Paper Citation Record · LEDGER

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches

As of 22 August 2026, this Paper Citation Record lists 73 of 73 outbound references and 1 inbound Pith citation observation for arXiv:2502.07556.

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

pith.paper-citation-record.v1
2502.07556 v1

Coverage vector

measured 73 of 73 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T12:22:43.350585Z

measured 74 of 74 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T18:05:40.785978Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T18:06:03.864964Z

Reference resolution

73 of 73 outbound references displayed

verified exact16
verified fuzzy8
unresolved45
parse uncertain0
malformed identifier4
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8b2ffa6f-b3eb-4471-b631-30364014bc93 · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:22:46.634282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8bd64ecc-2c5e-44a1-846a-b29ae3d05494 · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:22:46.625193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ec4b005e-6fbc-46cb-a863-19e7eba09752 · outbound

This paper cites Adobe Firefly.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Adobe Firefly

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:22:46.616408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 62fc1f55-cfe2-49be-bfc2-2d2bcf5999f5 · outbound

This paper cites colorful-realistic-xl-v1-sdxl.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches colorful-realistic-xl-v1-sdxl

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:22:46.607325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 370e3baa-56ef-42c0-a152-5f199a7f9d05 · outbound

This paper cites Midjourney.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Midjourney

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:22:46.597307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4bc5a123-3cdd-4e13-bc49-aee1f1d52f02 · outbound

This paper cites Stable Diffusion.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Stable Diffusion

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:22:46.588136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 64ee0f09-9884-4678-8b83-24f879e8f6b2 · outbound

This paper cites InternVL2-Llama3-76B.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches InternVL2-Llama3-76B

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:22:46.578884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0f8464cd-dac2-40b0-946a-7ec273832595 · outbound

This paper cites Qwen2-VL.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Qwen2-VL

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:22:46.569595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2aad0020-e290-4ff3-b38e-88f40d2bc696 · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 9

Resolution: verified exact; doi, observed 2026-08-08T12:22:43.423244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ea207eda-fd3b-4a4d-a414-b14c92ad0012 · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:22:46.560474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 22f2bb98-ea7f-4f21-abf2-de79a4b0f35b · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T12:22:43.139711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca220b57-e200-4ad6-b798-b54378a7b8e6 · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T12:22:43.143000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be9e11a5-f84e-469e-bd14-a6f57a1e9626 · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:22:46.544948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9ec13e30-3272-4e9c-8ed8-d44321282a91 · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 14

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T12:22:46.198136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fbe58acd-ab39-4790-8ac4-920df0a9ec66 · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:22:46.535991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bece11eb-8b70-4811-82a9-4a99c6f81530 · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:22:46.526899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e982626f-e055-49b0-b90d-9384d7ef57c8 · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T12:22:43.164333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3223b1e-e632-4a76-8f54-07207c77f7aa · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 20

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T12:22:45.732227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9e1b57ff-3acb-45dd-ad8b-73b0c3d80d36 · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 21

Resolution: verified exact; doi, observed 2026-08-08T12:22:43.413368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c5ffda62-56e2-4969-961f-725071c76b9d · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 22

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T12:22:45.586964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 36d94b5d-92de-46a9-bdf1-862bcebbb449 · outbound

This paper cites EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-08T12:22:43.180044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e633137a-6851-4f93-b555-7966483df79d · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:22:46.517554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8ad08ed1-d948-4739-ba60-de233ab1fa5b · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 25

Resolution: malformed identifier; arxiv_id_nonexistent, observed 2026-08-08T12:22:45.431891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bc953680-d044-45c8-bb91-6c48518f4c73 · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-08T12:22:43.190062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 257f573d-8b8c-4e09-ae36-e282d8869f0b · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 28

Resolution: verified exact; doi, observed 2026-08-08T12:22:43.397705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 91eb8042-7554-4057-93fa-d3fa7785801a · outbound

