

This paper cites Video diffusion models.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Video diffusion models

Reference 15

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raw_fallback, observed 2026-08-05T20:49:55.504078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T20:49:49.953625Z digest=sha256:b20ffee57e42299b1bd186be34bfddabdf253397fc1b68be5ea1b3bb048c1540

Observation 0304d3e0-8957-498d-9649-66d00c3fe631 · outbound

This paper cites DiVE: DiT-based Video Generation with Enhanced Control.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics DiVE: DiT-based Video Generation with Enhanced Control

Reference 16

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no resolver link, observed 2026-08-05T20:49:50.065989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 536693bd-6f30-4f37-931b-83560de71115 · outbound

This paper cites Video-lavit: Unified video-language pre-training with decoupled visual-motional tokenization.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Video-lavit: Unified video-language pre-training with decoupled visual-motional tokenization

Reference 17

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no resolver link, observed 2026-08-05T20:49:50.192834Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-05T20:49:50.192834Z digest=sha256:83ac4bef50c13ea73f63dade756e4dc06bc371ee5f7362b7a95c278098b2260d

Observation a73c7a06-fb78-4899-a424-53947afde4dd · outbound

This paper cites A style-based generator architecture for generative adversarial networks.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics A style-based generator architecture for generative adversarial networks

Reference 18

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raw_fallback, observed 2026-08-05T20:49:55.491489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T20:49:50.292674Z digest=sha256:db6b60938e00a860d78c27762dd2f196061784c935d9ad067f25cf9987cc8026

Observation a8cfbb80-963d-4611-8b41-b0db1d6d3f3e · outbound

This paper cites Auto-encoding variational bayes, 2013.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Auto-encoding variational bayes, 2013

Reference 19

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raw_fallback, observed 2026-08-05T20:49:55.478383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T20:49:50.411337Z digest=sha256:11b3431fefea31800731a0d68da2bbe1d0c81c30864e4e01e984821f4a75b395

Observation 78e19f6d-1edc-4bf1-baf8-16c55277e714 · outbound

This paper cites HunyuanVideo: A Systematic Framework For Large Video Generative Models.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics HunyuanVideo: A Systematic Framework For Large Video Generative Models

Reference 20

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source=pdf_text observed=2026-08-05T20:49:50.508174Z digest=sha256:1cc14f493299c9bd3438ade2f01e37605e327623042cbfab5f222010dd704024

Observation 24189553-07fc-4492-a5b7-8a7e9accab73 · outbound

This paper cites Open-sora-plan, April 2024.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Open-sora-plan, April 2024

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T20:49:50.618452Z digest=sha256:32ca0344e20ea018450782fb88d547bf34c0cb95e5150e3786978b6e6e524415

Observation 02762cfd-971a-4add-85b4-7c47d399a9d9 · outbound

This paper cites Efficient spatially sparse inference for conditional gans and diffusion models.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Efficient spatially sparse inference for conditional gans and diffusion models

Reference 22

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raw_fallback, observed 2026-08-05T20:49:55.450458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T20:49:50.704587Z digest=sha256:6bc5853a8b95523c9f1acf758920ccea763370ade85bab428ec0e55531f5af61

Observation f531c346-4d3c-4367-90a8-61030c28279a · outbound

This paper cites Autoregressive image generation without vector quantization.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Autoregressive image generation without vector quantization

Reference 23

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raw_fallback, observed 2026-08-05T20:49:55.435235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T20:49:50.772614Z digest=sha256:e408cab6f7f0805d075afe09cc397126c7d5c924ce8686b0bbba1fac2c7ca1c9

Observation 2781b5ce-1427-48cc-b301-eb9a4f87351f · outbound

This paper cites WF-VAE: Enhancing Video VAE by Wavelet-Driven Energy Flow for Latent Video Diffusion Model.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics WF-VAE: Enhancing Video VAE by Wavelet-Driven Energy Flow for Latent Video Diffusion Model

Reference 24

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Observation ac7bf415-ab17-4405-abdd-1cb849e57583 · outbound

This paper cites Open-Sora Plan: Open-Source Large Video Generation Model.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Open-Sora Plan: Open-Source Large Video Generation Model

Reference 25

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no resolver link, observed 2026-08-05T20:49:50.891081Z

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source=pdf_text observed=2026-08-05T20:49:50.891081Z digest=sha256:b2404eb2260909a4687d96dc6536bbdb5773e8dd5a2579b62ad58697e03de021

Observation 2fd599b6-7ddc-4c33-8259-791b65c30a1b · outbound

This paper cites Decoupled Weight Decay Regularization.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Decoupled Weight Decay Regularization

