Setting the Stage: Text-Driven Scene-Consistent Image Generation | Paper Citation Record

Observation 2844178c-3cee-4f70-a0fe-721f8fcd312a · outbound

This paper cites Blended latent diffusion.ACM transactions on graphics (TOG), 42 (4):1–11.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Blended latent diffusion.ACM transactions on graphics (TOG), 42 (4):1–11

Reference 1

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Observation 3364098a-256e-482c-b447-f32ee2f8b51c · outbound

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

Setting the Stage: Text-Driven Scene-Consistent Image Generation In- structpix2pix: Learning to follow image editing instructions

Reference 2

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Observation 2803aa8c-fdd6-4a77-9472-ebf5efe062ec · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-21T17:44:17.322134Z

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Observation c035275d-37b9-4f89-a01f-685f6ab1cd83 · outbound

This paper cites DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data.

Setting the Stage: Text-Driven Scene-Consistent Image Generation DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-27T02:04:59.423634Z

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Observation f8dc622f-c2d0-4f23-91a1-f73d8d8d23ac · outbound

This paper cites An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion.

Setting the Stage: Text-Driven Scene-Consistent Image Generation An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion

Reference 5

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Observation 639a2cd5-34ff-49e8-a34f-bd4f58569c6c · outbound

This paper cites Sample and Computation Redistribution for Efficient Face Detection.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Sample and Computation Redistribution for Efficient Face Detection

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-21T17:44:17.273074Z

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Observation a1f1f424-73e5-49b9-b62e-c732a363e8b7 · outbound

This paper cites CameraCtrl: Enabling Camera Control for Text-to-Video Generation.

Setting the Stage: Text-Driven Scene-Consistent Image Generation CameraCtrl: Enabling Camera Control for Text-to-Video Generation

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-05-21T17:44:17.230172Z

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Observation e4860a6b-921b-4252-b950-e8b27b77849b · outbound

This paper cites GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning.

Setting the Stage: Text-Driven Scene-Consistent Image Generation GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning

Reference 8

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Observation 590ac162-0ee6-480c-8f2f-68d4e0d7c64d · outbound

This paper cites Magicfight: Personalized martial arts combat video generation.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Magicfight: Personalized martial arts combat video generation

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:44:17.744291Z

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Observation 10b5969a-2a63-4ab0-9095-38db36b4dd4e · outbound

This paper cites Dual-schedule inver- sion: Training-and tuning-free inversion for real image edit- ing.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Dual-schedule inver- sion: Training-and tuning-free inversion for real image edit- ing

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:44:17.783642Z

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Observation d5ca2794-f90d-48c7-bbc9-01ec5835e62d · outbound

This paper cites M4V: Multimodal Mamba for Efficient Text-to-Video Generation.

Setting the Stage: Text-Driven Scene-Consistent Image Generation M4V: Multimodal Mamba for Efficient Text-to-Video Generation

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-21T17:44:17.287078Z

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Observation 0c31571f-3db4-4970-8ff4-da88bc5e68ee · outbound

This paper cites Gen- erative photography: a systematic, constructive approach.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Gen- erative photography: a systematic, constructive approach

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:44:17.769801Z

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Observation 19644532-0b24-476e-befa-e0403aa474a0 · outbound

This paper cites Brushnet: A plug-and-play image inpainting model with decomposed dual-branch diffusion.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Brushnet: A plug-and-play image inpainting model with decomposed dual-branch diffusion

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:44:17.788880Z

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Observation 8abcd290-c764-402f-ad01-c89cb4e6c805 · outbound

This paper cites interactive sto- rytelling.

Setting the Stage: Text-Driven Scene-Consistent Image Generation interactive sto- rytelling

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:44:17.786130Z

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Observation 31881e81-69eb-4538-ae80-d1fe6afc964d · outbound

This paper cites HunyuanVideo: A Systematic Framework For Large Video Generative Models.

