Paper Citation Record · LEDGER

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation

As of 8 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 15 inbound Pith citation observations for arXiv:2506.21416.

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

pith.paper-citation-record.v1
2506.21416 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:31:39.642465Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T12:53:38.411642Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T13:39:50.272756Z

Reference resolution

37 of 37 outbound references displayed

verified exact0
verified fuzzy11
unresolved26
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e4570a16-3e24-490d-a1fc-597e0f9d9ac3 · outbound

This paper cites Generative adversarial nets.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation Generative adversarial nets

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:31:42.127277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8fb18fec-6931-42f9-9291-8562fecf16f8 · outbound

This paper cites Auto-Encoding Variational Bayes.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation Auto-Encoding Variational Bayes

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:36.583900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb5f2fd5-e91d-40eb-806e-f144cf46e618 · outbound

This paper cites Deep unsupervised learning using nonequilibrium thermodynamics.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation Deep unsupervised learning using nonequilibrium thermodynamics

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:31:41.948860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6c70bbc0-3f6c-4b18-8bca-2d0f1c84a552 · outbound

This paper cites Denoising diffusion probabilistic models.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation Denoising diffusion probabilistic models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:36.793772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3e54b6f-977d-43d9-a66e-d58748817776 · outbound

This paper cites Scaling rectified flow trans- formers for high-resolution image synthesis.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation Scaling rectified flow trans- formers for high-resolution image synthesis

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:36.899491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c5114f4-4c04-4c39-9bf6-7ec36c2b7f89 · outbound

This paper cites Flux: Official inference repository for flux.1 models, 2024.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation Flux: Official inference repository for flux.1 models, 2024

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:36.961397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fbe35fa-cafc-45ea-97df-c4692d0e7227 · outbound

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

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation An image is worth one word: Personalizing text-to-image generation using textual inversion

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:31:41.738609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 159babfa-0675-49ae-8b39-125559d34e9e · outbound

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

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:37.112591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f87ff64d-ad1d-4052-9bea-704555dad77c · outbound

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

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:37.221483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6511219b-c77d-4d58-8478-2534065bdb50 · outbound

This paper cites PhotoVerse: Tuning-Free Image Customization with Text-to-Image Diffusion Models.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation PhotoVerse: Tuning-Free Image Customization with Text-to-Image Diffusion Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:37.284527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8f0840b-cc97-4efc-9975-c8ca26b8a315 · outbound

This paper cites OminiControl: Minimal and Universal Control for Diffusion Transformer.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation OminiControl: Minimal and Universal Control for Diffusion Transformer

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:37.369398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 014d59ee-aa01-4d8d-ab3c-afd2cc834df1 · outbound

This paper cites UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:37.447843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f96b9a0a-e68f-47f6-ae2c-98ae8c6a048d · outbound

This paper cites Less-to-More Generalization: Unlocking More Controllability by In-Context Generation.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation Less-to-More Generalization: Unlocking More Controllability by In-Context Generation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:37.542461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49598c4f-28c7-42dc-9b1b-eb3c294c4036 · outbound

This paper cites Dreamo: A unified framework for image customization.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation Dreamo: A unified framework for image customization

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:37.601156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26b22ae6-6a67-4a54-b659-2e7e3f0773df · outbound

This paper cites Scalable diffusion models with transformers.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation Scalable diffusion models with transformers

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:37.643202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d829d934-7f9a-4273-ad6c-6d7012e20903 · outbound

This paper cites A style-based generator architecture for generative adversarial networks.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation A style-based generator architecture for generative adversarial networks

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:37.696393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 232c08e2-2e84-487c-ab27-c5aa14d0faa5 · outbound

This paper cites Designing an encoder for stylegan image manipulation.ACM Transactions on Graphics (TOG), 40(4):1–14, 2021.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation Designing an encoder for stylegan image manipulation.ACM Transactions on Graphics (TOG), 40(4):1–14, 2021

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:31:41.531963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8ea6dd3d-a355-4dc3-a39b-3a54ec5f80d5 · outbound

This paper cites Ganspace: Discovering interpretable gan controls.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation Ganspace: Discovering interpretable gan controls

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:31:41.322231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 52db1cd3-ed70-4cc6-bf8c-b375d71af0f7 · outbound

This paper cites Encoding in style: a stylegan encoder for image-to-image translation.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation Encoding in style: a stylegan encoder for image-to-image translation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:37.904851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63192005-370f-4988-bde6-26998597e266 · outbound