This paper cites Jiang, Lauren Brown, Jessica Cheng, Mehtab Khan, Abhishek Gupta, Deja Workman, Alex Hanna, Johnathan Flowers, and Timnit Gebru.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Jiang, Lauren Brown, Jessica Cheng, Mehtab Khan, Abhishek Gupta, Deja Workman, Alex Hanna, Johnathan Flowers, and Timnit Gebru

Reference 29

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T12:22:45.116783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 53361934-075f-4a46-8dd1-26219095648c · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:22:46.508071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 420f7554-e3a6-4953-95c1-11a2d4e1c58a · outbound

This paper cites Segment Anything.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Segment Anything

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-08T12:22:43.205718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4cbaacd-344e-4d73-b818-1daee876cb8e · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 32

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T12:22:44.957631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fe611ef5-3228-4e02-baec-46309a9b9e24 · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:22:46.498796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9fbab681-e4c9-4182-a1d2-cabfea0802ae · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:22:46.489597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4f7b00f1-d5b2-4368-bde7-39b794f3d3e0 · outbound

This paper cites StreamDiffusion: A Pipeline-level Solution for Real-time Interactive Generation.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches StreamDiffusion: A Pipeline-level Solution for Real-time Interactive Generation

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-08T12:22:43.215667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dab317b4-5d3a-4321-83bc-008cf200a0aa · outbound

This paper cites Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-08T12:22:43.225552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aba32b81-b7f3-4791-b477-28a74e58f819 · outbound

This paper cites Shamma, Michael S.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Shamma, Michael S

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-08T12:22:43.222398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c99635c-c4e0-4dfb-830c-eabd3d77487e · outbound

This paper cites SemanticDraw: Towards Real-Time Interactive Content Creation from Image Diffusion Models.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches SemanticDraw: Towards Real-Time Interactive Content Creation from Image Diffusion Models

Reference 38

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5a31d170-b397-4970-8400-99c55ad28fd0 · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 39

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 450507dd-5a28-4623-b4d8-7fa66ed3bb68 · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 40

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T12:22:44.557289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b66a2459-a1c0-4148-81cc-c7d6c70b5c9d · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:22:46.480353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a681f61d-d74a-406a-a70d-b06f272d7153 · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 42

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T12:22:45.883848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 309cfa27-d6c2-40d6-a4af-8542b0d4d505 · outbound

This paper cites Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-08T12:22:43.241791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d928b3a5-979a-46f8-ac2c-c41bb9a89a50 · outbound

This paper cites Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-08T12:22:43.251892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8fdbe2e-47bc-468b-bb8a-737bd550f1e8 · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 45

Resolution: malformed identifier; arxiv_id_nonexistent, observed 2026-08-08T12:22:46.040361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2d785265-5fb7-410e-9bd9-02eeb33f96d8 · outbound

This paper cites T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-08T12:22:43.258508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbcbb76d-0128-4f80-a34b-11622d607cfb · outbound

This paper cites LCM-LoRA: A Universal Stable-Diffusion Acceleration Module.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches LCM-LoRA: A Universal Stable-Diffusion Acceleration Module

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-08T12:22:43.255207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8076233f-82d8-4ab0-9c4c-e7fcc8da9e11 · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 48

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T12:22:44.339837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 599b19be-1f61-4920-8a80-20f3806464dd · outbound

This paper cites DOCCI: Descriptions of Connected and Contrasting Images.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches DOCCI: Descriptions of Connected and Contrasting Images

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-08T12:22:43.261937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f089686c-6720-43f5-a71a-304aac386180 · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:22:46.470882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0540867b-6dcf-4c91-be1d-ed31c925a818 · outbound

This paper cites Prompting AI Art: An Investigation into the Creative Skill of Prompt Engineering.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Prompting AI Art: An Investigation into the Creative Skill of Prompt Engineering

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-08T12:22:43.268753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52218a8f-d7b3-4637-b0e1-c7974df1b10d · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-08T12:22:43.281346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b3698b1-6bd4-4b6d-81b2-5bdf65bc7e88 · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-08T12:22:43.275020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0035b54-31fd-4826-8f7f-8f36abe1e12e · outbound

This paper cites Automatic Prompt Optimization with "Gradient Descent" and Beam Search.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Automatic Prompt Optimization with "Gradient Descent" and Beam Search

Reference 54

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Unavailable: canonical work link unavailable.