Setting the Stage: Text-Driven Scene-Consistent Image Generation HunyuanVideo: A Systematic Framework For Large Video Generative Models

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-05-21T17:44:17.307598Z

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Observation e7ddcf0b-6cd8-4564-b092-5fee30770c12 · outbound

This paper cites FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space.

Setting the Stage: Text-Driven Scene-Consistent Image Generation FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-05-21T17:44:17.300854Z

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Observation 6d38be05-6e83-4c50-b083-5ed8096805f6 · outbound

This paper cites Control-nerf: Editable feature volumes for scene rendering and manipulation.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Control-nerf: Editable feature volumes for scene rendering and manipulation

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:44:17.783240Z

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Observation 98d4c47c-a654-4eb9-844b-086c226d4ac7 · outbound

This paper cites Mat: Mask-aware transformer for large hole im- age inpainting.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Mat: Mask-aware transformer for large hole im- age inpainting

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:44:17.741692Z

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Observation aed01b9a-b1cd-45b9-a615-d6a59c1f116a · outbound

This paper cites Storygan: A sequential conditional gan for story vi- sualization.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Storygan: A sequential conditional gan for story vi- sualization

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:44:17.772917Z

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Observation 3ea5290d-c31f-4f54-85b0-3073d548e776 · outbound

This paper cites Photomaker: Customizing re- alistic human photos via stacked id embedding.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Photomaker: Customizing re- alistic human photos via stacked id embedding

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:44:17.729986Z

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Observation 842264af-e7b6-4e5e-a05f-bf771f7ee1b6 · outbound

This paper cites Uniworld-V2: Reinforce Image Editing with Diffusion Negative-aware Finetuning and MLLM Implicit Feedback.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Uniworld-V2: Reinforce Image Editing with Diffusion Negative-aware Finetuning and MLLM Implicit Feedback

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-21T18:01:19.940440Z

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Observation 7097b422-ffb6-4bf8-882f-4556a9741dea · outbound

This paper cites Dl3dv-10k: A large-scale scene dataset for deep learning-based 3d vision.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Dl3dv-10k: A large-scale scene dataset for deep learning-based 3d vision

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:44:17.767051Z

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Observation 15c90e28-f2ba-4603-93d6-841558ab69de · outbound

This paper cites Grounding dino: Marrying dino with grounded pre-training for open-set object detection.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Grounding dino: Marrying dino with grounded pre-training for open-set object detection

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:44:17.776273Z

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Observation 66f18dc7-0205-4019-abec-de79b85843e5 · outbound

This paper cites Story-adapter: A training-free iterative framework for long story visualization.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Story-adapter: A training-free iterative framework for long story visualization

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-21T17:44:17.238550Z

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Observation 8d868800-42b8-4844-ac60-22cd681e4935 · outbound

This paper cites Synthesizing coherent story with auto-regressive la- tent diffusion models.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Synthesizing coherent story with auto-regressive la- tent diffusion models

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:44:17.740081Z

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Observation b06f6723-4f7e-4727-a808-28db816a4670 · outbound

This paper cites Make-a-story: Visual memory conditioned consistent story generation.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Make-a-story: Visual memory conditioned consistent story generation

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:44:17.761412Z

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Observation 52fac083-52f7-4f69-9ea1-d2cdba25d432 · outbound

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

Setting the Stage: Text-Driven Scene-Consistent Image Generation SAM 2: Segment Anything in Images and Videos

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-05-21T17:44:17.296344Z

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Observation 0f488faf-3791-47e2-837f-bfcc08d49bdc · outbound

This paper cites Minima: Modality invariant im- age matching.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Minima: Modality invariant im- age matching

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:44:17.791206Z

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Observation 73bf747c-a7dd-4497-81a9-04ee421d4353 · outbound

This paper cites Seedream 4.0: Toward Next-generation Multimodal Image Generation.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Seedream 4.0: Toward Next-generation Multimodal Image Generation

