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Paper Citation Record · LEDGER

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation

As of 21 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 1 inbound Pith citation observation for arXiv:2411.16301.

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

pith.paper-citation-record.v1
2411.16301 v3

Coverage vector

measured 71 of 71 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T13:19:46.275635Z

measured 72 of 72 standing notices

One-hop event checks from named stored sources.

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

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:46:03.712848Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T20:46:04.207821Z

Reference resolution

71 of 71 outbound references displayed

  • verified exact4
  • verified fuzzy65
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 50d5903e-9dfe-4230-85d8-3cda1b6f8c33 · outbound

This paper cites The usability of architectural spaces: objective and subjective qualities of built environment as multidisciplinary construction.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation The usability of architectural spaces: objective and subjective qualities of built environment as multidisciplinary construction

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:47.357401Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:45.946182Z digest=sha256:c65cf4a526880912427490ee7f0ddc0e83a64940e0e4e3069022179bdeec1b2a

Observation 46626560-3850-45c4-9172-d41635636a5d · outbound

This paper cites Category, process, and recommendation of design in an interactive evolutionary computation interior design experiment: a data-driven study.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Category, process, and recommendation of design in an interactive evolutionary computation interior design experiment: a data-driven study

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:47.342037Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:45.952428Z digest=sha256:79a4955c58c16263a438ea84f5a75361cc31c1a4b61c4c3a178c88218e1784f2

Observation 55f8a513-e175-45e2-9fd3-f37a1879b400 · outbound

This paper cites Virtual environments for design research: Lessons learned from use of fully immersive virtual reality in interior design research.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Virtual environments for design research: Lessons learned from use of fully immersive virtual reality in interior design research

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:47.326624Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:45.956955Z digest=sha256:7086a0de15624095714a605a3c6d3286cb8225ab0d935fd22b5515d36844980d

Observation eba03612-7b00-45af-84a3-187e1ca94300 · outbound

This paper cites Mycelium-based composites in art, architecture, and interior design: a review.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Mycelium-based composites in art, architecture, and interior design: a review

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:47.311389Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:45.961852Z digest=sha256:8dd689a29703d05900cda2543ac6b98a9202a8d7505563f3f939d1b6ff1739c5

Observation 6d2ecb6e-0faa-4f4d-b362-069b93070cd1 · outbound

This paper cites A Comprehensive Survey on Meta-Learning: Applications, Advances, and Challenges.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation A Comprehensive Survey on Meta-Learning: Applications, Advances, and Challenges

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:47.295995Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:45.966723Z digest=sha256:de82d53a52d3b8b53a65ed2b335108eee10ef9f345c4bfabe668767e83f37aa8

Observation 06b2a705-9223-4774-ad43-648bd66daa2c · outbound

This paper cites The impact of innovative smart design solutions on achieving sustainable interior design.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation The impact of innovative smart design solutions on achieving sustainable interior design

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:47.281093Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:45.970872Z digest=sha256:4994342dec12fda83430d995555906af84ef90e4974cc07cea16bf049e910007

Observation 1a7a3f74-45cb-4c0f-a2be-930a34d483ad · outbound

This paper cites Awesome-META+: Meta-Learning Research and Learning Platform.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Awesome-META+: Meta-Learning Research and Learning Platform

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:47.266319Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:45.975642Z digest=sha256:3f8be9956de0a18843053e3e9195340563ac4d8d2ba6afbdb83a811357941ff1

Observation 34837c4c-4a19-4616-bdda-0d326372804b · outbound

This paper cites Design for an unknown future: Amplified roles for collaboration, new design knowledge, and creativity.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Design for an unknown future: Amplified roles for collaboration, new design knowledge, and creativity

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:47.252072Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:45.979539Z digest=sha256:327c330ec960b31135f4bb8bcd5c8a2f4f2aa6d14da9d5b593cbbb64f27f7fbb

Observation fc9ef3a4-d285-4661-b46d-a32db128dc58 · outbound

This paper cites Sounding video generator: A unified framework for text-guided sounding video generation.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Sounding video generator: A unified framework for text-guided sounding video generation

