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Paper Citation Record · LEDGER

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models

As of 7 August 2026, this Paper Citation Record lists 88 of 88 outbound references and 0 inbound Pith citation observations for arXiv:2605.12138.

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

pith.paper-citation-record.v1
2605.12138 v1

Coverage vector

measured 88 of 88 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-13T07:34:41.000570Z

measured 88 of 88 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

88 of 88 outbound references displayed

  • verified exact34
  • verified fuzzy48
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a767b8e9-ad2d-4134-98d3-b7e30397cce8 · outbound

This paper cites GPT-4 Technical Report.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models GPT-4 Technical Report

Reference 1

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 4dade52c-7dee-4903-8a25-005c3f61a096 · outbound

This paper cites Qwen2.5-VL Technical Report.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Qwen2.5-VL Technical Report

Reference 2

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verified exact
local_arxiv, observed 2026-05-13T07:37:29.483235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 0fe21483-da4f-4321-9c21-f71933416267 · outbound

This paper cites Improving image generation with better captions.Computer Science.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Improving image generation with better captions.Computer Science

Reference 3

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 290d461e-763b-4ee3-be89-cc65c3474797 · outbound

This paper cites Relactrl: Relevance-guided efficient control for diffusion transformers.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Relactrl: Relevance-guided efficient control for diffusion transformers

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-13T07:37:29.624559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 08367164-7dfb-4712-bcaa-eb0952cc5622 · outbound

This paper cites Prod- uct2img: Prompt-free e-commerce product background gen- eration with diffusion model and self-improved lmm.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Prod- uct2img: Prompt-free e-commerce product background gen- eration with diffusion model and self-improved lmm

Reference 5

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation dd12e825-7d11-4292-89db-a8c3eaec0c13 · outbound

This paper cites Maxmin-rlhf: Towards equitable alignment of large language models with diverse human preferences.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Maxmin-rlhf: Towards equitable alignment of large language models with diverse human preferences

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.257558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation eb6a1207-0c7b-4ef5-af21-7ef99a52db42 · outbound

This paper cites Enhancing Prompt Following with Visual Control Through Training-Free Mask-Guided Diffusion.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Enhancing Prompt Following with Visual Control Through Training-Free Mask-Guided Diffusion

Reference 7

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verified exact
arxiv_id, observed 2026-05-13T07:37:29.619095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 2b444954-77d5-447d-af8e-affa99f1dbf7 · outbound

This paper cites T-Stars-Poster: A Framework for Product-Centric Advertising Image Design.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models T-Stars-Poster: A Framework for Product-Centric Advertising Image Design

Reference 8

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verified exact
arxiv_id, observed 2026-05-13T07:37:29.641086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 304e948c-e071-409e-be0c-0d6ad00a7288 · outbound

This paper cites HLLM-Creator: Hierarchical LLM-based Personalized Creative Generation.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models HLLM-Creator: Hierarchical LLM-based Personalized Creative Generation

Reference 9

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arxiv_id, observed 2026-05-13T07:37:29.493607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 09bde2ce-4e84-4898-b22a-742ce083b836 · outbound

This paper cites Enhancing uncertainty modeling with semantic graph for hallucination detection.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Enhancing uncertainty modeling with semantic graph for hallucination detection

Reference 10

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verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.144044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation a765c17d-8867-4e9e-8462-518b3009a40d · outbound

This paper cites Pog: personalized outfit generation for fashion recommendation at alibaba ifashion.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Pog: personalized outfit generation for fashion recommendation at alibaba ifashion

Reference 11

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verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.293127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 3633daac-73ec-40c4-b819-3c7ced55f31d · outbound

This paper cites An empirical study of training self-supervised vision transformers.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models An empirical study of training self-supervised vision transformers

Reference 12

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verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.185698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:382c71598389d176e509a349e1364c2059f7ca98fc8c3fcab4ddb6c8459830b2

Observation d8a496e9-c05a-42ab-a437-b59bb6fe471e · outbound

This paper cites Ctr-driven advertising image generation with multimodal large language models.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Ctr-driven advertising image generation with multimodal large language models

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.160104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 4f699e60-af88-430c-bf00-ea6006f8817f · outbound

This paper cites Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-05-13T07:37:29.567980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation badc69f1-39d1-4426-ada2-3893880d96f2 · outbound

