Pith. sign in

Paper Citation Record · LEDGER

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

As of 14 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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:01:38.521139Z digest=sha256:896cd6cfb785b4948379b0d183a85c06651e24cd031f8f54f0a46799af716f4b

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:01:38.527004Z digest=sha256:d00a0e5788a93537d37bc86a626b82faa3ebe909f1e0e3eea475c472de8c50ff

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:01:38.532787Z digest=sha256:f5b897c36ebeb8966a246f379406a3a56ad5143fe5e16e1f81d64d2da34f088b

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=sha256:47b6ad06485c29f099fe38d900c30f9f8f696293224f0a168e8ecbfe152dc458

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
raw_fallback, observed 2026-08-06T20:01:42.663563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:01:38.543629Z digest=sha256:1d61d39dcb426c7bffebea7953ee69ea24ed1e9b5acd50533320ff8bdd9e6cf6

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:01:38.549281Z digest=sha256:5fc5b13e9daad4e181f75fd76c12e17c68a059bee107a305cc4699207736129b

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:01:38.555358Z digest=sha256:e12e8e24792cc2f42d811e7433d8c7ccecb88cf0e70113ab83d53685fdf1bec6

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.

source=pdf_text observed=2026-08-06T20:01:38.562188Z digest=sha256:16ba0c06693e0bfd7bc01d3e8bba8d50996fe66fbb98e88b358181388a40fb8d

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:01:38.568396Z digest=sha256:430596c900665126f3469b23fb875fa53d2b7150a2696ee43ae6efd38abc8a8b

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:01:38.574924Z digest=sha256:501d6b596d4b4d84239124de9e926de0fc9ee66041a2828033cd34cfa5505d16

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:01:38.580539Z digest=sha256:a9836866e67ed46595cf19f2de9c622eb0156fe87a88311ecb02b34defc5c456

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:01:38.586090Z digest=sha256:f5b1dbaff8b530edefd100104496e6644c9475b957bb4785b32db497b615effb

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:ba7352f326dbcb2bf1ce4b70e057ec1e605d2fcc5465e2afd221254b7e72e4d7

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=sha256:7d758ae1ffc1dbd3faba978206e2c6b9c3c61a25796d4d6b105c3797b3f770cd

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:01:38.604499Z digest=sha256:e9d841de9c65505b1068a42b9a2bedc6562d5ad78c862a1f55fb9fb93e419ef3

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:01:38.609316Z digest=sha256:bc2012752ecc8863610b0a17f57ac5e11fac860171b4ffb88164923d6ca4fc87

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:01:38.614281Z digest=sha256:f271ef43ee84b78646dd16681548ea30ff38b00dfd5bbec5f5cc27547aef6f3e

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:01:38.619387Z digest=sha256:84e1305180ed5a9e77e5215c4054acb70a71dede9a73b6a485cdb81f229577d1

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:01:38.624105Z digest=sha256:20bf6d55927cf559665c32f6e1d0ebeeb5aeca77fae3748a01b6cf97792469a8

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
unresolved
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=sha256:761cdcfffc7798bef2726f320397f4a40f1237a55739d48292b88bd481695203

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:01:38.634085Z digest=sha256:9e2d8811b14afb8a7d41200d53ac147b369d883208cfb2c03815c5967f05be41

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
unresolved
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:a89d0c85b5f2806975ad87d1d8e2f02766315e791a2c471e26770d995ea9779b

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:01:38.643716Z digest=sha256:e60566709e8f0b323cede77f42879e18aab03ed71becf05f3f56f384ed049fd4

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=sha256:05f8d498ce5dc73a901f45a99d7b87c30d4e56f08a3f0eeb5e035aa5b058016d

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=sha256:4100becff37cb02791bd59ed9aa7505381514df7e0c18fa4255873b7b3a9e149

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:fe238aba960024136e84808de961d3227f213b5a1a208e9be97f900db256c666

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:01:38.664215Z digest=sha256:c10b7e548aa4c9b0809a034f9fb8985feb6064c06b207763805d13fef3fab2e4

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:f582b4866b5de1eadadd909ce310cde793bf0f78ef51a0a6b3ce7d73c96af619

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=sha256:2d2f469ce091532bcebb27e7eb8fe372c38073f7ca31abd1def16867ef85e3bb

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:01:38.680339Z digest=sha256:b7ad2d8b937bab37413a8e8dcfe9d5fd3f9259923cb8a609b405597b1689328d

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:01:38.685005Z digest=sha256:434b2a886f398355ef95c78af4c8e3e3c4c197ec814732caf32d43b9ade30e5d

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=sha256:8664413c543d98105ff6e685746c010da67acfd3a3b22ed2dffa0008426d325f

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=sha256:75804bca93661540f392395b07f9d36ce68e5749604e2a8ae5afd3e9470d1c8b

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:01:38.702033Z digest=sha256:49a451f854b06d312a1281f93c73a407aee75eab7456c16385bebbf3531c2545

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=sha256:173b88476c88f4cd7a839302de2be5e225a7b43f4428922e57d142befcdc3b41

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:a16cc6381353ee3e5a08c03ab008989f7c1df689bb381c0f251d3cde6cfe9ecf

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=sha256:17619f3bdf678374fa12adafb2e83fee4be8b5d7472dadb4c5409aae4896ebdd

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=sha256:87f2516b3041161c5f559f04ee66470fae1026419b2b70f19c6ff0acc60e90b4

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:01:38.733534Z digest=sha256:9ce0ad29fbe96f2a5db9d612fc227ae41e609f8f32079823e8c355c69f97d705

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:af30c8fd9f997dbec52b0df970d0a9771497ead58c44c878b84753ee2ef6e6e3

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:01:38.743590Z digest=sha256:105cedaa5cede7f8c9356c4b49e8d73f24bf033282adee7eceba7b4a9d40523a

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:01:38.750134Z digest=sha256:eb05e27c1df502bb2d43115ec6711e85c28dd9484e59f672a00efce86d451355

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:01:38.755601Z digest=sha256:7717cf6fcd02e8233a3f4e9634c0466d6fbc7cba056b5246266f3245f8f8664b

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:af113ca6965fe849942cf50844dfded35540897eac7fa3d8ab44bd2b50bbc9b4

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=sha256:69f974152c12dff646059303df70e0dd0756a2aca716b8cc4883f7be70be54b8

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=sha256:74c42729d0f5be19f794cc0d5dd184db7e6313af2ffc40191198da021603f220

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:01:38.777378Z digest=sha256:2ce67de679f280d712dfe8bcf6d6a0a1705a769ea6889443af9d871a1f68a3e5

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=sha256:54bc4caeaf09fd869e4bae949f1a4c3187540b726a4f38b98c9e54e79feae994

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=sha256:954fdee6e61eea53178e1dc191dd4f2e7dd0a4f117771c56cd7bc2aedd45451b

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:01:38.796689Z digest=sha256:38f3e37884a2783453e075a970fdb43e35bf9918247647b3d4f7d731ce71a0e0

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:01:38.804343Z digest=sha256:11de20c86b898cd965bd98abcff64cdf1e86ef46ad002c1134520019bdbdb831

Pith citing papers

No inbound Pith citation observations are available.