Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization | Paper Citation Record

Observation a135afec-0fd4-45ef-bc05-9bf6e3c8f215 · outbound

This paper cites Break-a-scene: Extracting multiple concepts from a single image.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Break-a-scene: Extracting multiple concepts from a single image

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.485849Z

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Observation 54adecc3-18a4-4205-b653-7572216e7008 · outbound

This paper cites Animal image dataset.https://www.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Animal image dataset.https://www

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.572425Z

Source-reported events for the cited work

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Observation cf0cb2bf-b820-4df3-9514-4ab1588e119d · outbound

This paper cites Precisecam: Precise camera control for text-to- image generation.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Precisecam: Precise camera control for text-to- image generation

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.521875Z

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Observation bbaaf0ba-458a-4bef-9581-83cafe6b974d · outbound

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

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization In- structpix2pix: Learning to follow image editing instructions

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.617940Z

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Observation d4d070ba-df19-4d52-8414-21f4484d58d1 · outbound

This paper cites Unsupervised learn- ing of visual features by contrasting cluster assignments.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Unsupervised learn- ing of visual features by contrasting cluster assignments

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.509359Z

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Observation 90d269b4-8426-4451-845d-3095fcd3b52a · outbound

This paper cites Emerg- ing properties in self-supervised vision transformers.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Emerg- ing properties in self-supervised vision transformers

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.512705Z

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Observation 937234cc-6818-4654-aeff-3744c6afdb2e · outbound

This paper cites A simple framework for contrastive learning of visual representations.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization A simple framework for contrastive learning of visual representations

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.630545Z

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Observation dcdb0c6e-50c1-41d8-b101-d7c9dc54a0d8 · outbound

This paper cites Incremental false negative detection for contrastive learning.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Incremental false negative detection for contrastive learning

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.582713Z

Source-reported events for the cited work

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Observation feceba76-bc59-4378-b363-919cf6c626cd · outbound

This paper cites Motion-Conditioned Diffusion Model for Controllable Video Synthesis.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Motion-Conditioned Diffusion Model for Controllable Video Synthesis

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:53:38.272429Z

Source-reported events for the cited work

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Observation bb4ca136-5e46-4ed5-a2ea-23f7d15b347c · outbound

This paper cites Panda-70m: Captioning 70m videos with multiple cross-modality teachers.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Panda-70m: Captioning 70m videos with multiple cross-modality teachers

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.527721Z

Source-reported events for the cited work

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Observation c3dcf6d3-ef52-4cdd-a394-70cfdcfbd8cf · outbound

This paper cites Multi-subject open-set personalization in video generation.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Multi-subject open-set personalization in video generation

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.524800Z

Source-reported events for the cited work

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Observation 87595701-2c10-4da9-ac9c-acc1b40edef9 · outbound

This paper cites Visual categorization with bags of keypoints.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Visual categorization with bags of keypoints

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.580095Z

Source-reported events for the cited work

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Observation 6c79b5a1-dfd3-4ad1-b9c1-59bf28e47957 · outbound

This paper cites Imagenet: A large-scale hierarchical image database.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Imagenet: A large-scale hierarchical image database

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.553420Z

Source-reported events for the cited work

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Observation dded502d-6187-4f71-a0e7-5c75d4709148 · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization An image is worth 16x16 words: Transformers for image recognition at scale

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.548167Z

Source-reported events for the cited work

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Observation f552ea87-10fc-4051-a26a-0961696a808f · outbound

This paper cites VIMI: Grounding video gen- eration through multi-modal instruction.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization VIMI: Grounding video gen- eration through multi-modal instruction

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.566772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 40e3e553-fd8d-44aa-9caf-591c1b06ee37 · outbound

This paper cites An image is worth one word: Personalizing text-to-image generation using textual inversion.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization An image is worth one word: Personalizing text-to-image generation using textual inversion

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.550922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d3a325dd-bb80-4322-b9a5-27c31f328180 · outbound

This paper cites Tokenverse: Versatile multi-concept personalization in token modulation space.SIGGRAPH.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Tokenverse: Versatile multi-concept personalization in token modulation space.SIGGRAPH

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.569555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6f0e21ae-1561-42cd-8b1c-17f0d2c088e2 · outbound

This paper cites Nano banana.https://aistudio.google.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Nano banana.https://aistudio.google

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.590793Z

Source-reported events for the cited work

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Observation 9f4a8243-b34e-491b-a937-b661e44e2653 · outbound