This paper cites Context-Aware Autoregressive Models for Multi-Conditional Image Generation.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Context-Aware Autoregressive Models for Multi-Conditional Image Generation

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-13T07:37:29.562067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:0b726156881aa35b9218615989e74103484495491186cd60de97bb0481b17ffb

Observation 496e284a-16a5-450b-ba35-5a31d33e07e0 · outbound

This paper cites CTR-Driven Ad Text Generation via Online Feedback Preference Optimization.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models CTR-Driven Ad Text Generation via Online Feedback Preference Optimization

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-13T07:37:29.613636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation a5e34042-3b7e-4dbc-b9f6-036e9b129c8f · outbound

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

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Reproducible scal- ing laws for contrastive language-image learning

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.110779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation ea41cd29-223b-4b30-9791-304ba86d5343 · outbound

This paper cites Towards reliable advertising image generation us- ing human feedback.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Towards reliable advertising image generation us- ing human feedback

Reference 18

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verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.107480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 481d1cec-7323-49d5-92b1-3915dd5ead76 · outbound

This paper cites Scaling recti- fied flow transformers for high-resolution image synthesis.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Scaling recti- fied flow transformers for high-resolution image synthesis

Reference 19

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verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.133385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation dffb782b-7561-4ea2-9743-2a3e0db41b34 · outbound

This paper cites Autopp: Towards automated product poster generation and optimization.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Autopp: Towards automated product poster generation and optimization

Reference 20

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verified exact
arxiv_id, observed 2026-05-13T07:37:29.590820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 769b1f48-7cf3-4851-a328-31d7626e582e · outbound

This paper cites Postermaker: Towards 9 high-quality product poster generation with accurate text rendering.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Postermaker: Towards 9 high-quality product poster generation with accurate text rendering

Reference 21

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verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.167289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 6c0f6286-6790-442c-9eb7-35daee60e8a5 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 22

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verified exact
local_arxiv, observed 2026-05-13T07:37:29.478531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 9c5151ac-7359-40fe-93a4-38f0704d661d · outbound

This paper cites Controlthinker: Unveiling latent semantics for controllable image generation through visual reasoning.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Controlthinker: Unveiling latent semantics for controllable image generation through visual reasoning

Reference 23

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 00d07bf0-4583-4473-9d7c-1ea0b4b0883b · outbound

This paper cites The movielens datasets: History and context.Acm transactions on interac- tive intelligent systems (tiis), 5(4):1–19.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models The movielens datasets: History and context.Acm transactions on interac- tive intelligent systems (tiis), 5(4):1–19

Reference 24

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 9a2bb7c0-bff3-4edb-8c97-63458ae7ff41 · outbound

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

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Lora: Low-rank adaptation of large language models.ICLR, 1(2):3

Reference 25

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raw_fallback, observed 2026-05-13T08:12:33.216299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation f11af406-e8b7-4b93-ba4c-32ed03f8c458 · outbound

This paper cites Improving generative ad text on facebook using reinforcement learning.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Improving generative ad text on facebook using reinforcement learning

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-13T07:37:29.449356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 45b49070-70f9-4c8e-8740-d0f203e26a7b · outbound

This paper cites Towards improving coherence and diversity of slogan generation.Natural Language Engineering, 29(2):254–286.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Towards improving coherence and diversity of slogan generation.Natural Language Engineering, 29(2):254–286

Reference 27

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raw_fallback, observed 2026-05-13T08:12:33.199218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation ceb09908-26da-4c87-9180-e1c4e121844e · outbound

This paper cites Cobart: controlled, optimized, bidirectional and auto- regressive transformer for ad headline generation.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Cobart: controlled, optimized, bidirectional and auto- regressive transformer for ad headline generation

Reference 28

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verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.087760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 4d7146a5-6653-49ad-87e9-215916e78495 · outbound

This paper cites Pick-a-pic: An open dataset of user preferences for text-to-image generation.Ad- vances in neural information processing systems, 36:36652– 36663.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Pick-a-pic: An open dataset of user preferences for text-to-image generation.Ad- vances in neural information processing systems, 36:36652– 36663

Reference 29

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verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.079812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:12e0b8212ab67638d3fb0dd04efba83449417f6ce6758d0fcb82e9176faa69c5

Observation d9cc1d3f-abed-4fe0-8f87-f9c1fcec7aad · outbound

This paper cites Flux.https://github.com/ black-forest-labs/flux.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Flux.https://github.com/ black-forest-labs/flux

