Paper Citation Record · LEDGER

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

As of 7 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 2026-08-07T06:34:17.273281+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
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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:49:55.745356Z

Source-reported events for the cited work

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:49:55.732455Z

Source-reported events for the cited work

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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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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:49:55.718537Z

Source-reported events for the cited work

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:49:55.597367Z

Source-reported events for the cited work

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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

Resolution: unresolved; no resolver link, observed 2026-08-05T20:49:49.072336Z

Source-reported events for the cited work

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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

Resolution: unresolved; no resolver link, observed 2026-08-05T20:49:49.138057Z

Source-reported events for the cited work

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:49:55.583604Z

Source-reported events for the cited work

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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

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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

Resolution: verified fuzzy; 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 2026-08-07T06:34:17.273281+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:49:55.555101Z

Source-reported events for the cited work

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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

Resolution: verified fuzzy; 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 2026-08-07T06:34:17.273281+00:00.

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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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

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

Source-reported events for the cited work

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:49:55.504078Z

Source-reported events for the cited work

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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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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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Source-reported events for the cited work

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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

Resolution: verified fuzzy; 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 2026-08-07T06:34:17.273281+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:49:55.478383Z

Source-reported events for the cited work

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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-reported events for the cited work

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:49:55.464810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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

Resolution: verified fuzzy; 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 2026-08-07T06:34:17.273281+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:49:55.435235Z

Source-reported events for the cited work

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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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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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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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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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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:49:55.421418Z

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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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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:49:55.407107Z

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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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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:49:55.393777Z

Source-reported events for the cited work

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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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Source-reported events for the cited work

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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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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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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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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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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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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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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:49:55.357064Z

Source-reported events for the cited work

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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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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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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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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:49:55.329665Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-05T20:49:52.698112Z

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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-reported events for the cited work

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:49:55.315660Z

Source-reported events for the cited work

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:49:55.300917Z

Source-reported events for the cited work

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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-reported events for the cited work

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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

Resolution: unresolved; no resolver link, observed 2026-08-05T20:49:52.985004Z

Source-reported events for the cited work

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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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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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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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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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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:49:55.273476Z

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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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This paper cites Online clustered codebook.

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

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:49:55.256451Z

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:49:55.053856Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-05T20:49:54.174035Z

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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

Resolution: verified exact; arxiv_id, observed 2026-05-16T13:47:57.442104Z

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