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Paper Citation Record · LEDGER

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control

As of 8 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2507.03979.

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

pith.paper-citation-record.v1
2507.03979 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:01:38.804343Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

51 of 51 outbound references displayed

  • verified exact0
  • verified fuzzy27
  • unresolved24
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e4019c39-0865-4f77-ae6e-46489746d495 · outbound

This paper cites Lightroom.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Lightroom

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:01:43.217288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation cba09304-acb5-46b4-b86b-24da115119b1 · outbound

This paper cites Photoshop.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Photoshop

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:01:43.057008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 2c55bfd6-34a0-49af-8941-0c1aeb65f73a · outbound

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

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control In- structpix2pix: Learning to follow image editing instructions

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:01:42.894403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation a1799de3-7271-4fb2-b799-2f256cb8f479 · outbound

This paper cites Lan- guage models are few-shot learners.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Lan- guage models are few-shot learners

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T20:01:38.538123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:01:38.538123Z digest=sha256:e7a9ba23e46d616d77db9d66ffee78d67ea7877ffc56bbe3ca5286188a1a30c8

Observation fc0fa3b7-3762-4260-a18e-d711244af088 · outbound

This paper cites Masactrl: Tuning-free mu- tual self-attention control for consistent image synthesis and editing.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Masactrl: Tuning-free mu- tual self-attention control for consistent image synthesis and editing

Reference 5

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 959c9b3c-a680-4751-9adf-e40d4e52f338 · outbound

This paper cites Association between the use of social media and photograph editing applications, self-esteem, and cosmetic surgery acceptance.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Association between the use of social media and photograph editing applications, self-esteem, and cosmetic surgery acceptance

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:01:42.503188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 2ffa3c93-1e31-4c92-8078-924ef3511131 · outbound

This paper cites Latentpaint: Image inpainting in latent space with diffusion models.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Latentpaint: Image inpainting in latent space with diffusion models

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:01:42.255552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 1ef81ad2-d1ce-4e8b-8232-c02cbbf4d1dc · outbound

This paper cites DiffEdit: Diffusion-based semantic image editing with mask guidance.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control DiffEdit: Diffusion-based semantic image editing with mask guidance

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T20:01:38.562188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 042ccddd-d904-495a-b5a3-5b18bdf6eb63 · outbound

This paper cites Arcface: Additive angular margin loss for deep face recognition.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Arcface: Additive angular margin loss for deep face recognition

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:01:42.106483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:01:38.568396Z digest=sha256:d27fe24c7a9204c24b2fcd3d8110b5eb8d8d79224ee2471d4367eb548a78692b

Observation c6afc711-48d4-4bcf-b242-4b77613736ca · outbound

This paper cites High-fidelity and ar- bitrary face editing.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control High-fidelity and ar- bitrary face editing

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:01:41.951668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:01:38.574924Z digest=sha256:0f712a4a0069d8b0fef98ec0baa5855a37e5e057d17345d4408c0ea975e47745

Observation f7c8ff76-c223-4367-8b9b-7f82315c698b · outbound

This paper cites Mask-guided portrait editing with condi- tional gans.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Mask-guided portrait editing with condi- tional gans

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:01:41.758693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:01:38.580539Z digest=sha256:8a8ffd0d074a464090009fe366cfd8c62b1e953a69478d2b6ea876c6b3548720

Observation dec4807d-cd77-4c2f-81ba-44520068b4dd · outbound

This paper cites Adaptively weighted multi-task deep network for person attribute classification.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Adaptively weighted multi-task deep network for person attribute classification

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:01:41.587734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:01:38.586090Z digest=sha256:08fd47215f837c9b08a3d3bfeecf10c1c2b22cb529fa7c36911099698df671d6

Observation d7b3a314-f286-40a2-85b3-b7ecc33ac10a · outbound

This paper cites Prompt-to-Prompt Image Editing with Cross Attention Control.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Prompt-to-Prompt Image Editing with Cross Attention Control

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T20:01:38.591645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:01:38.591645Z digest=sha256:ed41566b19bbc77fb1b0ecd0cb1f01f95c250f9aa62c693b8f2a7ef8ad40dad5

Observation 04c27355-c35b-4a6b-8011-06cc0522689c · outbound

This paper cites Denoising dif- fusion probabilistic models.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Denoising dif- fusion probabilistic models

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T20:01:38.598891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:01:38.598891Z digest=sha256:36f980e34621088b449d0450610a276d73e62c7ce77547538c6ea08eeefe0241