Reference 26

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source=pdf_text observed=2026-08-05T20:49:51.017997Z digest=sha256:85a4f625164119fe8941aae2fc976a6db8518787fae09dc5ff9c2ceffdcf54f1

Observation c5b055b0-4dc3-45c1-8a2a-1d4c08733252 · outbound

This paper cites Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model

Reference 27

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no resolver link, observed 2026-08-05T20:49:51.095103Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-05T20:49:51.095103Z digest=sha256:fef47fd63db8b16f092cf4cbe05e142d2d119f33d96eadeb2bb85c7ba035af9e

Observation 1de3cfa6-a073-4da0-8a3c-50b8a6db0ff5 · outbound

This paper cites Finite Scalar Quantization: VQ-VAE Made Simple.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Finite Scalar Quantization: VQ-VAE Made Simple

Reference 28

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no resolver link, observed 2026-08-05T20:49:51.160597Z

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Observation dc53a74e-e8fd-44f3-ad3b-55bfcb5430b8 · outbound

This paper cites Cosmos tokenizer: A suite of image and video neural tokenizers, November 2024.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Cosmos tokenizer: A suite of image and video neural tokenizers, November 2024

Reference 29

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raw_fallback, observed 2026-08-05T20:49:55.421418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 73dc72c4-be62-4a2d-b0ca-b0984d03055f · outbound

This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 30

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:49:51.287479Z digest=sha256:ce2a9fe74217cd383a6e5fc92aabd71973a0ceb671d3efdc1e852cd73dbb51c6

Observation ce7da3e7-4881-42a2-95b8-1ebeb50edf21 · outbound

This paper cites Improving language understanding by generative pre-training.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Improving language understanding by generative pre-training

Reference 31

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raw_fallback, observed 2026-08-05T20:49:55.407107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T20:49:51.332592Z digest=sha256:2758f079ec217ae34c86fa505c73a321c7f5671f7804bd56aa1da4c5f6121a9f

Observation b7497704-f9ad-4185-97a9-c2f55157e69a · outbound

This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 32

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no resolver link, observed 2026-08-05T20:49:51.395974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:49:51.395974Z digest=sha256:85d5a236ab1d696019f9464788995ecbfecb084a82bcbf7076de6d78ee0b989f

Observation 7aaa7a80-8362-4863-8f7f-caf67e5b9742 · outbound

This paper cites Zero-shot text-to-image generation.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Zero-shot text-to-image generation

Reference 33

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raw_fallback, observed 2026-08-05T20:49:55.393777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 3134dd26-06c3-4a24-a1e9-5b19a2d30bf2 · outbound

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

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics High-resolution image synthesis with latent diffusion models

Reference 34

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raw_fallback, observed 2026-08-05T20:49:55.379955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T20:49:51.585013Z digest=sha256:f79b0b707251e7014fd833765d32bbcb7ea5ebbdc3c4380820a68290e1f72d5f

Observation fc20a135-9c66-4508-a937-867b3be5a28a · outbound

This paper cites Photorealistic text-to-image diffusion models with deep language understanding.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Photorealistic text-to-image diffusion models with deep language understanding

Reference 35

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source=pdf_text observed=2026-08-05T20:49:51.646689Z digest=sha256:6525578d544c4b353013b797354d46c547b7511cc3a495937fb95e435d6812fb

Observation 323e0566-9621-438f-8860-1313bcde4de7 · outbound

This paper cites Scalable Image Tokenization with Index Backpropagation Quantization.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Scalable Image Tokenization with Index Backpropagation Quantization

Reference 36

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source=pdf_text observed=2026-08-05T20:49:51.769898Z digest=sha256:230eb7b52d175447b7391500c4e2d431716788df0314a10834f6005e8d6f0617

Observation dcb6e230-bdd2-47eb-a52c-685656c849d3 · outbound

This paper cites Make-A-Video: Text-to-Video Generation without Text-Video Data.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Make-A-Video: Text-to-Video Generation without Text-Video Data

Reference 37

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source=pdf_text observed=2026-08-05T20:49:51.828875Z digest=sha256:d5b5a1434026fbc05954e6f4b2a249ed8669beddebb4466992b517a834c993bd

Observation 9b1f887a-7915-4f7d-8414-c1ad0214e0f0 · outbound

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

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 38

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source=pdf_text observed=2026-08-05T20:49:51.919676Z digest=sha256:20fc441ec286e97faf628674cfae4bf80abbafe6dd9976c9b7e00422a64f3bfb

