VIRAL: Visual In-Context Reasoning via Analogy in Diffusion Transformers
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Zhiwen, Duan, Zhongjie, Ye, Jinyan, Chen, Cen, Chen, Daoyuan, Li, Yaliang, Chen, Yingda |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Spectral Evolution Search: Efficient Inference-Time Scaling for Reward-Aligned Image Generation
by: Ye, Jinyan, et al.
Published: (2026)
by: Ye, Jinyan, et al.
Published: (2026)
AttriCtrl: Fine-Grained Control of Aesthetic Attribute Intensity in Diffusion Models
by: Chen, Die, et al.
Published: (2025)
by: Chen, Die, et al.
Published: (2025)
AutoLoRA: Automatic LoRA Retrieval and Fine-Grained Gated Fusion for Text-to-Image Generation
by: Li, Zhiwen, et al.
Published: (2025)
by: Li, Zhiwen, et al.
Published: (2025)
Comprehensive Evaluation and Analysis for NSFW Concept Erasure in Text-to-Image Diffusion Models
by: Chen, Die, et al.
Published: (2025)
by: Chen, Die, et al.
Published: (2025)
ArtAug: Enhancing Text-to-Image Generation through Synthesis-Understanding Interaction
by: Duan, Zhongjie, et al.
Published: (2024)
by: Duan, Zhongjie, et al.
Published: (2024)
ExVideo: Extending Video Diffusion Models via Parameter-Efficient Post-Tuning
by: Duan, Zhongjie, et al.
Published: (2024)
by: Duan, Zhongjie, et al.
Published: (2024)
Comprehensive Assessment and Analysis for NSFW Content Erasure in Text-to-Image Diffusion Models
by: Chen, Die, et al.
Published: (2025)
by: Chen, Die, et al.
Published: (2025)
Diffusion Templates: A Unified Plugin Framework for Controllable Diffusion
by: Duan, Zhongjie, et al.
Published: (2026)
by: Duan, Zhongjie, et al.
Published: (2026)
Growth Inhibitors for Suppressing Inappropriate Image Concepts in Diffusion Models
by: Chen, Die, et al.
Published: (2024)
by: Chen, Die, et al.
Published: (2024)
VeriSciQA: An Auto-Verified Dataset for Scientific Visual Question Answering
by: Li, Yuyi, et al.
Published: (2025)
by: Li, Yuyi, et al.
Published: (2025)
Diffutoon: High-Resolution Editable Toon Shading via Diffusion Models
by: Duan, Zhongjie, et al.
Published: (2024)
by: Duan, Zhongjie, et al.
Published: (2024)
EliGen: Entity-Level Controlled Image Generation with Regional Attention
by: Zhang, Hong, et al.
Published: (2025)
by: Zhang, Hong, et al.
Published: (2025)
Multi-dimensional Visual Prompt Enhanced Image Restoration via Mamba-Transformer Aggregation
by: Jiang, Aiwen, et al.
Published: (2024)
by: Jiang, Aiwen, et al.
Published: (2024)
From Training-Free to Adaptive: Empirical Insights into MLLMs' Understanding of Detection Information
by: Jiao, Qirui, et al.
Published: (2024)
by: Jiao, Qirui, et al.
Published: (2024)
MindGYM: What Matters in Question Synthesis for Thinking-Centric Fine-Tuning?
by: Xu, Zhe, et al.
Published: (2025)
by: Xu, Zhe, et al.
Published: (2025)
Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models
by: Jiao, Qirui, et al.
Published: (2024)
by: Jiao, Qirui, et al.
Published: (2024)
HumanVBench: Probing Human-Centric Video Understanding in MLLMs with Automatically Synthesized Benchmarks
by: Zhou, Ting, et al.
Published: (2024)
by: Zhou, Ting, et al.
Published: (2024)
DetailMaster: Can Your Text-to-Image Model Handle Long Prompts?
by: Jiao, Qirui, et al.
Published: (2025)
by: Jiao, Qirui, et al.
Published: (2025)
Transferability Bound Theory: Exploring Relationship between Adversarial Transferability and Flatness
by: Fan, Mingyuan, et al.
Published: (2023)
by: Fan, Mingyuan, et al.
Published: (2023)
Nexus-Gen: Unified Image Understanding, Generation, and Editing via Prefilled Autoregression in Shared Embedding Space
by: Zhang, Hong, et al.
Published: (2025)
by: Zhang, Hong, et al.
Published: (2025)
Unleashing Diffusion Transformers for Visual Correspondence by Modulating Massive Activations
by: Gan, Chaofan, et al.