This paper cites Pivotal tuning for latent-based editing of real images.ACM Transactions on graphics (TOG), 42(1):1–13, 2022.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation Pivotal tuning for latent-based editing of real images.ACM Transactions on graphics (TOG), 42(1):1–13, 2022

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:31:41.081831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b4da9b7a-6c5f-4b42-b36f-7097e7b81195 · outbound

This paper cites In-domain gan inversion for real image editing.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation In-domain gan inversion for real image editing

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:31:40.885707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3dab4c66-e729-46c7-87a8-dd4deb3fe3af · outbound

This paper cites Film: Visual reasoning with a general conditioning layer.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation Film: Visual reasoning with a general conditioning layer

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:38.296097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c872b78-359f-4561-8a1b-f038e971f4b6 · outbound

This paper cites TokenVerse: Versatile Multi-concept Personalization in Token Modulation Space.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation TokenVerse: Versatile Multi-concept Personalization in Token Modulation Space

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:38.434050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d18dd4d-e6a2-4c3f-9b5b-fa3871114d64 · outbound

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

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation Learning transferable visual models from natural language supervision

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:38.586255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8faf2a2-c291-4ff2-aac2-50afb7b9af38 · outbound

This paper cites Flamingo: a visual language model for few-shot learning.Advances in neural information processing systems, 35: 23716–23736, 2022.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation Flamingo: a visual language model for few-shot learning.Advances in neural information processing systems, 35: 23716–23736, 2022

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:38.748794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6ccbcd1-7eec-4f9f-9816-f38436d43d8f · outbound

This paper cites Florence-2: Advancing a unified representation for a variety of vision tasks.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation Florence-2: Advancing a unified representation for a variety of vision tasks

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:38.845612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa057ec5-667f-42dd-8281-30edb7310c8f · outbound

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

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation SAM 2: Segment Anything in Images and Videos

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:38.955842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bef5d56a-ffae-4352-a18e-16f927a2d838 · outbound

This paper cites DINOv2: Learning Robust Visual Features without Supervision.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation DINOv2: Learning Robust Visual Features without Supervision

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:39.025304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad9308bd-0d90-4c40-9088-81af9a9850b5 · outbound

This paper cites Lora: Low-rank adaptation of large language models.ICLR, 1 (2):3, 2022.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation Lora: Low-rank adaptation of large language models.ICLR, 1 (2):3, 2022

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:39.091950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a08f6626-0509-4dec-b39f-f9948e1c75b7 · outbound

This paper cites Dreambench++: A human-aligned benchmark for personalized image generation.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation Dreambench++: A human-aligned benchmark for personalized image generation

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:31:40.710770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 382fe658-2f9f-42a0-8064-1f434393b4aa · outbound

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

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:39.198887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3678e2e0-4235-406e-9d52-98dcd8a0673c · outbound

This paper cites Arcface: Additive angular margin loss for deep face recognition.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation Arcface: Additive angular margin loss for deep face recognition

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:31:40.514199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7bec32a5-3960-47ef-9241-ca029922e028 · outbound

This paper cites Aesthetic predictor v2.5: Siglip-based aesthetic score predictor.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation Aesthetic predictor v2.5: Siglip-based aesthetic score predictor

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:31:40.329806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cd942f24-4cfc-4ea0-995f-1cb464a3073f · outbound

This paper cites Ms-diffusion: Multi- subject zero-shot image personalization with layout guidance.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation Ms-diffusion: Multi- subject zero-shot image personalization with layout guidance

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:39.412245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4a49b79-f5dd-4167-954b-0cedaf21bb2d · outbound

This paper cites Resolving multi- condition confusion for finetuning-free personalized image generation.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation Resolving multi- condition confusion for finetuning-free personalized image generation

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:31:40.140747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d52336b2-704b-48e2-9341-70681ce8c7e4 · outbound

This paper cites OmniGen: Unified Image Generation.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation OmniGen: Unified Image Generation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:39.566138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6695ebe-3967-4611-900a-7da26f6548a4 · outbound

This paper cites OmniGen2: Towards Instruction-Aligned Multimodal Generation.

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation OmniGen2: Towards Instruction-Aligned Multimodal Generation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:39.642465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 0cf400a6-efad-4964-a0b9-38b718e0c123 · inbound

FocusDPO: Dynamic Preference Optimization for Multi-Subject Personalized Image Generation via Adaptive Focus cites this paper.