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:47.235690Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:45.983299Z digest=sha256:6840845f2fd91cd90c309e65d8e475ca0d7f10e5d9c9eeb52433e64b4a5277a1

Observation 56a30892-d5c3-427a-8e75-4d9407453273 · outbound

This paper cites Image-based Freeform Handwriting Authentication with Energy-oriented Self-Supervised Learning.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Image-based Freeform Handwriting Authentication with Energy-oriented Self-Supervised Learning

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:47.218135Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:45.987369Z digest=sha256:e1095617d16978ab8e360e0de210c8c173e788ec404090c8eb82eb28b9e8f1ed

Observation af0f3a39-088e-43a3-83f7-f840c96163cf · outbound

This paper cites Controllable video generation with text-based instructions.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Controllable video generation with text-based instructions

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:47.201287Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:45.991414Z digest=sha256:4f886fb8137d80a554f9c928c5287c3522b7c38d93f037d69b75918028a67277

Observation 6626c92c-78c1-40f5-aa93-658de8a85bb4 · outbound

This paper cites Towards Task Sampler Learning for Meta-Learning.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Towards Task Sampler Learning for Meta-Learning

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:47.185745Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:45.995779Z digest=sha256:136ab4984c613bd9ae5808948ddfdf43025e83284342f823f487a55c5016a624

Observation a7e2df0c-a401-4e2b-9681-b5822c8a0c60 · outbound

This paper cites A New Approach to Interior Design: Generating Creative Interior Design Videos of Various Design Styles from Indoor Texture-Free 3D Models.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation A New Approach to Interior Design: Generating Creative Interior Design Videos of Various Design Styles from Indoor Texture-Free 3D Models

Reference 13

Resolution
verified exact
doi, observed 2026-08-12T13:19:46.362215Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.000673Z digest=sha256:696c2b125ea9d67b0b4440537f7d1b74fb794dbdcaee1d0c9a8cc34729f56271

Observation 7a87b463-4c7e-415e-83a9-4b1d619bbc0e · outbound

This paper cites Protein design with guided discrete diffusion.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Protein design with guided discrete diffusion

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:47.170222Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.005388Z digest=sha256:6f9e03228e2f9fdd9580dcdf4ab9e2bbaf592533af98907986ffa62fe2697f4a

Observation 58a6f144-e50a-490f-acd3-dd5ae93419dd · outbound

This paper cites Difffashion: Reference-based fashion design with structure-aware transfer by diffusion models.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Difffashion: Reference-based fashion design with structure-aware transfer by diffusion models

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:47.154358Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.010290Z digest=sha256:9d6ee574f967afce3cdb1ad51c83a6f63a3ac5eb0181f43e0c86c77d7bf23c4d

Observation 8a525458-9f01-4b85-9141-021a80212ef2 · outbound

This paper cites Generative adversarial networks: An overview.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Generative adversarial networks: An overview

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:47.138659Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.014687Z digest=sha256:cebd68949bbc0cd777558895a7731b099c91b50319a48ad1f854b3be8b2d5ac4

Observation 1d993a93-5e54-4528-bfbb-748f2f8f47f3 · outbound

This paper cites Generative adversarial networks.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Generative adversarial networks

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-12T13:19:46.019943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T13:19:46.019943Z digest=sha256:179110cef085ae49d5097e42242655a421aed7edd2fab3dc935e8db6e238ab17

Observation 484dc143-d904-494a-83b0-2b289322e207 · outbound

This paper cites Tutorial on variational autoencoders.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Tutorial on variational autoencoders

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:47.113106Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.024595Z digest=sha256:030c106c467b456bba057842f46cfe66597536bbdcec4ea9970a419358ee7159

Observation ce1223f3-4c16-4066-97e0-99844c23aa36 · outbound

This paper cites Ladder variational autoencoders.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Ladder variational autoencoders

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:47.098190Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.029729Z digest=sha256:21113be251b1b8c263eec270dd08379bb688a0060de921b1b88d66d7d938375e