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.279639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation b3da0e41-09ca-4d6d-8847-275f99e75f89 · outbound

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

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space

Reference 31

Resolution
verified exact
local_arxiv, observed 2026-05-13T07:37:29.504289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation c2d724da-ba3f-441d-a524-11f4a9a7b8ea · outbound

This paper cites Relation-aware diffusion model for controllable poster layout generation.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Relation-aware diffusion model for controllable poster layout generation

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.191493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:c71690d653294932dcf3082c5ed5d2ea38b44268ca2b0c2bd864d5e0d60fb46b

Observation c5b907d8-20b1-45a4-9852-14968fcac09b · outbound

This paper cites Culg: Commer- cial universal language generation.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Culg: Commer- cial universal language generation

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.228760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:40d075b0e92e55a569c33f28a206b8703637a04cef5e4ea2dbfdc2dbaf5a7149

Observation 770d832f-c595-4ecd-a7c2-b484d7319848 · outbound

This paper cites ControlVAR: Exploring Controllable Visual Autoregressive Modeling.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models ControlVAR: Exploring Controllable Visual Autoregressive Modeling

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-13T07:37:29.556260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:ae8e7ec20f5ea99c793b6a626d868526afab38e3831b4f3a778f9b3a9ecad361

Observation 234548bc-a170-4fd4-899c-8b6ac70478db · outbound

This paper cites Planning and Rendering: Towards Product Poster Generation with Diffusion Models.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Planning and Rendering: Towards Product Poster Generation with Diffusion Models

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-05-13T07:37:29.574447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:58afa7e6fb3478fa016818de78f26cce420361c0f907ee9fbec0825f610084f1

Observation e4c4c506-5f26-46e5-928e-e50d03ce5253 · outbound

This paper cites ControlAR: Controllable Image Generation with Autoregressive Models.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models ControlAR: Controllable Image Generation with Autoregressive Models

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-05-13T07:37:29.510818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:ccc300c91076374cd3e8c22ac103a5fcffa2c288f16734def1baa4fe262c19c3

Observation d68676d8-11b7-4e0f-a4f0-c339457def9a · outbound

This paper cites Rouge: A package for automatic evaluation of summaries.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Rouge: A package for automatic evaluation of summaries

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.232886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:b1d1a018c99fe5ced2713e07046c04bc168b1e32eb7dae0e7e438aa3ffba95e5

Observation fb07ad85-05ba-4dcf-944f-5e0c696ea4e5 · outbound

This paper cites Autoposter: A highly automatic and content-aware design system for ad- vertising poster generation.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Autoposter: A highly automatic and content-aware design system for ad- vertising poster generation

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.236823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:a41d465fbd519802a2f97328736e3fda218859d0a7922d50a1b76edd2e246df9

Observation dde29751-4520-4c69-9b3c-3e7fe0a18ffb · outbound

This paper cites RAGAR: Retrieval Augmented Personalized Image Generation Guided by Recommendation.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models RAGAR: Retrieval Augmented Personalized Image Generation Guided by Recommendation

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-05-13T07:37:29.608301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:46092a9734a5ecd8342d21182c4332ea673ea0ff7656b2cdc5cc4e944be9cbac

Observation e202f6df-46bd-4e24-b21f-5b1b3bf30b04 · outbound

This paper cites Ser30k: A large-scale dataset for sticker emotion recognition.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Ser30k: A large-scale dataset for sticker emotion recognition

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.095270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:5a1a7afcf97266605949aeb187c09826cd368283b63e1206dfa142c9814bbcf1

Observation 0f5e8363-1020-47cb-96a8-b1c11cedfec3 · outbound

This paper cites Uni-layout: Integrating human feedback in unified layout generation and evaluation.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Uni-layout: Integrating human feedback in unified layout generation and evaluation

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.249215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:e15a149fa75753b6f66dd5cf7ed06fd8ab792b93d0928dc68252312db6922a31

Observation 8e082951-ea23-4293-8b04-b18234275518 · outbound

This paper cites One size, many fits: Aligning diverse group-wise click preferences in large-scale advertising image generation.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models One size, many fits: Aligning diverse group-wise click preferences in large-scale advertising image generation

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-05-13T07:37:29.454720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:2aac2540d54e0d42f472766de02e2f287febd651d57be35b9a03022361284040

