Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-13T07:34:41.000570Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-13T07:34:41.000570Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
88 of 88 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation a767b8e9-ad2d-4134-98d3-b7e30397cce8 · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models GPT-4 Technical Report
Reference 1
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.
Observation 4dade52c-7dee-4903-8a25-005c3f61a096 · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Qwen2.5-VL Technical Report
Reference 2
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.
Observation 0fe21483-da4f-4321-9c21-f71933416267 · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Improving image generation with better captions.Computer Science
Reference 3
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.
Observation 290d461e-763b-4ee3-be89-cc65c3474797 · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Relactrl: Relevance-guided efficient control for diffusion transformers
Reference 4
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.
Observation 08367164-7dfb-4712-bcaa-eb0952cc5622 · outbound
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
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.
Observation dd12e825-7d11-4292-89db-a8c3eaec0c13 · outbound
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
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.
Observation eb6a1207-0c7b-4ef5-af21-7ef99a52db42 · outbound
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
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.
Observation 2b444954-77d5-447d-af8e-affa99f1dbf7 · outbound
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
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.
Observation 304e948c-e071-409e-be0c-0d6ad00a7288 · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models HLLM-Creator: Hierarchical LLM-based Personalized Creative Generation
Reference 9
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.
Observation 09bde2ce-4e84-4898-b22a-742ce083b836 · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Enhancing uncertainty modeling with semantic graph for hallucination detection
Reference 10
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.
Observation a765c17d-8867-4e9e-8462-518b3009a40d · outbound
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
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.
Observation 3633daac-73ec-40c4-b819-3c7ced55f31d · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models An empirical study of training self-supervised vision transformers
Reference 12
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.
Observation d8a496e9-c05a-42ab-a437-b59bb6fe471e · outbound
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
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.
Observation 4f699e60-af88-430c-bf00-ea6006f8817f · outbound
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
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.
Observation badc69f1-39d1-4426-ada2-3893880d96f2 · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Context-Aware Autoregressive Models for Multi-Conditional Image Generation
Reference 15
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.
Observation 496e284a-16a5-450b-ba35-5a31d33e07e0 · outbound
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
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.
Observation a5e34042-3b7e-4dbc-b9f6-036e9b129c8f · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Reproducible scal- ing laws for contrastive language-image learning
Reference 17
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.
Observation ea41cd29-223b-4b30-9791-304ba86d5343 · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Towards reliable advertising image generation us- ing human feedback
Reference 18
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.
Observation 481d1cec-7323-49d5-92b1-3915dd5ead76 · outbound
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
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.
Observation dffb782b-7561-4ea2-9743-2a3e0db41b34 · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Autopp: Towards automated product poster generation and optimization
Reference 20
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.
Observation 769b1f48-7cf3-4851-a328-31d7626e582e · outbound
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
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.
Observation 6c0f6286-6790-442c-9eb7-35daee60e8a5 · outbound
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
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.
Observation 9c5151ac-7359-40fe-93a4-38f0704d661d · outbound
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
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.
Observation 00d07bf0-4583-4473-9d7c-1ea0b4b0883b · outbound
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
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.
Observation 9a2bb7c0-bff3-4edb-8c97-63458ae7ff41 · outbound
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
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.
Observation f11af406-e8b7-4b93-ba4c-32ed03f8c458 · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Improving generative ad text on facebook using reinforcement learning
Reference 26
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.
Observation 45b49070-70f9-4c8e-8740-d0f203e26a7b · outbound
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
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.
Observation ceb09908-26da-4c87-9180-e1c4e121844e · outbound
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
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.
Observation 4d7146a5-6653-49ad-87e9-215916e78495 · outbound
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
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.
Observation d9cc1d3f-abed-4fe0-8f87-f9c1fcec7aad · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Flux.https://github.com/ black-forest-labs/flux
Reference 30
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.
Observation b3da0e41-09ca-4d6d-8847-275f99e75f89 · outbound
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
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.
Observation c2d724da-ba3f-441d-a524-11f4a9a7b8ea · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Relation-aware diffusion model for controllable poster layout generation
Reference 32
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.
Observation c5b907d8-20b1-45a4-9852-14968fcac09b · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Culg: Commer- cial universal language generation
Reference 33
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.
Observation 770d832f-c595-4ecd-a7c2-b484d7319848 · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models ControlVAR: Exploring Controllable Visual Autoregressive Modeling
Reference 34
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.
Observation 234548bc-a170-4fd4-899c-8b6ac70478db · outbound
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
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.
Observation e4c4c506-5f26-46e5-928e-e50d03ce5253 · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models ControlAR: Controllable Image Generation with Autoregressive Models
Reference 36
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.
Observation d68676d8-11b7-4e0f-a4f0-c339457def9a · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Rouge: A package for automatic evaluation of summaries
Reference 37
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.
Observation fb07ad85-05ba-4dcf-944f-5e0c696ea4e5 · outbound
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
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.
Observation dde29751-4520-4c69-9b3c-3e7fe0a18ffb · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models RAGAR: Retrieval Augmented Personalized Image Generation Guided by Recommendation
Reference 39
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.
Observation e202f6df-46bd-4e24-b21f-5b1b3bf30b04 · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Ser30k: A large-scale dataset for sticker emotion recognition
Reference 40
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.
Observation 0f5e8363-1020-47cb-96a8-b1c11cedfec3 · outbound
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
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.
Observation 8e082951-ea23-4293-8b04-b18234275518 · outbound
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
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.
Observation c3faebe7-a3a0-440c-9522-9d596b315e93 · outbound
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
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.