This paper cites Preventing shortcuts in adapter training via providing the shortcuts.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Preventing shortcuts in adapter training via providing the shortcuts

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.575134Z

Source-reported events for the cited work

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Observation 2a0263df-9435-46ae-91cc-82c3727db99f · outbound

This paper cites Bootstrap your own latent-a new approach to self-supervised learning.NeurIPS.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Bootstrap your own latent-a new approach to self-supervised learning.NeurIPS

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.545110Z

Source-reported events for the cited work

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Observation fe463ee4-32d2-4954-a820-83078ba7c67e · outbound

This paper cites LivePortrait: Efficient Portrait Animation with Stitching and Retargeting Control.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization LivePortrait: Efficient Portrait Animation with Stitching and Retargeting Control

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:53:38.289613Z

Source-reported events for the cited work

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Observation 4d399520-422d-41ec-883c-30ee4e787c17 · outbound

This paper cites Conceptexpress: Harnessing diffusion models for single-image unsupervised concept extraction.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Conceptexpress: Harnessing diffusion models for single-image unsupervised concept extraction

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.558370Z

Source-reported events for the cited work

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Observation 906b4555-49b0-4cd8-a437-b57cd4a188ef · outbound

This paper cites Deep residual learning for image recognition.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Deep residual learning for image recognition

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.539578Z

Source-reported events for the cited work

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Observation 3563c2fb-5c2e-434e-ad31-b0a8e4d0a150 · outbound

This paper cites Momentum contrast for unsupervised visual rep- resentation learning.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Momentum contrast for unsupervised visual rep- resentation learning

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.500399Z

Source-reported events for the cited work

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Observation 7dffbf1d-4e0f-4915-9c08-d34a031164ac · outbound

This paper cites Masked autoencoders are scalable vision learners.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Masked autoencoders are scalable vision learners

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.542362Z

Source-reported events for the cited work

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Observation b18a65ea-0da1-4ab5-b52e-dd0f5f45fe27 · outbound

This paper cites Prompt-to-Prompt Image Editing with Cross Attention Control.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Prompt-to-Prompt Image Editing with Cross Attention Control

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-05-16T22:53:38.292773Z

Source-reported events for the cited work

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Observation cf155831-b3d1-4ab8-af6a-4ef9786b22db · outbound

This paper cites Classifier-free diffusion guidance.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Classifier-free diffusion guidance

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.536463Z

Source-reported events for the cited work

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Observation 802da1e1-8b74-496d-9faa-f29e39a57cde · outbound

This paper cites Denoising diffu- sion probabilistic models.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Denoising diffu- sion probabilistic models

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.585200Z

Source-reported events for the cited work

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Observation 6d6dd839-fc04-47f5-9cc9-8dc082e8b329 · outbound

This paper cites LoRA: Low-rank adaptation of large language models.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization LoRA: Low-rank adaptation of large language models

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.588177Z

Source-reported events for the cited work

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Observation 6cb43bbf-2d3a-48c6-85cc-4e9ebefab888 · outbound

This paper cites Instantx flux.1-dev ip-adapter page.https:// huggingface.co/InstantX/FLUX.1- dev- IP- Adapter.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Instantx flux.1-dev ip-adapter page.https:// huggingface.co/InstantX/FLUX.1- dev- IP- Adapter

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.555645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ecb04a37-444c-4db8-8ea4-e028414db28c · outbound

This paper cites Auto-Encoding Variational Bayes.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Auto-Encoding Variational Bayes

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-05-16T22:53:38.275729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c1ffa7af-f31d-48ce-ad01-5c5e1592aaeb · outbound

This paper cites Imagenet classification with deep convolutional neural net- works.NeurIPS.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Imagenet classification with deep convolutional neural net- works.NeurIPS

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.564134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 139a0520-ff74-4325-8277-6619c126c66c · outbound

This paper cites Multi-concept customization of text-to-image diffusion.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Multi-concept customization of text-to-image diffusion

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.560686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 818d75ca-cf3d-4294-89eb-0464e28c28ca · outbound

This paper cites Flux.1-dev.https : / / huggingface.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Flux.1-dev.https : / / huggingface

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.593538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b455a4fa-a58f-47e8-8ebc-d82d74b8534f · outbound

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

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-05-16T22:53:38.278959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 49c7002f-fa34-40f3-94f8-6cfba3063899 · outbound