Observation c3faebe7-a3a0-440c-9522-9d596b315e93 · outbound

This paper cites Lay2story: extending diffu- sion transformers for layout-togglable story generation.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Lay2story: extending diffu- sion transformers for layout-togglable story generation

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.156617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:6e212e3c66230b513bb75556797c3200fe5547882f67657010e8d1191bc0d7f6

Observation c95088e6-30e7-45c8-9682-977611d9fc5e · outbound

This paper cites AdParaphrase: Paraphrase Dataset for Analyzing Linguistic Features toward Generating Attractive Ad Texts.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models AdParaphrase: Paraphrase Dataset for Analyzing Linguistic Features toward Generating Attractive Ad Texts

Reference 44

Resolution
verified exact
arxiv_id, observed 2026-05-13T07:37:29.466331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:927847112105c44b66364703f5081a1830ac2067aa4a5b05b82c5d17b6430e9f

Observation 807dbb10-ba7c-4d47-83f4-1566b15b6b28 · outbound

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

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models DINOv2: Learning Robust Visual Features without Supervision

Reference 45

Resolution
verified exact
local_arxiv, observed 2026-05-13T07:37:29.544203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:7286961d90b32771a8b8237c89103beb38b2034dd36fc7998c257cd7caa57504

Observation c23e17bb-367c-4411-bc05-2da970738879 · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Bleu: a method for automatic evaluation of machine translation

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.224428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:4d5f2c3e5e36a62f9ff377db1ec80e48e9dc64c33339afe4fb3b5e5116d6e076

Observation bf71b125-0a12-4aa6-883d-a6bbe7e8ec92 · outbound

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

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-05-13T07:37:29.516162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:fe6741db2fba919d848fc955dff9fd07da72c8b542ae3cf8441300155594765b

Observation c0a468b2-2a54-444c-a952-cced63c5cf83 · outbound

This paper cites Qwen2.5 technical report.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Qwen2.5 technical report

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.240920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:c06072ff23e23783bd54916093a0b532de4dc0095b78b21c1cab03f7f69a3808

Observation 17247767-19ff-49b0-8d67-2f68c09af810 · outbound

This paper cites Language models are unsu- pervised multitask learners.OpenAI blog, 1(8):9.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Language models are unsu- pervised multitask learners.OpenAI blog, 1(8):9

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.129154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:a1a410c23ec0a039f2a873a5c6399e18f0723522c40c0d2c95351217bc746f9a

Observation 2143b26f-9f04-4e83-a876-03c82ea4a8ca · outbound

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

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 50

Resolution
verified exact
local_arxiv, observed 2026-05-13T07:37:29.549792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:15faea32f2ce42d73e971dd37a0ecf516026363d85ab69c803b5c188ad96e6d4

Observation 1bbd2ef2-7a46-4567-abf2-1084e11068bf · outbound

This paper cites Group robust preference optimization in reward- free rlhf.Advances in Neural Information Processing Sys- tems, 37:37100–37137.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Group robust preference optimization in reward- free rlhf.Advances in Neural Information Processing Sys- tems, 37:37100–37137

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.207669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:7ecb9105759c691ff3c8c9e65eca6d31e4ace6bd865c2f1fb17de2b5b88caf6a

Observation a073f09e-1e2b-48d7-9477-16039fdb4b88 · outbound

This paper cites Grounded sam: Assembling open-world models for diverse visual tasks.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Grounded sam: Assembling open-world models for diverse visual tasks

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.100048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:bad5893d54c509d0c54d21d67ebdf3fe1b97390fa66c3d7ce0de61ad8e4eb521

Observation e392ae3f-533b-4498-9ebb-473bb6156101 · outbound

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

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models High-resolution image synthesis with latent diffusion models

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.195116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:7ea8508a150ad632db128fe490fe993cfbaaba622fa319c137074da1f29e952a

Observation de301987-9a92-4460-af47-201317250e7e · outbound

This paper cites Clip+mlp aesthetic score pre- dictor.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Clip+mlp aesthetic score pre- dictor

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.245197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:3b78771d5465dd4c86c6171d8300e912e09523a09e5810747135a5ff8b0a8ff0

Observation b99b8e73-2921-42e6-97d7-0c5013b54c44 · outbound

This paper cites Controllable and diverse text generation in e-commerce.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Controllable and diverse text generation in e-commerce

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.171618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:554cbdde9656b753f169c00823dd90c48a0cf3b6fefd97cd6195cfd0d4ee868d