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-05-21T17:44:17.295648Z

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Observation 575b06ba-c52c-4ca8-8c2c-ee13f50d0be6 · outbound

This paper cites Univst: A unified framework for training-free localized video style transfer.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Univst: A unified framework for training-free localized video style transfer

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-21T17:44:17.313773Z

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Observation d1ecbc1f-a54f-40d6-876f-e69a19975c00 · outbound

This paper cites Scenedecorator: Towards scene-oriented story generation with scene planning and scene consistency.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Scenedecorator: Towards scene-oriented story generation with scene planning and scene consistency

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-21T17:44:17.263091Z

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Observation 40e085fd-de90-4e5b-bb83-2f80c7408c6d · outbound

This paper cites Wan: Open and Advanced Large-Scale Video Generative Models.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Wan: Open and Advanced Large-Scale Video Generative Models

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-05-21T17:44:17.304699Z

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Observation fcee3dba-e2a2-4070-bc13-31d83bf5ff90 · outbound

This paper cites Vistadream: Sampling multiview consistent images for single-view scene reconstruction.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Vistadream: Sampling multiview consistent images for single-view scene reconstruction

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:44:17.781464Z

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Observation 4a6deffd-c08a-4aad-ada4-d769ce313d79 · outbound

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

Setting the Stage: Text-Driven Scene-Consistent Image Generation InstantID: Zero-shot Identity-Preserving Generation in Seconds

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-05-21T17:44:17.303492Z

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Observation 73a8ebd4-e4e9-4a54-8ae7-e6d9f5933f83 · outbound

This paper cites StyleAdapter: A Unified Stylized Image Generation Model.

Setting the Stage: Text-Driven Scene-Consistent Image Generation StyleAdapter: A Unified Stylized Image Generation Model

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-21T17:44:17.277647Z

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Observation 2582e4a0-46ba-4846-9ff8-f45a23341e86 · outbound

This paper cites Omniedit: Building image edit- ing generalist models through specialist supervision.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Omniedit: Building image edit- ing generalist models through specialist supervision

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:44:17.730162Z

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Observation 4e5e305c-f6e1-4e1c-8dd9-bd9181758744 · outbound

This paper cites Qwen-Image Technical Report.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Qwen-Image Technical Report

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-05-21T17:44:17.299328Z

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Observation bf524a49-a8da-44b0-959e-b453241e66c5 · outbound

This paper cites Dreamomni2: Multimodal instruction-based editing and generation.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Dreamomni2: Multimodal instruction-based editing and generation

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-21T17:44:17.272745Z

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Observation 4e845e5c-996a-4193-87fa-1711cdc680b8 · outbound

This paper cites Fastcomposer: Tuning-free multi- subject image generation with localized attention.Interna- tional Journal of Computer Vision, 133(3):1175–1194.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Fastcomposer: Tuning-free multi- subject image generation with localized attention.Interna- tional Journal of Computer Vision, 133(3):1175–1194

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:44:17.746047Z

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Observation 6f842eac-a479-4d7d-8772-569316e94ea3 · outbound

This paper cites Smartbrush: Text and shape guided object inpainting with diffusion model.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Smartbrush: Text and shape guided object inpainting with diffusion model

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:44:17.752896Z

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Observation da4fe5ae-57e4-401c-9490-152adbc31aa9 · outbound

This paper cites Paint by example: Exemplar-based image editing with diffusion mod- els.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Paint by example: Exemplar-based image editing with diffusion mod- els

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:44:17.764646Z

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Observation a00ac5bc-9c3e-4466-94d2-42db3726b2ff · outbound

This paper cites Seed-story: Multi- modal long story generation with large language model.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Seed-story: Multi- modal long story generation with large language model

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:44:17.778944Z

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Observation 2826e154-e4a0-46e7-a598-f91ff5931322 · outbound

This paper cites StyDeco: Unsupervised Style Transfer with Distilling Priors and Semantic Decoupling.