Observation 6e61c7d4-8052-44c3-8a74-56aecbe1d57e · outbound

This paper cites VidTok: A Versatile and Open-Source Video Tokenizer.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics VidTok: A Versatile and Open-Source Video Tokenizer

Reference 39

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source=pdf_text observed=2026-08-05T20:49:52.048245Z digest=sha256:d4acee5456453c55181d375ab513ee5bc15a7ff7e7a213523f5c43cd94d6bcdf

Observation de9cbdc7-13aa-4f51-b1d9-d5894f187119 · outbound

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

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Chameleon: Mixed-Modal Early-Fusion Foundation Models

Reference 40

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source=pdf_text observed=2026-08-05T20:49:52.126682Z digest=sha256:98e9e301470f63a2f8c1d2b1f937647623c395d98adeb0101903412b4adba67e

Observation be6b8ad7-3f28-4ee2-b553-7f68953e3f77 · outbound

This paper cites Fvd: A new metric for video generation.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Fvd: A new metric for video generation

Reference 41

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T20:49:52.217110Z digest=sha256:e8dc08445e96fbc7dc14597e7a82b88194cce5860d6a60ac2217e9bfeaacfc8a

Observation f601a733-4271-4683-9a3d-649d93d93ace · outbound

This paper cites Neural discrete representation learning.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Neural discrete representation learning

Reference 42

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T20:49:52.315837Z digest=sha256:62e640d2446d0c41b289b4bdd9a209489d55e1fc7338ca9fa2c271a2c5dc83fa

Observation d71a885d-d39b-44f0-a0a6-55c610faa23c · outbound

This paper cites Wan: Open and Advanced Large-Scale Video Generative Models.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Wan: Open and Advanced Large-Scale Video Generative Models

Reference 43

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source=pdf_text observed=2026-08-05T20:49:52.418210Z digest=sha256:779d96c5659a7496c4b098d11e0616dd64c184ed86eff2d41fdc3c35dd1b7115

Observation 2477fe4a-7e9a-4cc5-9978-d3fb8bef7914 · outbound

This paper cites ModelScope Text-to-Video Technical Report.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics ModelScope Text-to-Video Technical Report

Reference 44

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source=pdf_text observed=2026-08-05T20:49:52.489218Z digest=sha256:6bb7a98bdbf2911d9313ee0574432d2c4482a5863512f46a1b5d10df78560f53

Observation d11c6537-3c91-4274-9a93-349ea8faeb25 · outbound

This paper cites Omnitokenizer: A joint image- video tokenizer for visual generation.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Omnitokenizer: A joint image- video tokenizer for visual generation

Reference 45

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T20:49:52.569304Z digest=sha256:28a24045c92884d629d3a41ca6ae9bc1bd1ffb30b9e7284a8f37b5eaa3a2b390

Observation 44e6e436-48c1-46c1-bb85-551e4fcfbc0b · outbound

This paper cites Emu3: Next-Token Prediction is All You Need.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Emu3: Next-Token Prediction is All You Need

Reference 46

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source=pdf_text observed=2026-08-05T20:49:52.698112Z digest=sha256:9ec5bfc2eaa73e175558715fc6b698567398768f5e6472e800092cb1de967691

Observation e17afe89-c307-4c59-a8a1-eae9de4956e7 · outbound

This paper cites Loong: Generating Minute-level Long Videos with Autoregressive Language Models.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Loong: Generating Minute-level Long Videos with Autoregressive Language Models

Reference 47

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source=pdf_text observed=2026-08-05T20:49:52.758882Z digest=sha256:169abd6e8d3469d5eb9e105eb8d1273ac1fb407820c6cf69bdec2420b956dd1b

Observation ffdda180-5a3a-4124-9d7f-197ca9ea0c96 · outbound

This paper cites Image quality assessment: from error visibility to structural similarity.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Image quality assessment: from error visibility to structural similarity

Reference 48

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T20:49:52.852525Z digest=sha256:4853f06dbd894d077d40e06b46dfcd3bdcad3f73366f69c5e915d2e386bd2b2e

Observation f35b4432-039e-4eb9-b2f8-e997f99e4650 · outbound

This paper cites Tune-a-video: One-shot tuning of image diffusion models for text-to-video generation.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Tune-a-video: One-shot tuning of image diffusion models for text-to-video generation

Reference 49

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T20:49:52.891948Z digest=sha256:56d9905cf57249e01b4fd789edbf4d5a9ad9e0bd28302938e51561a3aa4f21f2