Observation a6e2ca13-5f07-4a3a-b77c-2a5e34731799 · outbound

This paper cites Diffusion models in vision: A survey.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Diffusion models in vision: A survey

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:47.082553Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.034828Z digest=sha256:e56be180b24285db7df5ab33ca05d8497960bc6a723fad04f8b3eb4accb88bc9

Observation a1d8a751-2cf7-417b-b489-2e34568d95a5 · outbound

This paper cites Diffusion models: A comprehensive survey of methods and applications.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Diffusion models: A comprehensive survey of methods and applications

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:47.067896Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.040325Z digest=sha256:2894e255b8260a515482bacbbb133c2bca3ccabf275a2e8e2e2bcca720fb658f

Observation 1d10e77f-2ce6-4b4a-a3b6-9daeaac679ac · outbound

This paper cites Generating Interior Design from Text: A New Diffusion Model-Based Method for Efficient Creative Design.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Generating Interior Design from Text: A New Diffusion Model-Based Method for Efficient Creative Design

Reference 22

Resolution
verified exact
doi, observed 2026-08-12T13:19:46.346048Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.044752Z digest=sha256:a8b34945ef0922fe52853476f5ef6050776597d72c7a5ea58f1eb82ef7e21748

Observation 8918ed34-0b4b-4a7c-b6f0-9c0056a235e3 · outbound

This paper cites Creative interior design matching the indoor structure generated through a diffusion model with an improved control network.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Creative interior design matching the indoor structure generated through a diffusion model with an improved control network

Reference 23

Resolution
verified exact
doi, observed 2026-08-12T13:19:46.330706Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.049768Z digest=sha256:4d5a0f3c18a3a6d5c828bef6203647f09df785b55677c9e5cb9766e2b67d80a3

Observation 848c7229-5bfc-4201-a94d-d8cd7b4f4f91 · outbound

This paper cites Integrating aesthetics and efficiency: AI-driven diffusion models for visually pleasing interior design generation.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Integrating aesthetics and efficiency: AI-driven diffusion models for visually pleasing interior design generation

Reference 24

Resolution
verified exact
doi, observed 2026-08-12T13:19:46.315142Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.054303Z digest=sha256:0921becddbdb5d4be2b9e121e8d1f1b436d9613f331554c114319c61a68d1904

Observation d275fc85-4a18-4c74-813e-612f27e8bcb4 · outbound

This paper cites Generative design approach for modeling creative designs.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Generative design approach for modeling creative designs

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:47.052194Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.058841Z digest=sha256:a91e718281390bc3096c27b5104469f8941b7ac81fc0caf0aceeb1eac56d1ac0

Observation f80e73fd-7cbf-4c5e-abfc-91ff1f57b413 · outbound

This paper cites Rule-based compliance checking and generative design for building interiors using BIM.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Rule-based compliance checking and generative design for building interiors using BIM

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:47.036075Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.063375Z digest=sha256:da57f7fc13ed972234776152cd3766c596286546eb335410c06f182b359b3497

Observation df927975-67ac-44a4-8d0a-9a2d87a4d10d · outbound

This paper cites Questions, options, and criteria: Elements of design space analysis.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Questions, options, and criteria: Elements of design space analysis

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:47.022663Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.068526Z digest=sha256:cd230ce03526441616f4cf22e9872b910fe2adfa5873bd2a33df22e964d0e49a

Observation 2cd2530c-acc2-478b-a1aa-4ced2a8240c3 · outbound

This paper cites Fundamentals of quality control and improvement.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Fundamentals of quality control and improvement

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.994190Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.078014Z digest=sha256:678cf2c86cdb4a07f059520e14c8b1f88c9c800a205bef37ad57ea6aa66e4292

Observation 2d634569-ed75-41f9-bc78-e8ee244736ed · outbound

This paper cites Generative Image AI Using Design Sketches as input: Opportunities and Challenges.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Generative Image AI Using Design Sketches as input: Opportunities and Challenges

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.980436Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.083017Z digest=sha256:85b0c473818eda98eccf2cec17b9c9de60ebd380113fd94bd88eaef6b14b1bd3

