Paper Citation Record · LEDGER

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

As of 20 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 2026-08-20T06:33:59.587034+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
parse uncertain0
malformed identifier0
metadata mismatch0

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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+00:00.