Observation 403e3fc6-bc4b-44ac-a082-12d1683d26c6 · outbound

This paper cites ElasticTok: Adaptive Tokenization for Image and Video.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics ElasticTok: Adaptive Tokenization for Image and Video

Reference 50

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source=pdf_text observed=2026-08-05T20:49:52.896113Z digest=sha256:6b2d5bf6155db5a2ed424731f55540da9425e419cec95aa1826fc9f84d84f8a0

Observation 95969b86-f505-41d5-a76f-dcb090759138 · outbound

This paper cites VideoGPT: Video Generation using VQ-VAE and Transformers.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics VideoGPT: Video Generation using VQ-VAE and Transformers

Reference 51

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source=pdf_text observed=2026-08-05T20:49:52.985004Z digest=sha256:06766c15432cf10eb24996e8bd7404d93ff45e34060f20b16de591e88fbe74d0

Observation 67d331be-c36a-42d4-9149-c3b7a552c698 · outbound

This paper cites CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Reference 52

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source=pdf_text observed=2026-08-05T20:49:53.110183Z digest=sha256:bed318183d9d5daeb44adb66e0317077f267bffd8d09727057ef2d6e9df36af8

Observation dd892bda-310d-41cd-bce9-12f7aee75dd0 · outbound

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

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Scaling Autoregressive Models for Content-Rich Text-to-Image Generation

Reference 53

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source=pdf_text observed=2026-08-05T20:49:53.234073Z digest=sha256:8085f70c9c5d22145432220082dc95e51a0de27fd3e9312d2e82943e1b76271c

Observation 1a056359-856c-496a-8dc1-62423ed6f6b1 · outbound

This paper cites Magvit: Masked generative video transformer.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Magvit: Masked generative video transformer

Reference 54

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T20:49:53.408212Z digest=sha256:a7be732d439f6bde358be12033bfd091cd610cea445a39245f84f63ab65e60ac

Observation 0ab7a641-5b0a-42ee-8e98-a496394c79d8 · outbound

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

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation

Reference 55

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source=pdf_text observed=2026-08-05T20:49:53.496674Z digest=sha256:7139d96c2a5dcb3cae40528df163c08bd126ce14e8969c124f9fb75b8d81da4b

Observation b5ba5941-cf32-4358-b41a-26c7841650bb · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics The unreasonable effectiveness of deep features as a perceptual metric

Reference 56

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T20:49:53.635344Z digest=sha256:88117b677e39273d18f6ede8eb5b7b4a179a354cc37b5dca1b2b82145889adee

Observation b9c03e4f-0163-494d-b78f-6082d97ccb9d · outbound

This paper cites CV-VAE: A Compatible Video VAE for Latent Generative Video Models.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics CV-VAE: A Compatible Video VAE for Latent Generative Video Models

Reference 57

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source=pdf_text observed=2026-08-05T20:49:53.744497Z digest=sha256:49e6489993a596f33d2053ea0a7911a7a28a7b1a6c08d2da02b5650366c14680

Observation 433adb7a-d635-4135-8364-6006d2daf681 · outbound

This paper cites Online clustered codebook.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Online clustered codebook

Reference 58

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T20:49:53.900879Z digest=sha256:33900e2db1e692ef968983cbd008508956c50d37da7289dd59784ef10e0e35cd

Observation efccf6ac-08f5-43dc-baf7-41681762c2c6 · outbound

This paper cites Open-sora: Democratizing efficient video production for all, March 2024.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Open-sora: Democratizing efficient video production for all, March 2024

Reference 59

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T20:49:54.013257Z digest=sha256:f463526f27418b02a2753874b8c3c1e175c0fa4e8f5d71a334ff9d7af8ddb2ac

Observation 7afaa038-dc07-4375-afcd-96d3cb4fcba7 · outbound

This paper cites Addressing representation collapse in vector quantized models with one linear layer.

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics Addressing representation collapse in vector quantized models with one linear layer

Reference 60

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source=pdf_text observed=2026-08-05T20:49:54.174035Z digest=sha256:e67e44085be7994b0f1913adfc03d6d9c3722c99621690fbc95b4c3aedcf7b63

Pith citing papers

Observation 52e1eec7-d0ec-45ff-8fc2-bc9356e3e10f · inbound

CoMoVi: Co-Generation of 3D Human Motions and Realistic Videos cites this paper.

CoMoVi: Co-Generation of 3D Human Motions and Realistic Videos HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics

Reference 44

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arxiv_id, observed 2026-05-16T13:47:57.442104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-16T13:43:26.460480Z digest=sha256:770fee309341505c019e9fe34170e5d449eccd48e2b3ccad86e7a3c1649b538e