CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models | Paper Citation Record

Observation af09a962-410c-4633-baf7-fa361a82a668 · outbound

This paper cites Hrs-bench: Holistic, reliable and scalable benchmark for text-to-image models.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Hrs-bench: Holistic, reliable and scalable benchmark for text-to-image models

Reference 1

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Observation 8c18e47f-eaf8-408d-a348-aee5213e7c4a · outbound

This paper cites Improving Image Genera- tion with Better Captions.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Improving Image Genera- tion with Better Captions

Reference 2

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Observation 0de1cc4c-a751-4bb9-8d41-f9b0bc750704 · outbound

This paper cites Training diffusion models with reinforce- ment learning.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Training diffusion models with reinforce- ment learning

Reference 3

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Observation 3d84197d-9f93-4fdf-a324-4bcea850789f · outbound

This paper cites FLUX.1-dev.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models FLUX.1-dev

Reference 4

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Observation cb2c6247-805d-40ac-9042-dfc3950a54fc · outbound

This paper cites Conceptual 12m: Pushing web-scale image-text pre- training to recognize long-tail visual concepts.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Conceptual 12m: Pushing web-scale image-text pre- training to recognize long-tail visual concepts

Reference 5

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Observation 3363fdc0-0f7c-416f-b1ef-9ca6e21ecde5 · outbound

This paper cites Getting it right: Improving spatial consis- tency in text-to-image models.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Getting it right: Improving spatial consis- tency in text-to-image models

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:12.796356Z

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Observation b9fa0cb9-321a-4865-8d00-b8c45627b3c6 · outbound

This paper cites Attend-and-excite: Attention-based se- mantic guidance for text-to-image diffusion models.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Attend-and-excite: Attention-based se- mantic guidance for text-to-image diffusion models

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:12.778961Z

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Observation 102c9a39-a694-47f6-a416-0473d30b262a · outbound

This paper cites Cohn, Dayou Liu, Sheng-Sheng Wang, Jihong Ouyang, and Qiangyuan Yu.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Cohn, Dayou Liu, Sheng-Sheng Wang, Jihong Ouyang, and Qiangyuan Yu

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:12.760862Z

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Observation 8da81bf0-c142-4669-a306-17dce0b2cba5 · outbound

This paper cites Cohn, Dayou Liu, Sheng-Sheng Wang, Jihong Ouyang, and Qiangyuan Yu.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Cohn, Dayou Liu, Sheng-Sheng Wang, Jihong Ouyang, and Qiangyuan Yu

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:12.738552Z

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Observation bca47ade-3f40-4842-acb0-e5282a6a1d3c · outbound

This paper cites Pixart- Σ: Weak-to-strong training of dif- fusion transformer for 4k text-to-image generation.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Pixart- Σ: Weak-to-strong training of dif- fusion transformer for 4k text-to-image generation

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:12.719647Z

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Observation 7a101917-882d-4623-85e1-d04b43433a7d · outbound

This paper cites PIXART-{\delta}: Fast and Controllable Image Generation with Latent Consistency Models.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models PIXART-{\delta}: Fast and Controllable Image Generation with Latent Consistency Models

Reference 11

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Observation 4d672181-2995-4cbc-94dc-4420a8875e78 · outbound

This paper cites Kwok, Ping Luo, Huchuan Lu, and Zhenguo Li.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Kwok, Ping Luo, Huchuan Lu, and Zhenguo Li

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:12.695268Z

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Observation d42d775a-fb74-4ae0-9514-4c1a903ad14f · outbound

This paper cites Training-free layout control with cross-attention guidance.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Training-free layout control with cross-attention guidance

Reference 13

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Observation 96f2c72e-714b-4ec6-ab8a-9f2773381b35 · outbound

This paper cites Reproducible scaling laws for contrastive language-image learning.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Reproducible scaling laws for contrastive language-image learning

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:12.648255Z

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Observation 091e9028-2ce8-483b-886b-04b61b8c425a · outbound

This paper cites Visual pro- gramming for step-by-step text-to-image generation and evaluation.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Visual pro- gramming for step-by-step text-to-image generation and evaluation