Observation 4ba9fd22-de16-4f92-847a-10ba3b8f75e5 · outbound

This paper cites Exploring the design space of employing ai-generated content for augmented reality display.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Exploring the design space of employing ai-generated content for augmented reality display

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.964816Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.088403Z digest=sha256:497adc9b83bd182d0c8fe0e746bdae915816a5b71a22f16c46d37d3951ee5223

Observation 973c8b51-179e-4068-aa95-ff593b2e2c3f · outbound

This paper cites Hacking Task Confounder in Meta-Learning.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Hacking Task Confounder in Meta-Learning

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.950476Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.093227Z digest=sha256:112390f76a9041b5e6f48c4e0b7db701c1e04268aa35d6993b2991150eebca62

Observation 10d23aee-67b0-4de7-8b2c-163e5113957d · outbound

This paper cites A review of flexibility and adaptability in housing design.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation A review of flexibility and adaptability in housing design

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.936293Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.098239Z digest=sha256:8814a3cece8ae7368356752c28c5f260f7471f80f43bd830ff744abbec10dca9

Observation 06114df8-206f-4c81-bf48-0ae9d6e18f02 · outbound

This paper cites Variational Diffusion Models.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Variational Diffusion Models

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.922047Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.103679Z digest=sha256:c6c6a7e358366674c6c939dc73cf4980c0e63e9a3795f722895cbe7e718546fc

Observation 26546fff-0ea4-4e13-8204-09ed3572c187 · outbound

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

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Masactrl: Tuning-free mutual self-attention control for consistent image synthesis and editing

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.907686Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.108028Z digest=sha256:daa4f6df54bde9492dac290577c244e44d620189a5a612809fd842952b66af0e

Observation 58efdd19-e38b-4fa6-af62-b632b04036ad · outbound

This paper cites Diffusion Models Beat GANs on Image Synthesis.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Diffusion Models Beat GANs on Image Synthesis

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.891987Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.112613Z digest=sha256:bac20e7fff49f8178235cfe7edbd8024761172db8a46d133c5693e67fc7c9e14

Observation 142d8b94-65fc-48c6-8cae-05319fe769b6 · outbound

This paper cites Tackling the generative learning trilemma with denoising diffusion gans.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Tackling the generative learning trilemma with denoising diffusion gans

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.877663Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.116835Z digest=sha256:4137c64ac5f07191ce5b7fb23ac06ba55c33b78aa1ca66faf06097f89e50ee7a

Observation a9c73255-7a77-42a8-b6a2-d128db6229b1 · outbound

This paper cites High-Resolution Image Synthesis with Latent Diffusion Models.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation High-Resolution Image Synthesis with Latent Diffusion Models

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.864194Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.121083Z digest=sha256:70a07e9bcbd285a7d69883ada487728580a07abed13dea3fd3c4c86b4b8f7c0c

Observation 8726fe51-193b-4c77-8e33-ba84e11485cf · outbound

This paper cites Sdxl: Improving latent diffusion models for high-resolution image synthesis.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Sdxl: Improving latent diffusion models for high-resolution image synthesis

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.849817Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.125890Z digest=sha256:1dcc486729da55722da27e7d09596a54e570663dee9304e29107bc00d33fc040

Observation bd15fe6b-977d-4846-877d-35465acf59fd · outbound

This paper cites Headnerf: A real-time nerf-based parametric head model.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Headnerf: A real-time nerf-based parametric head model

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.835141Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.130306Z digest=sha256:2157fce196b0e3f8190bb834cfa91bfb13bbd2840853e208981058ee88534bae

Observation 75b339aa-49ec-4f59-b625-a6d9644529a2 · outbound

This paper cites Blip-diffusion: Pre-trained subject representation for controllable text-to-image generation and editing.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Blip-diffusion: Pre-trained subject representation for controllable text-to-image generation and editing

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.819181Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.134341Z digest=sha256:79d8912717c99af7da9d4c25bca4acc0b09f66a266e285ad0ce4dbd73b5776d8

Observation a047a1fc-650c-4d13-a0b6-c2014898bea9 · outbound

This paper cites 3d gan inversion for controllable portrait image animation.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation 3d gan inversion for controllable portrait image animation