This paper cites Distortion-adaptive salient object detection in 360 omnidi- rectional images.IEEE Journal of Selected Topics in Signal Processing.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Distortion-adaptive salient object detection in 360 omnidi- rectional images.IEEE Journal of Selected Topics in Signal Processing

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.530814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f9b029dc-2fe0-48be-809f-df30aa894874 · outbound

This paper cites an unresolved cited work.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-05-16T22:53:38.614824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7bd59cee-5107-4d86-b731-4b1a00fc9bfd · outbound

This paper cites Compositional visual generation with composable diffusion models.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Compositional visual generation with composable diffusion models

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.604881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c07f82d2-fc5f-4fcc-84a2-82454c1b86c6 · outbound

This paper cites Step1X-Edit: A Practical Framework for General Image Editing.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Step1X-Edit: A Practical Framework for General Image Editing

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-05-16T22:53:38.268979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ba6ac549-55bb-43ef-88a5-a7f605319028 · outbound

This paper cites Deep learning face attributes in the wild.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Deep learning face attributes in the wild

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.624357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2cbf090e-cb65-4f05-b66a-8f2ded4b9d0d · outbound

This paper cites Decoupled Weight Decay Regularization.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Decoupled Weight Decay Regularization

Reference 41

Resolution: verified exact; local_arxiv, observed 2026-05-16T22:53:38.240172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8f080c48-2655-46ee-86e2-371d59c29b0f · outbound

This paper cites Visualiz- ing data using t-sne.Journal of machine learning research.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Visualiz- ing data using t-sne.Journal of machine learning research

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.612034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d050ed4d-f63a-42da-b8bf-16b9b715b12a · outbound

This paper cites Snap video: Scaled spatiotemporal transformers for text-to-video synthesis.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Snap video: Scaled spatiotemporal transformers for text-to-video synthesis

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.627376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation cd02d8f1-21e7-4693-acb1-8d82f010d8ce · outbound

This paper cites SDEdit: Guided image synthesis and editing with stochastic differential equa- tions.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization SDEdit: Guided image synthesis and editing with stochastic differential equa- tions

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.479543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2fc80446-f138-4cb1-8415-c98975fbc7ac · outbound

This paper cites Gpt-4o.https://openai.com/index/ hello-gpt-4o/.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Gpt-4o.https://openai.com/index/ hello-gpt-4o/

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.506415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bb5a24e1-8e8f-4a96-8b04-b9090ea62411 · outbound

This paper cites an unresolved cited work.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-05-16T22:53:38.596484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 459aa354-eeab-476a-a8bc-d1842970d7d9 · outbound

This paper cites Semantic segmentation of outdoor panoramic images.Signal, Image and Video Pro- cessing.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Semantic segmentation of outdoor panoramic images.Signal, Image and Video Pro- cessing

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.633324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5788af63-e56a-4118-bf72-2f6a0aaa44d8 · outbound

This paper cites Scalable diffusion models with transformers.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Scalable diffusion models with transformers

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.515780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 244bcbdf-1cfc-43a9-b1c4-ae1cb2e22c9a · outbound

This paper cites DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:53:38.282818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation de4d2ea4-d615-46eb-9e5c-1920a1b47600 · outbound

This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 50

Resolution: verified exact; local_arxiv, observed 2026-05-16T22:53:38.303586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 95d8c6d0-25c4-4307-8444-400a9727df69 · outbound

This paper cites Omni-id: Holistic identity represen- tation designed for generative tasks.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Omni-id: Holistic identity represen- tation designed for generative tasks

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.608944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9bd81b4b-7a08-452f-b253-1745c9a128bf · outbound

This paper cites Composeme: Attribute-specific image prompts for controllable human image generation.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Composeme: Attribute-specific image prompts for controllable human image generation

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:53:38.285973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f675eb5a-cbba-4328-b4f6-d5556976fd15 · outbound

This paper cites Layercomposer: Interactive personalized t2i via spatially-aware layered canvas.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Layercomposer: Interactive personalized t2i via spatially-aware layered canvas

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:53:38.236417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 330bcda7-cb81-4a61-91d1-4399e847e5f5 · outbound

This paper cites Learn- ing transferable visual models from natural language super- vision.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Learn- ing transferable visual models from natural language super- vision

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.577921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 39c29ea8-0bef-4fe0-9a1b-851cd9674207 · outbound

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

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.621292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4b82e551-d2e7-4cd2-8ae7-789cc4268ebf · outbound

This paper cites Disentan- gling visual embeddings for attributes and objects.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Disentan- gling visual embeddings for attributes and objects