Reference 15

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Observation c93a0399-66fd-49be-9fef-7ed72e56cea7 · outbound

This paper cites Coventry, Merc `e Prat-Sala, and Lynn Richards.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Coventry, Merc `e Prat-Sala, and Lynn Richards

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:12.606074Z

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Observation 63e64da8-b7bf-4218-90ac-21cbe38ba662 · outbound

This paper cites Dall·e mini.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Dall·e mini

Reference 17

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Observation 132aeb3f-f4b2-45d5-80ce-8ce3e606c3ad · outbound

This paper cites Diffu- sion models beat gans on image synthesis.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Diffu- sion models beat gans on image synthesis

Reference 18

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Observation 26028663-c670-4f62-82b9-c724ffb288d9 · outbound

This paper cites Cogview2: Faster and better text-to-image generation via hierarchical transformers.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Cogview2: Faster and better text-to-image generation via hierarchical transformers

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:12.552414Z

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Observation f16bbd7e-d132-4e80-a5c7-f744889a73dc · outbound

This paper cites Scaling rec- tified flow transformers for high-resolution image synthesis.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Scaling rec- tified flow transformers for high-resolution image synthesis

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:12.531405Z

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Observation 3fc00ec8-d18d-44b1-a426-64a9359772f3 · outbound

This paper cites Re- inforcement learning for fine-tuning text-to-image diffusion models.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Re- inforcement learning for fine-tuning text-to-image diffusion models

Reference 21

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Observation 15d09b38-ff1a-49f3-bb54-645892f8cabe · outbound

This paper cites Akula, Pradyumna Narayana, Sugato Basu, Xin Eric Wang, and William Yang Wang.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Akula, Pradyumna Narayana, Sugato Basu, Xin Eric Wang, and William Yang Wang

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:12.478478Z

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Observation 8c3e2e20-3aff-46e8-8794-f14fb1036e13 · outbound

This paper cites Akula, Xuehai He, Sugato Basu, Xin Eric Wang, and William Yang Wang.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Akula, Xuehai He, Sugato Basu, Xin Eric Wang, and William Yang Wang

Reference 23

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Observation 91ef17fe-07c7-4694-8578-06be7ef9ddfa · outbound

This paper cites TC-Bench: Benchmarking Temporal Compositionality in Text-to-Video and Image-to-Video Generation.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models TC-Bench: Benchmarking Temporal Compositionality in Text-to-Video and Image-to-Video Generation

Reference 24

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Observation 267c75fe-1f7f-4b97-9340-31f22bde8b18 · outbound

This paper cites Geneval: An object-focused framework for evaluating text- to-image alignment.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Geneval: An object-focused framework for evaluating text- to-image alignment

Reference 25

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Observation dfd366b9-6386-4ffd-bffe-58f836eda018 · outbound

This paper cites Benchmarking Spatial Relationships in Text-to-Image Generation.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Benchmarking Spatial Relationships in Text-to-Image Generation

Reference 26

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Observation 03b32048-f7ac-474a-9738-c5fb36383d8c · outbound

This paper cites Diffusion-RPO: Aligning Diffusion Models through Relative Preference Optimization.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Diffusion-RPO: Aligning Diffusion Models through Relative Preference Optimization

Reference 27

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CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Unresolved cited work

Reference 28

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Observation aac30f3d-c1d3-40c7-901d-ff32e305d6b4 · outbound

This paper cites Ganspace: Discovering interpretable GAN controls.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Ganspace: Discovering interpretable GAN controls

Reference 29

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Observation b9a90481-b722-45f0-9f08-c19164f43025 · outbound

This paper cites Prompt-to-prompt image editing with cross-attention control.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Prompt-to-prompt image editing with cross-attention control

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:12.360600Z

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Observation 620e772f-7014-41ef-a31a-07780e57dd31 · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilib- rium.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Gans trained by a two time-scale update rule converge to a local nash equilib- rium

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:12.338897Z

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Observation ec42c18d-9b43-4b46-b951-62d2d7ec4e26 · outbound

This paper cites Denoising dif- fusion probabilistic models.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Denoising dif- fusion probabilistic models