FocusDPO: Dynamic Preference Optimization for Multi-Subject Personalized Image Generation via Adaptive Focus XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T12:53:38.411642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fd33aeb-613c-48d9-b8e6-543cfa57ce5f · inbound

MOSAIC: Multi-Subject Personalized Generation via Correspondence-Aware Alignment and Disentanglement cites this paper.

MOSAIC: Multi-Subject Personalized Generation via Correspondence-Aware Alignment and Disentanglement XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T12:04:28.875711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19927f7f-b8c2-4d30-b728-7f6573860d98 · inbound

EditIDv2: Editable ID Customization with Data-Lubricated ID Feature Integration for Text-to-Image Generation cites this paper.

EditIDv2: Editable ID Customization with Data-Lubricated ID Feature Integration for Text-to-Image Generation XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T05:19:59.576677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65abac06-99d6-4a96-99e5-8bbec1b5019b · inbound

UMO: Scaling Multi-Identity Consistency for Image Customization via Matching Reward cites this paper.

UMO: Scaling Multi-Identity Consistency for Image Customization via Matching Reward XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T23:06:09.033237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52d119ce-1930-42b7-b741-8ea8dd5fcf5d · inbound

Adversarial Concept Distillation for One-Step Diffusion Personalization cites this paper.

Adversarial Concept Distillation for One-Step Diffusion Personalization XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-18T04:50:53.769526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 39f2e4af-cbc7-4c2a-b997-d543aab3f810 · inbound

PSR: Scaling Multi-Subject Personalized Image Generation with Pairwise Subject-Consistency Rewards cites this paper.

PSR: Scaling Multi-Subject Personalized Image Generation with Pairwise Subject-Consistency Rewards XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:51:29.393701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9d60235d-6d44-4dd0-a4d0-d9c40dc4487b · inbound

Scone: Bridging Composition and Distinction in Subject-Driven Image Generation via Unified Understanding-Generation Modeling cites this paper.

Scone: Bridging Composition and Distinction in Subject-Driven Image Generation via Unified Understanding-Generation Modeling XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:41:19.250140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 77d8101a-9bd5-4e66-97ac-aefe3bfd821c · inbound

Scone: Bridging Composition and Distinction in Subject-Driven Image Generation via Unified Understanding-Generation Modeling cites this paper.

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T16:37:04.207705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21c8b8d1-1359-4227-9cce-028b245b611d · inbound

InstructMoLE: Instruction-Guided Mixture of Low-rank Experts for Multi-Conditional Image Generation cites this paper.

InstructMoLE: Instruction-Guided Mixture of Low-rank Experts for Multi-Conditional Image Generation XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-16T19:11:11.492007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4b8f698b-0c51-40e3-98f9-4e44c4be5dc1 · inbound

Hierarchical Concept-to-Appearance Guidance for Multi-Subject Image Generation cites this paper.

Hierarchical Concept-to-Appearance Guidance for Multi-Subject Image Generation XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T05:01:41.368190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdb99f14-0731-46ed-a3c3-425c3c4247cd · inbound

Premier: Personalized Preference Modulation with Learnable User Embedding in Text-to-Image Generation cites this paper.

Premier: Personalized Preference Modulation with Learnable User Embedding in Text-to-Image Generation XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-15T07:19:49.464581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0a8a5e6e-c8fa-4f6f-bb05-2a5876052da7 · inbound

Training-Free Image Editing with Visual Context Integration and Concept Alignment cites this paper.

Training-Free Image Editing with Visual Context Integration and Concept Alignment XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:05:47.713675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4768bda1-a6a7-4c3a-b08e-267986581324 · inbound

UniVerse: A Unified Modulation Framework for Segmentation-Free,Disentangled Multi-Concept Personalization cites this paper.

UniVerse: A Unified Modulation Framework for Segmentation-Free,Disentangled Multi-Concept Personalization XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:26:00.759415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 72f3ce7d-6bfe-4b89-87ca-9a5d9fbfc7fb · inbound

Scaling Multi-Reference Image Generation with Dynamic Reward Optimization cites this paper.

Scaling Multi-Reference Image Generation with Dynamic Reward Optimization XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-04T13:39:50.274596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 494b16af-ea7a-4c42-a8ad-556cc7f39c60 · inbound

MIBE: Multi-subject Interaction Benchmark and Evaluator for Personalized Image Generation cites this paper.

MIBE: Multi-subject Interaction Benchmark and Evaluator for Personalized Image Generation XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-03T21:08:57.537513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.