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.804648Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.139240Z digest=sha256:5308ca1913aef298556f078db04c5af3ea1e99cb21b2ce8c588275ad46225cbf

Observation 6f7a257e-bf33-41af-af30-2f72c3194113 · outbound

This paper cites Labelled Non-Zero Diffusion Particle Flow SMC-PHD Filtering for Multi-Speaker Tracking.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Labelled Non-Zero Diffusion Particle Flow SMC-PHD Filtering for Multi-Speaker Tracking

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.789475Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.143127Z digest=sha256:eea5a29bf2a94cd4a614ca8498a227892bc246cc2d868e37a8fde092fd909ebb

Observation e32837cc-7fec-452a-8b84-881db4b10192 · outbound

This paper cites Conditional Video Diffusion Network for Fine-grained Temporal Sentence Grounding.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Conditional Video Diffusion Network for Fine-grained Temporal Sentence Grounding

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.774475Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.148112Z digest=sha256:433468afb72bd59e04d3ac71776510d60941d5e9f46e051522c0f3f4400b4722

Observation dca26718-4d56-4fbd-9349-1f9e62bd680b · outbound

This paper cites Joint embedding of deep visual and semantic features for medical image report generation.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Joint embedding of deep visual and semantic features for medical image report generation

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.760491Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.153507Z digest=sha256:e20df0968670ef200dd190b3f73542de539c0019ed78633412263a094d3ee88e

Observation 135a15c6-b47d-4d33-8d65-ae95f1c1fd32 · outbound

This paper cites Accurate 3d face reconstruction with weakly-supervised learning: From single image to image set.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Accurate 3d face reconstruction with weakly-supervised learning: From single image to image set

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.746719Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.158621Z digest=sha256:cdbc1e7da52a27c12a3cfb924ab7e92841bb6b2f52d19a494cf33f105dff58a0

Observation 527e5041-d3df-47eb-b0dc-02a9e5416c65 · outbound

This paper cites Classifier-free diffusion guidance.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Classifier-free diffusion guidance

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.732580Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.163818Z digest=sha256:c12d76d8140864789e0b7447052849297dbe9f75822f9204ee5bef8a65b1e11c

Observation a3f67dcf-b51f-4379-8b36-4941d6c1197d · outbound

This paper cites Stylesdf: High-resolution 3d-consistent image and geometry generation.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Stylesdf: High-resolution 3d-consistent image and geometry generation

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.719596Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.168681Z digest=sha256:520f02ce64298f7ad5880c98327c8407192029c177463cc4efb18855e05620c4

Observation 0f9abd25-4436-4849-a186-54efc2f1c435 · outbound

This paper cites Dreamfusion: Text-to-3d using 2d diffusion.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Dreamfusion: Text-to-3d using 2d diffusion

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.704106Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.173694Z digest=sha256:2668520cc6250c6d2c83cf6de8f9ad676e697207e8f1f2abb692a8b17777ca75

Observation 6f55648a-7c36-4f9f-b4b7-da8dd9c8f606 · outbound

This paper cites DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.689379Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.178822Z digest=sha256:6088ccc9205d4d96f26c37dc626efe1f33bf37eeb48fb88ab198637a457ae832

Observation e0a91358-bee9-47a8-a7b2-d8fa8f1808ab · outbound

This paper cites BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.674105Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.183918Z digest=sha256:55f9ce84515d25cbd9e22015f248afdddec527389985ad7baac29092ee4e6b24

Observation d58bc3d6-23cc-4cec-8a66-354799ac5da1 · outbound

This paper cites GIT: A Generative Image-to-text Transformer for Vision and Language.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation GIT: A Generative Image-to-text Transformer for Vision and Language

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.658791Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.189300Z digest=sha256:fceac029e864772eee52cc928506718fe0bfc14d0d2fa01322abb121ed352404

Observation 8e296ed9-76e9-4c4d-ac65-f618c87d17fb · outbound

This paper cites Seed: Semantics enhanced encoder-decoder framework for scene text recognition.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Seed: Semantics enhanced encoder-decoder framework for scene text recognition