Reference 32

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Observation cf04431c-2031-4c3d-a723-48a21ca52776 · outbound

This paper cites ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment

Reference 33

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Observation 92168039-98be-4c48-8a39-d198b6f5546f · outbound

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CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Unresolved cited work

Reference 34

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Observation 59756ed9-5ff3-4488-929d-139381a3cf15 · outbound

This paper cites T2i-compbench: A comprehensive benchmark for open-world compositional text-to-image generation.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models T2i-compbench: A comprehensive benchmark for open-world compositional text-to-image generation

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:12.285816Z

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Observation c254fee4-ec18-482b-9b2d-f093ee7f6e6e · outbound

This paper cites Re- thinking FID: towards a better evaluation metric for image generation.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Re- thinking FID: towards a better evaluation metric for image generation

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:12.258315Z

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Observation beeb2cfe-e62b-4b66-b014-2070001f75ce · outbound

This paper cites Comat: Aligning text-to-image diffusion model with image- to-text concept matching.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Comat: Aligning text-to-image diffusion model with image- to-text concept matching

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:12.226180Z

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Observation 095f94bf-d488-4cb7-abd2-fba298eefc5a · outbound

This paper cites Scalable Ranked Preference Optimization for Text-to-Image Generation.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Scalable Ranked Preference Optimization for Text-to-Image Generation

Reference 38

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Observation 69d327ea-1d7e-4a90-bc86-9a689801b250 · outbound

This paper cites Evaluating and improving composi- tional text-to-visual generation.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Evaluating and improving composi- tional text-to-visual generation

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:12.207257Z

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Observation f90974a1-72a5-4783-99a5-3f2b4038da5a · outbound

This paper cites PhotoMaker: Customizing Realistic Human Photos via Stacked ID Embedding.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models PhotoMaker: Customizing Realistic Human Photos via Stacked ID Embedding

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Observation 6b2af98c-1698-4016-a66d-b7bf95c046dc · outbound

This paper cites Llm- grounded diffusion: Enhancing prompt understanding of text-to-image diffusion models with large language models.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Llm- grounded diffusion: Enhancing prompt understanding of text-to-image diffusion models with large language models

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:12.189468Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c9aca626-6551-44c8-a593-4bf3ac87b3f7 · outbound

This paper cites Collins, Yiwen Luo, Yang Li, Kai J.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Collins, Yiwen Luo, Yang Li, Kai J

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:12.169740Z

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Observation 765c9c1e-fcd3-4715-9282-cd6e1e1300a2 · outbound

This paper cites Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Doll ´ar, and C.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Doll ´ar, and C

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:12.144736Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 54e9693f-1402-4ca4-8c74-b0f2a6506ee2 · outbound

This paper cites Tenenbaum.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Tenenbaum

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:12.123852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1f5aaf0f-4191-40e3-a279-e9a4f943f8a8 · outbound

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

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Repaint: Inpainting using denoising diffusion probabilistic models

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:12.104822Z

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Observation d0320800-6ae1-466a-adfc-0c3e2a2713ca · outbound

This paper cites Pick-and-draw: Training-free semantic guidance for text-to-image person- alization.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Pick-and-draw: Training-free semantic guidance for text-to-image person- alization

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:12.086178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8ef50172-4d70-4481-ad23-6c70ca93dae9 · outbound

This paper cites MidJourney.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models MidJourney

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:12.063572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 29ea6c02-6f9a-469c-90b0-022c3e0b4f4d · outbound

This paper cites T2i-adapter: Learning adapters to dig out more controllable ability for text-to-image diffusion models.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models T2i-adapter: Learning adapters to dig out more controllable ability for text-to-image diffusion models

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:12.041000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e86a4a1c-254c-4a14-bb37-eb7655bbd2d8 · outbound

This paper cites GLIDE: towards photorealis- tic image generation and editing with text-guided diffusion models.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models GLIDE: towards photorealis- tic image generation and editing with text-guided diffusion models

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:12.017373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 926a0225-76de-4d83-8fbf-e0947af5978c · outbound

This paper cites Drag your GAN: interactive point-based manipulation on the generative image manifold.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Drag your GAN: interactive point-based manipulation on the generative image manifold