Published: (2025)
by: Gan, Chaofan, et al.
Published: (2025)
FullDiT2: Efficient In-Context Conditioning for Video Diffusion Transformers
by: He, Xuanhua, et al.
Published: (2025)
by: He, Xuanhua, et al.
Published: (2025)
Data-Juicer Sandbox: A Feedback-Driven Suite for Multimodal Data-Model Co-development
by: Chen, Daoyuan, et al.
Published: (2024)
by: Chen, Daoyuan, et al.
Published: (2024)
Find, Fix, Reason: Context Repair for Video Reasoning
by: Huang, Haojian, et al.
Published: (2026)
by: Huang, Haojian, et al.
Published: (2026)
Efficient Large Multi-modal Models via Visual Context Compression
by: Chen, Jieneng, et al.
Published: (2024)
by: Chen, Jieneng, et al.
Published: (2024)
Point-In-Context: Understanding Point Cloud via In-Context Learning
by: Liu, Mengyuan, et al.
Published: (2024)
by: Liu, Mengyuan, et al.
Published: (2024)
Video Diffusion Transformers are In-Context Learners
by: Fei, Zhengcong, et al.
Published: (2024)
by: Fei, Zhengcong, et al.
Published: (2024)
In-Context Audio Control of Video Diffusion Transformers
by: Liu, Wenze, et al.
Published: (2025)
by: Liu, Wenze, et al.
Published: (2025)
Language-Guided Diffusion Model for Visual Grounding
by: Chen, Sijia, et al.
Published: (2023)
by: Chen, Sijia, et al.
Published: (2023)
DA-VPT: Semantic-Guided Visual Prompt Tuning for Vision Transformers
by: Ren, Li, et al.
Published: (2025)
by: Ren, Li, et al.
Published: (2025)
Explore In-Context Segmentation via Latent Diffusion Models
by: Wang, Chaoyang, et al.
Published: (2024)
by: Wang, Chaoyang, et al.
Published: (2024)
The Synergy between Data and Multi-Modal Large Language Models: A Survey from Co-Development Perspective
by: Qin, Zhen, et al.
Published: (2024)
by: Qin, Zhen, et al.
Published: (2024)
Efficient Universal Models for Medical Image Segmentation via Weakly Supervised In-Context Learning
by: Hu, Jiesi, et al.
Published: (2025)
by: Hu, Jiesi, et al.
Published: (2025)
In-Context LoRA for Diffusion Transformers
by: Huang, Lianghua, et al.
Published: (2024)
by: Huang, Lianghua, et al.
Published: (2024)
Reasoning to Align: Implicit Reasoning in Diffusion Transformers for Video Editing
by: Li, Yan, et al.
Published: (2026)
by: Li, Yan, et al.
Published: (2026)
Exploring Effective Factors for Improving Visual In-Context Learning
by: Sun, Yanpeng, et al.
Published: (2023)
by: Sun, Yanpeng, et al.
Published: (2023)
OmniInsert: Mask-Free Video Insertion of Any Reference via Diffusion Transformer Models
by: Chen, Jinshu, et al.
Published: (2025)
by: Chen, Jinshu, et al.
Published: (2025)
VisAnalog: A Diagnostic Suite for Visual Concept Transfer on Natural Images
by: Li, Zhaonan, et al.
Published: (2026)
by: Li, Zhaonan, et al.
Published: (2026)
Benchmarking and Evolving Reason-Reflect-Rectify for Reflective Visual Generation
by: Wang, Junjie, et al.
Published: (2026)
by: Wang, Junjie, et al.
Published: (2026)
MotionGrounder: Grounded Multi-Object Motion Transfer via Diffusion Transformer
by: Teodoro, Samuel, et al.
Published: (2026)
by: Teodoro, Samuel, et al.
Published: (2026)
Similar Items
-
Spectral Evolution Search: Efficient Inference-Time Scaling for Reward-Aligned Image Generation
by: Ye, Jinyan, et al.
Published: (2026) -
AttriCtrl: Fine-Grained Control of Aesthetic Attribute Intensity in Diffusion Models
by: Chen, Die, et al.
Published: (2025) -
AutoLoRA: Automatic LoRA Retrieval and Fine-Grained Gated Fusion for Text-to-Image Generation
by: Li, Zhiwen, et al.
Published: (2025) -
Comprehensive Evaluation and Analysis for NSFW Concept Erasure in Text-to-Image Diffusion Models
by: Chen, Die, et al.
Published: (2025) -
ArtAug: Enhancing Text-to-Image Generation through Synthesis-Understanding Interaction
by: Duan, Zhongjie, et al.
Published: (2024)