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.644497Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.194116Z digest=sha256:03b4775056c16378ce7eed0f86bb1e73f1af7a75301c4bf4af60095bae93773d

Observation 9d708a88-3c52-40de-87cb-0eb82fe1f535 · outbound

This paper cites CLIP and complementary methods.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation CLIP and complementary methods

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.629658Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.198588Z digest=sha256:14d4fadbfc08d225ea8afc72178194ac65e839fc8d63beae719f7db0c4bfe613

Observation 4702defb-c5c4-48fe-94bf-b127a369573f · outbound

This paper cites How much can clip benefit vision-and-language tasks? arXiv preprint arXiv:210706383.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation How much can clip benefit vision-and-language tasks? arXiv preprint arXiv:210706383

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.615145Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.203698Z digest=sha256:fe4e54eaf93a25fb90658926b517e729571c7a42f696f78000d1549074e7e665

Observation 93b3dfa5-b264-40f7-8b12-f0a001d59a7d · outbound

This paper cites AMSA: adaptive multimodal learning for sentiment analysis.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation AMSA: adaptive multimodal learning for sentiment analysis

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.601110Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.207927Z digest=sha256:17529d1a90473c82ec076263b87d21831e9791e84753a9318b954d6ae1f4d17c

Observation 59f937be-1dbb-4722-b24f-2bdd306db489 · outbound

This paper cites Matterport3D: Learning from RGB-D Data in Indoor Environments.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Matterport3D: Learning from RGB-D Data in Indoor Environments

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.587698Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.212424Z digest=sha256:b36b9988d94b1582aac7584c66c1a178f3d036cb976cbcb1fa6cab65bbf163aa

Observation e2178104-8638-47ff-88b0-e1d2826a7f21 · outbound

This paper cites Habitat-Matterport 3D Dataset (HM3D): 1000 Large-scale 3D Environments for Embodied AI.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Habitat-Matterport 3D Dataset (HM3D): 1000 Large-scale 3D Environments for Embodied AI

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.573933Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.217274Z digest=sha256:429a4c75d2a7e2f18a4a6fe7067a42bf87cf8b56ad5b894358bbb3c97907ca4b

Observation 60196278-368c-4789-acf3-c13e34ff854d · outbound

This paper cites Zillow Indoor Dataset: Annotated Floor Plans With 360 º Panoramas and 3D Room Layouts.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Zillow Indoor Dataset: Annotated Floor Plans With 360 º Panoramas and 3D Room Layouts

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.558643Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.221758Z digest=sha256:5809008374f942f72a6e8bc27bc0ed67671692e4d991208a9365d9eeed0fd2fc

Observation 6cdc58eb-a0c4-4231-a69c-dd8c1d155853 · outbound

This paper cites Improved adam optimizer for deep neural networks.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Improved adam optimizer for deep neural networks

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.544564Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.227015Z digest=sha256:f4c9d54ba6951e639f71413c10386ded25225aca9870dd749014de0d19e589e4

Observation 0923059d-f675-461b-ae41-c9ba0b5711a8 · outbound

This paper cites iDesigner: A High-Resolution and Complex-Prompt Following Text-to-Image Diffusion Model for Interior Design.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation iDesigner: A High-Resolution and Complex-Prompt Following Text-to-Image Diffusion Model for Interior Design

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.529640Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.231647Z digest=sha256:ba4715407626767bf16902676b41e321b6d0c96533f7c747ae096d50f832b151

Observation 36cac57b-8fe9-451c-aac7-cd0f1b4e59a8 · outbound

This paper cites Generated faces in the wild: Quantitative comparison of stable diffusion, midjourney and dall-e 2.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Generated faces in the wild: Quantitative comparison of stable diffusion, midjourney and dall-e 2

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.514856Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.236435Z digest=sha256:9c03be8b7cfa5b0ffef727ad12237b1745c09f1c7f21918cb68da1029509efe6

Observation 9042c1cf-fc5d-4d6b-a41b-266973c3a1c0 · outbound

This paper cites Improving image generation with better captions.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Improving image generation with better captions