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:11.994288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e23bb6c6-2188-407b-89b3-ffa53ff711c9 · outbound

This paper cites Scalable diffusion models with transformers.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Scalable diffusion models with transformers

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:11.973689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation aa52c4ff-ddd0-4596-ac1b-3b74d8be1610 · outbound

This paper cites Grounded text-to-image synthesis with attention refocusing.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Grounded text-to-image synthesis with attention refocusing

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:11.956466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e01d5566-530d-4474-a642-06b447fecaa6 · outbound

This paper cites SDXL: improving latent diffusion models for high-resolution image synthesis.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models SDXL: improving latent diffusion models for high-resolution image synthesis

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:11.934740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7080e902-5def-4ce3-a9ca-78d6b19aec07 · outbound

This paper cites Barron, and Ben Milden- hall.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Barron, and Ben Milden- hall

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:11.916358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0d0c5842-a78b-4d3c-850b-4fdda161ffb6 · outbound

This paper cites Learning transferable visual models from natural language supervision.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Learning transferable visual models from natural language supervision

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-11T13:24:10.773083Z

Source-reported events for the cited work

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Observation dd5e34d9-b678-4588-b97c-a933d210b9d9 · outbound

This paper cites an unresolved cited work.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:24:11.886403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2984c77a-f6cf-4c2e-8e3e-3e6545ad89cb · outbound

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

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-11T13:24:10.783583Z

Source-reported events for the cited work

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Observation 7687f769-764f-4579-9e80-72d47737ed45 · outbound

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

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models High-resolution image syn- thesis with latent diffusion models

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:11.868151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b7e4b89f-92ce-4ee5-bffa-374d6ac74fd1 · outbound

This paper cites Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-11T13:24:10.794549Z

Source-reported events for the cited work

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Observation 10611063-b259-48da-8249-1026876cdb59 · outbound

This paper cites Runway AI.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Runway AI

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:11.835898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c9594d61-30ab-482b-a943-4fca15c1330b · outbound

This paper cites Dual caption preference optimization for diffusion models.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Dual caption preference optimization for diffusion models

Reference 61

Resolution: verified exact; raw_fallback, observed 2026-08-11T13:24:11.309326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 49d2fb5e-11e9-428b-b0fb-1e47a34d58a5 · outbound

This paper cites Denton, Seyed Kamyar Seyed Ghasemipour, Raphael Gontijo Lopes, Burcu Karagol Ayan, Tim Salimans, Jonathan Ho, David J.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Denton, Seyed Kamyar Seyed Ghasemipour, Raphael Gontijo Lopes, Burcu Karagol Ayan, Tim Salimans, Jonathan Ho, David J

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:11.816335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 638370b8-2bd4-4f66-8c89-162c47bd72d5 · outbound

This paper cites Scribbler: Controlling deep image synthesis with sketch and color.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Scribbler: Controlling deep image synthesis with sketch and color

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:11.799628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 445fbd8f-510d-44c1-b4ed-c9510c3693fd · outbound

This paper cites LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-11T13:24:10.822470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37a46d67-7e22-41ae-ba4c-e2feb7305527 · outbound

This paper cites LAION-5B: an open large-scale dataset for training next generation image-text models.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models LAION-5B: an open large-scale dataset for training next generation image-text models

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:11.781666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ab00d0d8-669d-4b10-8593-ba5be5ffd414 · outbound

This paper cites A Picture is Worth a Thousand Words: Principled Recaptioning Improves Image Generation.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models A Picture is Worth a Thousand Words: Principled Recaptioning Improves Image Generation

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-11T13:24:10.841427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48833b0b-4ae8-44d3-bfc6-8257ab996257 · outbound

This paper cites Box It to Bind It: Unified Layout Control and Attribute Binding in T2I Diffusion Models.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Box It to Bind It: Unified Layout Control and Attribute Binding in T2I Diffusion Models

Reference 67

Resolution: verified exact; local_arxiv, observed 2026-08-11T13:24:11.115958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c4077533-ba0d-4185-9691-e1d9fb5b37e2 · outbound