Observation c95088e6-30e7-45c8-9682-977611d9fc5e · outbound
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
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.
Observation 807dbb10-ba7c-4d47-83f4-1566b15b6b28 · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models DINOv2: Learning Robust Visual Features without Supervision
Reference 45
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.
Observation c23e17bb-367c-4411-bc05-2da970738879 · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Bleu: a method for automatic evaluation of machine translation
Reference 46
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.
Observation bf71b125-0a12-4aa6-883d-a6bbe7e8ec92 · outbound
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
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.
Observation c0a468b2-2a54-444c-a952-cced63c5cf83 · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Qwen2.5 technical report
Reference 48
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.
Observation 17247767-19ff-49b0-8d67-2f68c09af810 · outbound
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
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.
Observation 2143b26f-9f04-4e83-a876-03c82ea4a8ca · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Hierarchical Text-Conditional Image Generation with CLIP Latents
Reference 50
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.
Observation 1bbd2ef2-7a46-4567-abf2-1084e11068bf · outbound
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
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.
Observation a073f09e-1e2b-48d7-9477-16039fdb4b88 · outbound
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
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.
Observation e392ae3f-533b-4498-9ebb-473bb6156101 · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models High-resolution image synthesis with latent diffusion models
Reference 53
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.
Observation de301987-9a92-4460-af47-201317250e7e · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Clip+mlp aesthetic score pre- dictor
Reference 54
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.
Observation b99b8e73-2921-42e6-97d7-0c5013b54c44 · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Controllable and diverse text generation in e-commerce
Reference 55
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.
Observation cf5afc25-d900-4c74-a18e-e02bdebc3d1c · outbound
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
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.
Observation 6f2f8339-d350-4b04-b7e0-a43bf8442408 · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models DINOv3
Reference 57
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.
Observation e1ba3bed-61be-4c61-9348-55e37b529bc1 · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation
Reference 58
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.
Observation 997a1310-fdeb-4d2b-b7a8-60bf7e5c7bcb · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Minimal Impact ControlNet: Advancing Multi-ControlNet Integration
Reference 59
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.
Observation 8d772727-d336-46fa-a63d-588ca096057b · outbound
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
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.
Observation ab9545aa-403b-43ea-a7f9-e02e23742948 · outbound
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
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.
Observation 9fe475f7-bebc-4ce9-9f8c-f03a65d844b6 · outbound
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
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.
Observation 4cfde8fc-ebdb-4168-87e0-95baaae52e96 · outbound
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
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.
Observation 6a85968e-bcbd-4bde-ac6b-5a98c337028f · outbound
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
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.
Observation 6107f128-05a6-4c06-8439-288f2cc2efac · outbound
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
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.
Observation ea2497cc-10f1-4428-8f57-2865c0b7abdc · outbound
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
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.
Observation b0042573-6f6a-4875-ba89-52464f2e5add · outbound
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
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.
Observation 94e655fb-5b48-4966-9934-6799256c3e78 · outbound
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
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.
Observation 3f58edb3-4a25-4027-9fd1-cdce8258f328 · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Lumina-mGPT 2.0: Stand-Alone AutoRegressive Image Modeling
Reference 69
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.
Observation 50f8f36b-b8ef-4fac-a7fd-278fffaab17c · outbound
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
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.
Observation b73e8cd1-1cb7-4417-8176-349c8faebbcf · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Scalar: Scale-wise controllable visual autoregressive learning
Reference 71
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.
Observation d726350a-5c8c-402d-9bb3-b644e8685b05 · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Personalized image generation with large multimodal models
Reference 72
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.
Observation 73e2ade0-8128-4bbe-9130-9919da29e257 · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Qwen3 Technical Report
Reference 73
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.
Observation 8b776c91-f219-474d-826b-0df0bd649ea6 · outbound
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
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.
Observation 7ade7d35-1fb2-4898-b70f-35852bb94952 · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models CAR: Controllable Autoregressive Modeling for Visual Generation
Reference 75
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.
Observation b70ff3f6-4854-4e41-bb57-15543cc94ee3 · outbound
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
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.
Observation 91257f88-86fb-4d3c-be8e-c35a61d7ec91 · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Adding conditional control to text-to-image diffusion models
Reference 77
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.
Observation 578b3c4c-6443-459b-b97e-52934de85625 · outbound
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
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.
Observation 1f2bfdd2-9075-4fa6-94e4-662dcd1df4e4 · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models DreamPainter: Image Background Inpainting for E-commerce Scenarios
Reference 79
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.
Observation 722b3b52-aad9-47ef-a33c-9ad471c4fc04 · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Unresolved cited work
Reference 80
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.
Observation a7ac3d74-3213-4e47-bcdd-7faf45e9dbbe · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models course synchronization
Reference 81
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.
Observation 0435989b-12a7-4bfc-8f03-9cdfa37be5ed · outbound
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
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.
Observation 068e0d15-39a9-4822-8f33-6cb8d532c4ae · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Unresolved cited work
Reference 83
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.
Observation bc5be1a8-57b3-49db-9b45-72debde6ce10 · outbound
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
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.
Observation d0855f24-2ba6-4460-bb1c-e84f22d81391 · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Random Sampling
Reference 85
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.
Observation 9d5954dd-4e86-460a-8e30-298be0fbc8e0 · outbound
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Unresolved cited work
Reference 86
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.
Observation b9145f5b-b6cc-4ef1-a7d7-64b2a0a86e0a · outbound
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
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.
Observation 974ac8df-c2e9-43f1-aaf3-f07dd0e128be · outbound
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
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.
No inbound Pith citation observations are available.