Observation 98237b5a-a0aa-44d5-b714-5823cc6b98d7 · outbound

This paper cites Smartedit: Exploring complex instruction-based image editing with multimodal large lan- guage models.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Smartedit: Exploring complex instruction-based image editing with multimodal large lan- guage models

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:01:41.414348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:01:38.604499Z digest=sha256:e88a93602cfbb58ae16f31ae370c8ef72eb9b8c25d3df5ae07ad1ce3ed3950b1

Observation 3dcc35f8-4d7c-43cf-8eca-41ab59ca582a · outbound

This paper cites Scope of va- lidity of psnr in image/video quality assessment.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Scope of va- lidity of psnr in image/video quality assessment

Reference 16

Resolution
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no resolver link, observed 2026-08-06T20:01:38.609316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 7dcbbabc-d4bb-4f47-b7ce-93b0c518eb34 · outbound

This paper cites Hunting blemishes: Language- guided high-fidelity face retouching transformer with limited paired data.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Hunting blemishes: Language- guided high-fidelity face retouching transformer with limited paired data

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:01:41.197648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation b7feff24-4b51-4543-8771-6142281ecf01 · outbound

This paper cites Talk-to-edit: Fine-grained facial editing via dialog.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Talk-to-edit: Fine-grained facial editing via dialog

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:01:41.079047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:01:38.619387Z digest=sha256:0622ba7658107529d24898664d706c1c1bbeeea05a549b79ac3ba36a04d968f4

Observation 6586c5cf-b03d-4f44-a941-146ee11af8ec · outbound

This paper cites Toward tiny and high-quality facial makeup with data am- plify learning.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Toward tiny and high-quality facial makeup with data am- plify learning

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:01:40.939968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 38239d63-1b9a-4ae7-bee0-07ce26cbe71a · outbound

This paper cites Progressive Growing of GANs for Improved Quality, Stability, and Variation.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Progressive Growing of GANs for Improved Quality, Stability, and Variation

Reference 20

Resolution
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no resolver link, observed 2026-08-06T20:01:38.629243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:01:38.629243Z digest=sha256:15e45bd84598ceb139ca6cde75bc74d4b546feb6fe1f0cbd016334bfb9ef3abb

Observation 27103d0c-e9e5-4610-a7a3-9b6cadbc88d8 · outbound

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

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control A style-based generator architecture for generative adversarial networks

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:01:40.780941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 10c3e680-9b81-4c71-bec0-f7dfd770aaa3 · outbound

This paper cites Imagic: Text-based real image editing with diffusion models.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Imagic: Text-based real image editing with diffusion models

Reference 22

Resolution
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no resolver link, observed 2026-08-06T20:01:38.639213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:01:38.639213Z digest=sha256:b011ef6458c3388bd38e53d5857fe4d9ffb353a9494fe74ad3e642fe576f0712

Observation 4f9c26ef-50d6-469a-94d7-ef2e6b058d47 · outbound

This paper cites Diffu- sionclip: Text-guided diffusion models for robust image ma- nipulation.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Diffu- sionclip: Text-guided diffusion models for robust image ma- nipulation

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:01:40.615389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:01:38.643716Z digest=sha256:6fd7a5afb27f155a8c65e48fb7e2c32e64764230b1939581803d3d89114fb584

Observation bd1e494d-c26d-431d-b2cf-d3c2887672d7 · outbound

This paper cites Auto-encoding vari- ational bayes, 2013.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Auto-encoding vari- ational bayes, 2013

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T20:01:38.649111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:01:38.649111Z digest=sha256:fcfea3b092b0029e6b798c3a744861cea235b385215b89dd447499828cfa0d32

Observation c32f4893-e993-48e7-a084-df807225570d · outbound

This paper cites Segment Anything.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Segment Anything

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T20:01:38.653701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:01:38.653701Z digest=sha256:0e567986132de64cb5a19bbfb5bdac167626f1eb66e34c06ef52a774f99f2f01

Observation 5569c575-9a1b-41e6-96f0-a1c14fb6136a · outbound

This paper cites an unresolved cited work.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T20:01:38.658782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:01:38.658782Z digest=sha256:bf536b60978f43b3d0103157daaf2cdb5c22d63a4e2b2ead1e1591cf236ed56c

Observation 62a7daa7-06d8-4f08-9c2e-491254962a63 · outbound

This paper cites Beautygan: Instance-level facial 9 makeup transfer with deep generative adversarial network.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Beautygan: Instance-level facial 9 makeup transfer with deep generative adversarial network