Setting the Stage: Text-Driven Scene-Consistent Image Generation StyDeco: Unsupervised Style Transfer with Distilling Priors and Semantic Decoupling

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-21T17:44:17.229086Z

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Observation 8cf86e30-ea07-4320-ae70-47f65bc33c2d · outbound

This paper cites CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer.

Setting the Stage: Text-Driven Scene-Consistent Image Generation CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-05-21T17:44:17.258090Z

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Observation 44ccc016-c7b9-4a2e-8825-55f1bacf5356 · outbound

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

Setting the Stage: Text-Driven Scene-Consistent Image Generation IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-05-21T17:44:17.317961Z

Source-reported events for the cited work

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Observation fddcb322-f1ab-4db3-a656-b2b8bddb9432 · outbound

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

Setting the Stage: Text-Driven Scene-Consistent Image Generation Adding conditional control to text-to-image diffusion models

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:44:17.767669Z

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Observation 7118e286-56f0-4687-930b-df42c32a035d · outbound

This paper cites Places: A 10 million image database for scene recognition.IEEE Transactions on Pattern Analy- sis and Machine Intelligence.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Places: A 10 million image database for scene recognition.IEEE Transactions on Pattern Analy- sis and Machine Intelligence

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:44:17.733231Z

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Observation 7fc60c39-ea15-4488-9f55-8cdf754ddc24 · outbound

This paper cites MagicTailor: Component-Controllable Personalization in Text-to-Image Diffusion Models.

Setting the Stage: Text-Driven Scene-Consistent Image Generation MagicTailor: Component-Controllable Personalization in Text-to-Image Diffusion Models

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-21T17:44:17.258824Z

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Observation 771a5c95-6867-4118-881b-8355346d50e2 · outbound

This paper cites Storydiffusion: Consistent self- attention for long-range image and video generation.Ad- vances in Neural Information Processing Systems, 37: 110315–110340.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Storydiffusion: Consistent self- attention for long-range image and video generation.Ad- vances in Neural Information Processing Systems, 37: 110315–110340

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:44:17.773338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 177b6957-b887-41a9-abc5-866496e535d9 · outbound

This paper cites Text-Image Alignment Metric Selection For evaluating text–image alignment, we compare two met- rics:CLIP-T[5] andGemini 2.5 Flash Text–Image Alignment (G2.5F-TIA)[3].

Setting the Stage: Text-Driven Scene-Consistent Image Generation Text-Image Alignment Metric Selection For evaluating text–image alignment, we compare two met- rics:CLIP-T[5] andGemini 2.5 Flash Text–Image Alignment (G2.5F-TIA)[3]

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:44:17.775927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation bda63fbf-be93-4162-afb9-06fc53c6e0b8 · outbound

This paper cites an unresolved cited work.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-05-21T17:44:17.743029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 09643a59-d257-4487-9166-14b10ed2c5c7 · outbound

This paper cites an unresolved cited work.

Setting the Stage: Text-Driven Scene-Consistent Image Generation Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-05-21T17:44:17.714839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 70691daa-4901-49e6-b932-948e2f3d5a96 · outbound

This paper cites We explicitly describe the Gemini 2.5 Flash prompts used for automatic scoring and the annotation interface shown to hu- man raters.

Setting the Stage: Text-Driven Scene-Consistent Image Generation We explicitly describe the Gemini 2.5 Flash prompts used for automatic scoring and the annotation interface shown to hu- man raters

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:44:17.712257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1ce9a379-2b50-4616-b02b-34c5e603b35d · outbound

This paper cites These videos were synthesized using the Kling image-to-video model, utilizing keyframes produced by our method.

Setting the Stage: Text-Driven Scene-Consistent Image Generation These videos were synthesized using the Kling image-to-video model, utilizing keyframes produced by our method

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:44:17.717715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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