Observation cf5afc25-d900-4c74-a18e-e02bdebc3d1c · outbound

This paper cites AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts

Reference 56

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T07:37:29.630884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:11773aa8631d97620ea674e320377a269ec54f6d4a20980f3e92a691b9c78d0e

Observation 6f2f8339-d350-4b04-b7e0-a43bf8442408 · outbound

This paper cites DINOv3.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models DINOv3

Reference 57

Resolution
metadata mismatch
local_arxiv, observed 2026-05-13T07:37:29.602453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:9cf1f4063b55daede8886bec344f91017b95dc654e0bf6dcafaf1c72f1ef6891

Observation e1ba3bed-61be-4c61-9348-55e37b529bc1 · outbound

This paper cites Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 58

Resolution
verified exact
local_arxiv, observed 2026-05-13T07:37:29.532704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:dce8499068c3e678d135b53b418950d2f186129acf19f20b79604e57acf5dcb2

Observation 997a1310-fdeb-4d2b-b7a8-60bf7e5c7bcb · outbound

This paper cites Minimal Impact ControlNet: Advancing Multi-ControlNet Integration.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Minimal Impact ControlNet: Advancing Multi-ControlNet Integration

Reference 59

Resolution
verified exact
arxiv_id, observed 2026-05-13T07:37:29.499413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:b5b96cd294a46c27d7d1ad5d753f9b11da2e14d97ba4645e91c541787053f672

Observation 8d772727-d336-46fa-a63d-588ca096057b · outbound

This paper cites Attention is all you need.Advances in neural information processing systems, 30.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Attention is all you need.Advances in neural information processing systems, 30

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.091308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:00e56e26a9974138d7f7c817c403fdfade4f9334858a4da05c03235f485df30a

Observation ab9545aa-403b-43ea-a7f9-e02e23742948 · outbound

This paper cites Beyond Quality: Unlocking Diversity in Ad Headline Generation with Large Language Models.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Beyond Quality: Unlocking Diversity in Ad Headline Generation with Large Language Models

Reference 61

Resolution
verified exact
arxiv_id, observed 2026-05-13T07:37:29.460180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:64d1b93c89cbcc42d2d6c64b0b464bfb45b2bfa877e812e160655bf06310d058

Observation 9fe475f7-bebc-4ce9-9f8c-f03a65d844b6 · outbound

This paper cites Gen- erate e-commerce product background by integrating cate- gory commonality and personalized style.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Gen- erate e-commerce product background by integrating cate- gory commonality and personalized style

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.265819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:e949ce78fcdb1ccb32bc3be38673a9b87e337ced24852b8669f85023378b9a6e

Observation 4cfde8fc-ebdb-4168-87e0-95baaae52e96 · outbound

This paper cites WISA: World Simulator Assistant for Physics-Aware Text-to-Video Generation.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models WISA: World Simulator Assistant for Physics-Aware Text-to-Video Generation

Reference 63

Resolution
verified exact
arxiv_id, observed 2026-05-13T07:37:29.596827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:9759e17f0d180edcdc80e9df8d0f1034f1a18fd8668fb393d6255fbc8954a605

Observation 6a85968e-bcbd-4bde-ac6b-5a98c337028f · outbound

This paper cites Imagen editor and editbench: Advancing and evaluating text-guided im- age inpainting.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Imagen editor and editbench: Advancing and evaluating text-guided im- age inpainting

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.253402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:e5d536fae368b2fa5c65937e859605ffbc13303e19b5d21decdbba0814643114

Observation 6107f128-05a6-4c06-8439-288f2cc2efac · outbound

This paper cites Adstereo: Efficient stereo matching with adaptive downsampling and disparity alignment.IEEE Transactions on Image Processing.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Adstereo: Efficient stereo matching with adaptive downsampling and disparity alignment.IEEE Transactions on Image Processing

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.115160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:94103c60d426db5a73711621437da71f257a6cecd2934be5c44d50593d8362ab

Observation ea2497cc-10f1-4428-8f57-2865c0b7abdc · outbound

This paper cites Dualnet: Ro- bust self-supervised stereo matching with pseudo-label su- pervision.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Dualnet: Ro- bust self-supervised stereo matching with pseudo-label su- pervision

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.288425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:171977fd89f4405dd652c15b9a7fbbcee8d2ccb43723d3a21617aa7d35cb0596