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.499830Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.241477Z digest=sha256:80e5730c3514c398626df39943f50ff983f9bdc65856e06da74f13637723ae40

Observation 335b1a8e-b3ac-448a-9ad9-a357df0754d6 · outbound

This paper cites From image descriptions to visual denotations: New similarity metrics for semantic inference over event descriptions.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation From image descriptions to visual denotations: New similarity metrics for semantic inference over event descriptions

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.485469Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.245904Z digest=sha256:701a74917baf579273344effb0aad925fdc6cfaf1862e8415a4816e9a5d4c283

Observation 22eb2335-ec7e-49b6-8e49-16ec73d11974 · outbound

This paper cites Microsoft coco: Common objects in context.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Microsoft coco: Common objects in context

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.469991Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.250066Z digest=sha256:5eeda668a3fa49bc061f3f9f6def6c3c0e02f298f5ac89217f22c24eb8dcdccb

Observation ff80b60c-d426-41dc-be35-8714c3529c13 · outbound

This paper cites Denoising Diffusion Probabilistic Models.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Denoising Diffusion Probabilistic Models

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.455699Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.254248Z digest=sha256:702ba356bd76cd6b2fef4b4fcef013475b278e3bc85541941a2b306bb3b5c818

Observation 2d5d78a5-e6a3-456c-b335-10afc6b5b960 · outbound

This paper cites Q-Diffusion: A Quantum Approach to Diffusion Probabilistic Models.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Q-Diffusion: A Quantum Approach to Diffusion Probabilistic Models

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.441535Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.258910Z digest=sha256:597f853df29f98c3b46ad6e7f4dedbae104c61610d6896292533a415602e859b

Observation a925d59e-6d7b-49c0-be69-eebe6c442fd7 · outbound

This paper cites Score-Based Generative Modeling through Stochastic Differential Equations.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Score-Based Generative Modeling through Stochastic Differential Equations

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.426778Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.262927Z digest=sha256:ead493aab8235058ed864d749a2a12e08b133328fb6644ee7f03414cd4d56746

Observation b194f164-1051-41a4-a4bc-fe228c31cdc1 · outbound

This paper cites Improved Denoising Diffusion Probabilistic Models.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Improved Denoising Diffusion Probabilistic Models

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.410726Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.267540Z digest=sha256:3eee8e8569b248b92b837c9fed74d8f3aed7c667753fd49938babd62eceacd88

Observation 035c2a3f-1156-49ac-8705-4498d13203c3 · outbound

This paper cites iDesigner: Interactive Design with Diffusion Models.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation iDesigner: Interactive Design with Diffusion Models

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.395782Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.271656Z digest=sha256:af68def57bfcaa9de1765ad9cf8624449819740ab443ea4efc0f9e5e1a661df2

Observation 5a52f541-1a7d-46be-affc-3f21deaadcfc · outbound

This paper cites DiffDesign: Efficient Design Generation with Diffusion Models.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation DiffDesign: Efficient Design Generation with Diffusion Models

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:19:46.378254Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.275635Z digest=sha256:04577abe3981507b5ff122247c9d63d85555c69c35978953e96038624fadc507

Observation a7c11bdd-f421-42fe-85d8-ff1b7d54ccc1 · outbound

This paper cites an unresolved cited work.

DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Unresolved cited work

Reference 2020

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:19:47.008090Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T13:19:46.073276Z digest=sha256:fa0e5ecf68d5d6a8789986cb72880d70d222caf35446b430e85676e9ecf4cd21

Pith citing papers

Observation dc9a5bb4-a101-42f6-92b8-a208b42174c4 · inbound

Human-Machine Collaboration-Guided Space Design: Combination of Machine Learning Models and Humanistic Design Concepts cites this paper.

Human-Machine Collaboration-Guided Space Design: Combination of Machine Learning Models and Humanistic Design Concepts DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-08-06T20:46:04.214646Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:46:03.712848Z digest=sha256:29b10ff3cf9264c5c34fad96a5931a1351e6ec5d388c8e6e309b8135f88889e5