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.482541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bc09e64f-106a-4d53-96ea-d78496dadf5a · outbound

This paper cites Instant- booth: Personalized text-to-image generation without test- time finetuning.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Instant- booth: Personalized text-to-image generation without test- time finetuning

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.476193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8b9c0484-0adc-4eee-b673-e70173cf413d · outbound

This paper cites Lora vs full fine-tuning: An illusion of equivalence.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Lora vs full fine-tuning: An illusion of equivalence

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:53:38.296739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7e05af4e-9ee9-40f3-9e1c-d74cd159069c · outbound

This paper cites DINOv3.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization DINOv3

Reference 59

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T22:53:38.244109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ea23fe00-45aa-40bb-b116-d19e83632fa8 · outbound

This paper cites Saliency in vr: How do people explore virtual envi- ronments?IEEE transactions on visualization and computer graphics.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Saliency in vr: How do people explore virtual envi- ronments?IEEE transactions on visualization and computer graphics

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.488737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 01e2d0ba-1b12-4d5e-a793-fcb680953cbc · outbound

This paper cites Deep unsupervised learning using nonequilibrium thermodynamics.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Deep unsupervised learning using nonequilibrium thermodynamics

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.491642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a4894817-927a-43aa-b672-26dc9839c7ac · outbound

This paper cites Denoising Diffusion Implicit Models.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Denoising Diffusion Implicit Models

Reference 62

Resolution: verified exact; local_arxiv, observed 2026-05-16T22:53:38.261587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 714f307d-6880-4b91-9cb7-d11b8934dd3c · outbound

This paper cites Plug-and-play diffusion features for text-driven image-to-image translation.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Plug-and-play diffusion features for text-driven image-to-image translation

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.494505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 97b68e3f-2efb-4ad1-8ba2-880b7432d50d · outbound

This paper cites Attention is all you need.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Attention is all you need

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.533546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a9560e6e-7ae4-4a53-a104-676925bc60c1 · outbound

This paper cites Concept decomposition for visual exploration and inspiration.ACM TOG.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Concept decomposition for visual exploration and inspiration.ACM TOG

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.602247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1f5b9b7e-6ac3-48c7-94a3-f851c242e8b1 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 66

Resolution: verified exact; local_arxiv, observed 2026-05-16T22:53:38.307591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e5b313a4-8361-4b19-8787-61bd7a16566b · outbound

This paper cites Chi, Quoc V.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Chi, Quoc V

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.518733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0be264ba-085e-478d-b4dd-3f166f323722 · outbound

This paper cites Qwen-Image Technical Report.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Qwen-Image Technical Report

Reference 68

Resolution: verified exact; local_arxiv, observed 2026-05-16T22:53:38.300363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 82be4064-a224-49e9-b72f-b33182f31d66 · outbound

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

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Dreamomni2: Multimodal instruction-based editing and generation

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:53:38.254743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a613e3eb-e283-4b70-bfce-fbc5c2980317 · outbound

This paper cites Omnigen: Unified image genera- tion.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Omnigen: Unified image genera- tion

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.599352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8bd2d86a-179d-43f3-bf5a-1f73c4c8f3f9 · outbound

This paper cites Language-Guided Visual Perception Disentanglement for Image Quality Assessment and Conditional Image Generation.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Language-Guided Visual Perception Disentanglement for Image Quality Assessment and Conditional Image Generation

Reference 71

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:53:38.258446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation cda984eb-911b-419d-8101-fc2338d5b41c · outbound

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

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

Reference 72

Resolution: verified exact; local_arxiv, observed 2026-05-16T22:53:38.247542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b5e5538f-d825-48b0-89e6-ccdc96bb626b · outbound

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

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Adding conditional control to text-to-image diffusion models

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.497277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8f4a0a93-befd-4e33-b3a7-c2b89b62f30f · outbound

This paper cites A fixation-based 360 benchmark dataset for salient object detection.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization A fixation-based 360 benchmark dataset for salient object detection

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:53:38.503231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fa9d6c83-3baa-4219-896c-a82c8b9635fc · outbound

This paper cites PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel

Reference 75

Resolution: verified exact; local_arxiv, observed 2026-05-16T22:53:38.251173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ec9ac1c9-84d6-48f9-8219-ac02f4a241b1 · outbound

This paper cites person identity.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization person identity

Reference 76

Resolution: malformed identifier; arxiv_id, observed 2026-05-16T22:53:38.265681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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