Observation b0042573-6f6a-4875-ba89-52464f2e5add · outbound

This paper cites CREATER: CTR-driven Advertising Text Generation with Controlled Pre-Training and Contrastive Fine-Tuning.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models CREATER: CTR-driven Advertising Text Generation with Controlled Pre-Training and Contrastive Fine-Tuning

Reference 67

Resolution
verified exact
arxiv_id, observed 2026-05-13T07:37:29.488296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:de5cdc880ca4122df2cb48335176d22e22fc745bee0b64257cd9de9bc4e6818f

Observation 94e655fb-5b48-4966-9934-6799256c3e78 · outbound

This paper cites Janus: Decoupling visual encod- ing for unified multimodal understanding and generation.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Janus: Decoupling visual encod- ing for unified multimodal understanding and generation

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.284207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:b547680a3f790b9c4f753854a08630605df813729e63f24dfba0e598dc73298c

Observation 3f58edb3-4a25-4027-9fd1-cdce8258f328 · outbound

This paper cites Lumina-mGPT 2.0: Stand-Alone AutoRegressive Image Modeling.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Lumina-mGPT 2.0: Stand-Alone AutoRegressive Image Modeling

Reference 69

Resolution
verified exact
arxiv_id, observed 2026-05-13T07:37:29.646915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:df47d362c2e99779750b0f83438bb8aa10f1137d5d965789d9fbc14285ba0d82

Observation 50f8f36b-b8ef-4fac-a7fd-278fffaab17c · outbound

This paper cites Imagere- ward: Learning and evaluating human preferences for text- to-image generation.Advances in Neural Information Pro- cessing Systems, 36:15903–15935.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Imagere- ward: Learning and evaluating human preferences for text- to-image generation.Advances in Neural Information Pro- cessing Systems, 36:15903–15935

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.119547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:aa35030ee06fce5f0ef60717d8ac119e1121543bdcb8e1a501b1d1c9d6879682

Observation b73e8cd1-1cb7-4417-8176-349c8faebbcf · outbound

This paper cites Scalar: Scale-wise controllable visual autoregressive learning.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Scalar: Scale-wise controllable visual autoregressive learning

Reference 71

Resolution
verified exact
arxiv_id, observed 2026-05-13T07:37:29.443308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:a0503892c1ec1a648e87aea733a153aa08f48ee98dc92fd32594fa1faa238de5

Observation d726350a-5c8c-402d-9bb3-b644e8685b05 · outbound

This paper cites Personalized image generation with large multimodal models.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Personalized image generation with large multimodal models

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.261698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:6cb03062800778e278b95bf4660161ddc7d8716bac6c10e70be5b8b3bbaaef70

Observation 73e2ade0-8128-4bbe-9130-9919da29e257 · outbound

This paper cites Qwen3 Technical Report.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Qwen3 Technical Report

Reference 73

Resolution
verified exact
local_arxiv, observed 2026-05-13T07:37:29.585323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:0628d2a94c6617fb3413c25678aefe911168a4d28005d8286eec06866f971993

Observation 8b776c91-f219-474d-826b-0df0bd649ea6 · outbound

This paper cites A new creative generation pipeline for click- through rate with stable diffusion model.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models A new creative generation pipeline for click- through rate with stable diffusion model

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.219932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:c3caa14d5968bc235c300b391f2f2f036ba891c248634ddf2156fd337d67f4dc

Observation 7ade7d35-1fb2-4898-b70f-35852bb94952 · outbound

This paper cites CAR: Controllable Autoregressive Modeling for Visual Generation.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models CAR: Controllable Autoregressive Modeling for Visual Generation

Reference 75

Resolution
verified exact
arxiv_id, observed 2026-05-13T07:37:29.472750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:56c12746973491d5e5daf07b71d071083cfeeb75a51d90139e310111b110aee3

Observation b70ff3f6-4854-4e41-bb57-15543cc94ee3 · outbound

This paper cites Attribute Alignment: Controlling Text Generation from Pre-trained Language Models.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Attribute Alignment: Controlling Text Generation from Pre-trained Language Models

Reference 76

Resolution
verified exact
arxiv_id, observed 2026-05-13T07:37:29.527300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:78e08eaccfe15c547119f8be284eddf1cc35fea48437804f11898a947184ee82

Observation 91257f88-86fb-4d3c-be8e-c35a61d7ec91 · outbound

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

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Adding conditional control to text-to-image diffusion models