This paper cites Gomez, Lukasz Kaiser, and Illia Polosukhin.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Gomez, Lukasz Kaiser, and Illia Polosukhin

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:11.763704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2af58fe0-a2bb-49ff-a225-1ebb4ae18b1e · outbound

This paper cites Diffusion model align- ment using direct preference optimization.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Diffusion model align- ment using direct preference optimization

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:11.744672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c18779da-4b1e-4b41-8dc5-041ad58897d8 · outbound

This paper cites InstantID: Zero-shot Identity-Preserving Generation in Seconds.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models InstantID: Zero-shot Identity-Preserving Generation in Seconds

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-11T13:24:10.872998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b06c5731-26e4-485c-b211-79679011c61a · outbound

This paper cites Tokencompose: Text-to-image diffusion with token-level supervision.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Tokencompose: Text-to-image diffusion with token-level supervision

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:11.726553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 86825bcd-31b4-4bb2-bab5-29cee8c5d78e · outbound

This paper cites Wang, Evan Montoya, David Munechika, Haoyang Yang, Benjamin Hoover, and Duen Horng Chau.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Wang, Evan Montoya, David Munechika, Haoyang Yang, Benjamin Hoover, and Duen Horng Chau

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:11.707263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 38b1eb26-daf8-4186-8483-866e0cc81d01 · outbound

This paper cites Seesr: Towards semantics-aware real-world image super-resolution.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Seesr: Towards semantics-aware real-world image super-resolution

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:11.683919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9e03bc59-2d8d-4e12-9b38-77f82f6d8d2a · outbound

This paper cites Paragraph-to-Image Generation with Information-Enriched Diffusion Model.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Paragraph-to-Image Generation with Information-Enriched Diffusion Model

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-11T13:24:10.898243Z

Source-reported events for the cited work

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Observation 2252543c-929d-4168-9b12-723ad639e611 · outbound

This paper cites Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-11T13:24:10.904255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a59abcc-7d48-4683-af46-379e42f8f5b9 · outbound

This paper cites Human preference score: Better aligning text-to- image models with human preference.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Human preference score: Better aligning text-to- image models with human preference

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:11.658991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 83b53798-2f3a-4c30-8aee-6fc1295ada32 · outbound

This paper cites Stylespace analysis: Disentangled controls for stylegan image genera- tion.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Stylespace analysis: Disentangled controls for stylegan image genera- tion

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:11.637957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation afce0546-38c0-430b-bb9f-d0089fb09d6a · outbound

This paper cites Freeman, Fr ´edo Durand, and Song Han.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Freeman, Fr ´edo Durand, and Song Han

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:11.617144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d8b95086-b201-40a2-b605-d57702f4fcad · outbound

This paper cites R&b: Region and boundary aware zero-shot grounded text-to-image generation.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models R&b: Region and boundary aware zero-shot grounded text-to-image generation

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:11.598441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f5fb7fd4-67d3-4ae2-9623-e723dd1b9320 · outbound

This paper cites Imagere- ward: Learning and evaluating human preferences for text- to-image generation.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Imagere- ward: Learning and evaluating human preferences for text- to-image generation

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-11T13:24:10.944286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc44424b-9431-4c8a-952b-f6c06be816fd · outbound

This paper cites IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-11T13:24:10.951063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd07df9d-f452-454e-bd4e-39cf1b910cbb · outbound

This paper cites Scaling up to excellence: Practicing model scaling for photo- realistic image restoration in the wild.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Scaling up to excellence: Practicing model scaling for photo- realistic image restoration in the wild

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:11.563663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b441700e-f494-4f96-b689-c2cb32f0e77e · outbound

This paper cites Scaling autoregressive models for content-rich text-to-image generation.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Scaling autoregressive models for content-rich text-to-image generation

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:11.541812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 21779ad1-bf30-4bcf-b2da-782c78f30706 · outbound

This paper cites Adding conditional control to text-to-image diffusion models.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models Adding conditional control to text-to-image diffusion models

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-11T13:24:10.968045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9835b348-4bca-4b18-80fa-b8d68909d851 · outbound

This paper cites A horse to the left of a bottle.

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models A horse to the left of a bottle

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:24:11.509598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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