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:01:40.376176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:01:38.664215Z digest=sha256:fee1602e2b5ffec10fba98e8f29381b61eade33215d65adc6e65ee9591e03816

Observation 331ba7e6-03c0-49d2-8500-2f1fa0072bb4 · outbound

This paper cites Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T20:01:38.669460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:01:38.669460Z digest=sha256:c89cbde39cfba711085774312bd31eadc7cdfc0e2d4d67950adf6f97849fedfd

Observation 65f7dc17-8491-46de-bbf8-ab2f0b452619 · outbound

This paper cites Decoupled Weight Decay Regularization.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Decoupled Weight Decay Regularization

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T20:01:38.674476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:01:38.674476Z digest=sha256:a10736db018ab5ad17741f3ebdda7e8c53a230a832bda5ea5a4e7476eb48ca80

Observation a3b76108-16e4-41c3-8eb9-6423917b51d9 · outbound

This paper cites Repaint: Inpainting using denoising diffusion probabilistic models.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Repaint: Inpainting using denoising diffusion probabilistic models

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:01:40.234433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:01:38.680339Z digest=sha256:6ff9e252c0b229fb622b99938b90c39fa45d4597577b653002663ad939140322

Observation cd2fbdad-4c04-494d-b415-29872f34ca93 · outbound

This paper cites Dpe: Dis- entanglement of pose and expression for general video por- trait editing.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Dpe: Dis- entanglement of pose and expression for general video por- trait editing

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:01:40.123770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:01:38.685005Z digest=sha256:c9c9632830058c83bf254257423e23805a703736346249f9079c6d0218e97337

Observation aee885f7-7854-4c2c-b82c-cb212499515c · outbound

This paper cites Styleclip: Text-driven manipulation of stylegan imagery.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Styleclip: Text-driven manipulation of stylegan imagery

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-06T20:01:38.690105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:01:38.690105Z digest=sha256:85bad4da5e43684db602ce9545300ba974faf3f06b36d24db3e601e2da675225

Observation 2d1490f3-a9bf-4a94-b9d7-6792f7445bbf · outbound

This paper cites Scalable diffusion models with transformers.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Scalable diffusion models with transformers

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T20:01:38.695871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:01:38.695871Z digest=sha256:7a10922bf0e4b3b3a29e2028ead18e5c0053d98477b102af5798eec872d6ae16

Observation 313f09f6-f541-46a8-8321-55b68d582fe6 · outbound

This paper cites Diffusion autoen- coders: Toward a meaningful and decodable representation.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Diffusion autoen- coders: Toward a meaningful and decodable representation

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:01:39.927862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:01:38.702033Z digest=sha256:e59daaada94fb7f8a58d3960bd75fa0459e13360ef4ddffeb552b10785c8ab92

Observation 766d2423-b279-4778-a20c-0e103f04286f · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Learning transferable visual models from natural language supervi- sion

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T20:01:38.708704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:01:38.708704Z digest=sha256:2e1e273c72be1e847561185ca84da6fd1536568dfc78f31beed256b58ef25668

Observation 35af956a-a743-4a3c-89ea-fd97ad23f420 · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control SAM 2: Segment Anything in Images and Videos

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T20:01:38.716171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:01:38.716171Z digest=sha256:eac0b56536cde671450d5b825264cb6fd53f6ce6a73a7e0cccae6a3d27c82b7e

Observation 02361795-4130-456a-ab69-d49ea21b250f · outbound

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

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control High-resolution image synthesis with latent diffusion models

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T20:01:38.722009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:01:38.722009Z digest=sha256:0e7777c6675621517afd0ce733120a99711ac6934173f386b0c803f47b18b1ea

Observation a22831eb-d17e-4962-8c26-1a110a05bdfd · outbound

This paper cites Semantic Image Inversion and Editing using Rectified Stochastic Differential Equations.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Semantic Image Inversion and Editing using Rectified Stochastic Differential Equations

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T20:01:38.727307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:01:38.727307Z digest=sha256:776dfa5babf8ffec4d17145dca1a2518735198e41fe82add6beb759d9e772a85

Observation 7999d0dc-5a01-446a-8633-a029156945d6 · outbound

This paper cites Freeu: Free lunch in diffusion u-net.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Freeu: Free lunch in diffusion u-net

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:01:39.782832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:01:38.733534Z digest=sha256:06506185ef440c204383f4d7f3b66405e8849941815b1383cda5945c4e95919b