Observation 7fb010cb-a0a0-4eeb-a6e9-3b82a09402bf · outbound

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Reference 55

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Unavailable: canonical work link unavailable.

Observation 710ccf38-3e94-407e-88ae-8d7420d1fc45 · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:22:46.440705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 44afb6a1-f784-4247-95d0-b70b9f93d1ff · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:22:46.450496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 18949e63-56fa-4d29-b742-d8d15a1ee392 · outbound

This paper cites Sara Mah- davi, Raphael Gontijo-Lopes, Tim Salimans, Jonathan Ho, David J Fleet, and Mohammad Norouzi.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Sara Mah- davi, Raphael Gontijo-Lopes, Tim Salimans, Jonathan Ho, David J Fleet, and Mohammad Norouzi

Reference 58

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e5022161-06a8-4812-a7f8-6f93c9740d97 · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:22:46.421828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c9ed54df-e669-4b18-bf2d-8dae7df4a92e · outbound

This paper cites Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-08T12:22:43.309145Z

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Observation 18343c68-35e0-4089-ac3d-0f9473e0e93d · outbound

This paper cites An Adapt-or-Die Type of Situation.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches An Adapt-or-Die Type of Situation

Reference 61

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8edadd7d-aac5-477b-bdf3-c98ac7a7aaa7 · outbound

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Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:22:46.431037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c2ffe070-719f-4719-85de-8254b814b43d · outbound

This paper cites Chi, Quoc V.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Chi, Quoc V

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:22:46.411895Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e2fc716b-69f9-4aa4-9903-a7d194d60cf6 · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 64

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation eda62c51-be8f-44d9-81b7-c9a435cd0c5f · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 65

Resolution: malformed identifier; arxiv_id_nonexistent, observed 2026-08-08T12:22:45.267962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 86210a64-7555-413b-a17c-68b82ad04450 · outbound

This paper cites DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-08T12:22:43.315507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 641bbc1d-e81b-4c1b-9c1f-e1ddbb41ed93 · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-08T12:22:43.331426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85b8bbbe-cde6-429f-a4e8-ad612e48582e · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 68

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T12:22:43.591111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fcc3aacb-bbc9-4b40-85f8-90cf01e78ce3 · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 69

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:22:46.401529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation edfa649d-9d7b-483c-93f6-f22b47798952 · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 70

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T12:22:43.761161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2dfc177a-9f4d-4b32-9b0a-e17d49e0cbba · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 71

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:22:46.366978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a0862264-4414-4a7d-ba5c-a89c3cd48e28 · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 72

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:22:46.357083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1fe0e6dd-ed5d-4b59-a89b-9ca297f05bb8 · outbound

This paper cites an unresolved cited work.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Unresolved cited work

Reference 74

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:22:46.376567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation aa5b4737-e1cf-4ec5-9034-25b6fe9be25e · outbound

This paper cites Fast Segment Anything.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Fast Segment Anything

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-08T12:22:43.344174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f30bc01e-6ffd-4cea-8421-33a48cb71765 · outbound

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

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-08T12:22:43.284470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 603bfbc5-16df-4928-833e-0f46cc298dcd · outbound

This paper cites In International Conference on Machine Learning.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches In International Conference on Machine Learning

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:22:46.385924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

Observation 0136a42b-4fa4-4516-baef-db6efe1b90e3 · inbound

GenTune: Toward Traceable Prompts to Improve Controllability of Image Refinement in Environment Design cites this paper.

GenTune: Toward Traceable Prompts to Improve Controllability of Image Refinement in Environment Design SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches

Reference 72

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.