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.212166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:3d767c4a0cd81490388471de64b9372df5a39428ebbe6f7b5e3e7f5a860e614b

Observation 578b3c4c-6443-459b-b97e-52934de85625 · outbound

This paper cites U-StyDiT: Ultra-high Quality Artistic Style Transfer Using Diffusion Transformers.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models U-StyDiT: Ultra-high Quality Artistic Style Transfer Using Diffusion Transformers

Reference 78

Resolution
verified exact
arxiv_id, observed 2026-05-13T07:37:29.636027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:9f0e46236325426bbe935680246fab6a13cde97ae022b8dde3fe371e44ac0fad

Observation 1f2bfdd2-9075-4fa6-94e4-662dcd1df4e4 · outbound

This paper cites DreamPainter: Image Background Inpainting for E-commerce Scenarios.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models DreamPainter: Image Background Inpainting for E-commerce Scenarios

Reference 79

Resolution
verified exact
arxiv_id, observed 2026-05-13T07:37:29.538662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:ae3099f907552270c8bf87fd80c9ccbace4d313efdb0e8128318bc75796ce487

Observation 722b3b52-aad9-47ef-a33c-9ad471c4fc04 · outbound

This paper cites an unresolved cited work.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-05-13T08:12:33.274834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:ccabfe326c543a801fa872cf7993c6118ecd8f668a0882b38378c795c109e8b1

Observation a7ac3d74-3213-4e47-bcdd-7faf45e9dbbe · outbound

This paper cites course synchronization.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models course synchronization

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.123992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:c460764a622e5f6442215371552b4746c50d430a88b57908356f7e72b29f0700

Observation 0435989b-12a7-4bfc-8f03-9cdfa37be5ed · outbound

This paper cites 11, while image prompts are generated by QwenVL/GPT-4o using various templates in Fig.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models 11, while image prompts are generated by QwenVL/GPT-4o using various templates in Fig

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.140244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:2514ccc9d51cd19f50e617b936fed4e9d4ed2b0b6967d8e60c46ff88c2143de8

Observation 068e0d15-39a9-4822-8f33-6cb8d532c4ae · outbound

This paper cites an unresolved cited work.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-05-13T08:12:33.103614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:d91161c23c619f013b4a9b63cde5b24c78750e4a86de3d42b612cd54321ac13a

Observation bc5be1a8-57b3-49db-9b45-72debde6ce10 · outbound

This paper cites row 2 in Fig.15) and tends to directly replicate his- torical content rather than extracting user preferences, resulting in significant deviations from actual clicks.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models row 2 in Fig.15) and tends to directly replicate his- torical content rather than extracting user preferences, resulting in significant deviations from actual clicks

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.163429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:5e9f774b55767b9eb9ecb56506fff4697d820f45f546d40d38601edd66fd807a

Observation d0855f24-2ba6-4460-bb1c-e84f22d81391 · outbound

This paper cites Random Sampling.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Random Sampling

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.147870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:a586c0abf25f7d1a6b91a7ef8000e159ff400a8774f288c0d0165b914d79332b

Observation 9d5954dd-4e86-460a-8e30-298be0fbc8e0 · outbound

This paper cites an unresolved cited work.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Unresolved cited work

Reference 86

Resolution
unresolved
raw_fallback, observed 2026-05-13T08:12:33.083617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:383768a1fe4f49e8f518c49a3a121340d4f1d82c07cb1b29969ba5e5414b8d3a

Observation b9145f5b-b6cc-4ef1-a7d7-64b2a0a86e0a · outbound

This paper cites Existing autoregressive frameworks struggle with em- bedded visual text generation, typically producing poor results.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Existing autoregressive frameworks struggle with em- bedded visual text generation, typically producing poor results

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.271184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:787f507c5b5f9b103a1eb833e13baa2f97d29ca73dadbe44505ddeeca2d27573

Observation 974ac8df-c2e9-43f1-aaf3-f07dd0e128be · outbound

This paper cites **Task** Generate an advertising text and image based on [Description] and [Selling Points], where the text uses ONLY words from the provided [Selling Points].

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models **Task** Generate an advertising text and image based on [Description] and [Selling Points], where the text uses ONLY words from the provided [Selling Points]

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T08:12:33.203522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:34:41.000570Z digest=sha256:9823ee014d6c9bc0335191b44b76d013d0bca2db52f27b5f40ba90001371679e

Pith citing papers

No inbound Pith citation observations are available.