Observation 4d9eb892-9277-4460-bdce-62c4dbf74929 · outbound

This paper cites Denoising Diffusion Implicit Models.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Denoising Diffusion Implicit Models

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T20:01:38.738504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:01:38.738504Z digest=sha256:323232d05a5b20bec603fbdf8756cd561a59c0369350d9f16403ea3755edea56

Observation c8479e26-5f30-46c5-90c2-37f7e0a32a57 · outbound

This paper cites Generalised dice overlap as a deep learning loss function for highly unbalanced segmen- tations.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Generalised dice overlap as a deep learning loss function for highly unbalanced segmen- tations

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:01:39.645050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:01:38.743590Z digest=sha256:88bfa08ea8aa020e26c7c12c4607b52f143c793f41052d6c299d5150d3f21442

Observation dceb328e-e7f4-4c67-a676-915f8955f33c · outbound

This paper cites Alpha- clip: A clip model focusing on wherever you want.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Alpha- clip: A clip model focusing on wherever you want

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:01:39.505441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:01:38.750134Z digest=sha256:77d512965d809621335dff04419fba4ea7b5a1a50b702b44bf1152d3f5af1e95

Observation 0f06b1c0-0370-48b3-9b93-6b765f368249 · outbound

This paper cites Maniclip: Multi- attribute face manipulation from text.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Maniclip: Multi- attribute face manipulation from text

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:01:39.410812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:01:38.755601Z digest=sha256:3178410abc92de73ab2f21844267c19bfe9a5eefd0ed24a052f65671c2c69f4f

Observation 8d2331d7-786f-4830-ba73-92f271dc7e79 · outbound

This paper cites Taming Rectified Flow for Inversion and Editing.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Taming Rectified Flow for Inversion and Editing

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T20:01:38.760942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:01:38.760942Z digest=sha256:93ea7ae7fff5a9ee8b8e3c4310bf563da7c8e8e98a993032b0e870059e2788b5

Observation fd889c3d-5827-47d9-86a6-c109799c48d6 · outbound

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

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Image quality assessment: from error visibility to structural similarity

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T20:01:38.766717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:01:38.766717Z digest=sha256:a92977f13edf9bf616f149177147680ba61843c9e62f3d8b01d77766219d8919

Observation a45f7aa9-6de5-4e45-bf8d-a02835ef4a0a · outbound

This paper cites ChatFace: Chat-Guided Real Face Editing via Diffusion Latent Space Manipulation.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control ChatFace: Chat-Guided Real Face Editing via Diffusion Latent Space Manipulation

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T20:01:38.771386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:01:38.771386Z digest=sha256:75b7b1300f7afd56d1431c29177c35508a3d4bbcd41ab23c5ea109c600de58bf

Observation 2190263c-1fb6-4c20-8c2b-ef10c4aea0ae · outbound

This paper cites Magicbrush: A manually annotated dataset for instruction- guided image editing.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Magicbrush: A manually annotated dataset for instruction- guided image editing

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:01:39.262666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:01:38.777378Z digest=sha256:4585fe72cd60c161d470f257d989a527df2c22397435b084e9534a6c9cbcd21d

Observation a141ea70-505c-423d-b732-81fa07209d58 · outbound

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

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control The unreasonable effectiveness of deep features as a perceptual metric

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T20:01:38.784218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:01:38.784218Z digest=sha256:9781293c6176727b7fc1a027e10eee4b995af74a48212f7814f374eded03a41d

Observation d1147ff0-f060-4383-b11a-1c221bff16f0 · outbound

This paper cites Stable-Hair: Real-World Hair Transfer via Diffusion Model.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control Stable-Hair: Real-World Hair Transfer via Diffusion Model

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-06T20:01:38.789826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:01:38.789826Z digest=sha256:e63646321c4845844981bfba5530ed1eaa601fe0ce291dcb3de8de29e501e3b4

Observation 3a1aae8c-03be-4135-81cc-26b6427b5bc1 · outbound

This paper cites forehead wrinkles.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control forehead wrinkles

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:01:39.206524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:01:38.796689Z digest=sha256:c3f8e99ba52d68b11a7bb8b0a49d7d64332b084a35b9e8ad1d374542736fd250

Observation da80958a-995c-4470-a3ea-6d0f55684da5 · outbound

This paper cites a woman.

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control a woman

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:01:39.166742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:01:38.804343Z digest=sha256:f3107bb94e55221b5c6f1e890008443362a19816283398a84a2f1ce15554bdd2

Pith citing papers

No inbound Pith citation observations are available.