Image de couverture de livre

Di3PO - Diptych Diffusion DPO for Targeted Improvements in Image Generation

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Reddy, Sanjana, Malhi, Ishaan, Ma, Sally, Dutta, Praneet
Format:	Preprint
Publié:	2026
Sujets:	Computer Vision and Pattern Recognition Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Preserving Product Fidelity in Large Scale Image Recontextualization with Diffusion Models
par: Malhi, Ishaan, et autres
Publié: (2025)

EdgeDiT: Hardware-Aware Diffusion Transformers for Efficient On-Device Image Generation
par: Kodavanti, Sravanth, et autres
Publié: (2026)

Inversion-DPO: Precise and Efficient Post-Training for Diffusion Models
par: Li, Zejian, et autres
Publié: (2025)

VideoDPO: Omni-Preference Alignment for Video Diffusion Generation
par: Liu, Runtao, et autres
Publié: (2024)

DiMSUM: Diffusion Mamba -- A Scalable and Unified Spatial-Frequency Method for Image Generation
par: Phung, Hao, et autres
Publié: (2024)

Remix-DiT: Mixing Diffusion Transformers for Multi-Expert Denoising
par: Fang, Gongfan, et autres
Publié: (2024)

Interactive Video Generation via Domain Adaptation
par: Rawal, Ishaan, et autres
Publié: (2025)

When Preferences Diverge: Aligning Diffusion Models with Minority-Aware Adaptive DPO
par: Zhang, Lingfan, et autres
Publié: (2025)

FocusDPO: Dynamic Preference Optimization for Multi-Subject Personalized Image Generation via Adaptive Focus
par: Jin, Qiaoqiao, et autres
Publié: (2025)

Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers
par: Chen, Lei, et autres
Publié: (2024)

DiVa-360: The Dynamic Visual Dataset for Immersive Neural Fields
par: Lu, Cheng-You, et autres
Publié: (2023)

LaDiC: Are Diffusion Models Really Inferior to Autoregressive Counterparts for Image-to-Text Generation?
par: Wang, Yuchi, et autres
Publié: (2024)

RealDPO: Real or Not Real, that is the Preference
par: Cheng, Guo, et autres
Publié: (2025)

CoDi: Conditional Diffusion Distillation for Higher-Fidelity and Faster Image Generation
par: Mei, Kangfu, et autres
Publié: (2023)

MIA-DPO: Multi-Image Augmented Direct Preference Optimization For Large Vision-Language Models
par: Liu, Ziyu, et autres
Publié: (2024)

BalancedDPO: Adaptive Multi-Metric Alignment
par: Tamboli, Dipesh, et autres
Publié: (2025)

Longitudinal Boundary Sharpness Coefficient Slopes Predict Time to Alzheimer's Disease Conversion in Mild Cognitive Impairment: A Survival Analysis Using the ADNI Cohort
par: Cherukuri, Ishaan
Publié: (2026)

MMFace-DiT: A Dual-Stream Diffusion Transformer for High-Fidelity Multimodal Face Generation
par: Krishnamurthy, Bharath, et autres
Publié: (2026)

Generation of Heterogeneous PET Images from Uniform Organ Activity Maps Using a Pretrained Domain-Adapted Diffusion Model
par: Li, Suya, et autres
Publié: (2026)

AlignDiT: Multimodal Aligned Diffusion Transformer for Synchronized Speech Generation
par: Choi, Jeongsoo, et autres
Publié: (2025)

Reg-DPO: SFT-Regularized Direct Preference Optimization with GT-Pair for Improving Video Generation
par: Du, Jie, et autres
Publié: (2025)

DPO: Dual-Perturbation Optimization for Test-time Adaptation in 3D Object Detection
par: Chen, Zhuoxiao, et autres
Publié: (2024)

Curriculum-DPO++: Direct Preference Optimization via Data and Model Curricula for Text-to-Image Generation
par: Croitoru, Florinel-Alin, et autres
Publié: (2026)

OmniDiT: Extending Diffusion Transformer to Omni-VTON Framework
par: Zeng, Weixuan, et autres
Publié: (2026)

Delving into RL for Image Generation with CoT: A Study on DPO vs. GRPO
par: Tong, Chengzhuo, et autres
Publié: (2025)

DPO Learning with LLMs-Judge Signal for Computer Use Agents
par: Luo, Man, et autres
Publié: (2025)

HQ-DiT: Efficient Diffusion Transformer with FP4 Hybrid Quantization
par: Liu, Wenxuan, et autres
Publié: (2024)

DiG: Scalable and Efficient Diffusion Models with Gated Linear Attention
par: Zhu, Lianghui, et autres
Publié: (2024)

JointDiT: Enhancing RGB-Depth Joint Modeling with Diffusion Transformers
par: Byung-Ki, Kwon, et autres
Publié: (2025)

Unveiling Redundancy in Diffusion Transformers (DiTs): A Systematic Study
par: Sun, Xibo, et autres
Publié: (2024)

DiT-VTON: Diffusion Transformer Framework for Unified Multi-Category Virtual Try-On and Virtual Try-All with Integrated Image Editing
par: Li, Qi, et autres
Publié: (2025)

Paired Image Generation with Diffusion-Guided Diffusion Models
par: Zhang, Haoxuan, et autres
Publié: (2025)

DeCo: Frequency-Decoupled Pixel Diffusion for End-to-End Image Generation
par: Ma, Zehong, et autres
Publié: (2025)

Wonder3D++: Cross-domain Diffusion for High-fidelity 3D Generation from a Single Image
par: Yang, Yuxiao, et autres
Publié: (2025)

City-Mesh3R: Simulation-Ready City-Scale 3D Mesh Reconstruction from Multi-View Images
par: Paul, Sayan, et autres
Publié: (2026)

LuxDiT: Lighting Estimation with Video Diffusion Transformer
par: Liang, Ruofan, et autres
Publié: (2025)

VL-DPO: Vision-Language-Guided Finetuning for Preference-Aligned Autonomous Driving
par: Xu, Zhefan, et autres
Publié: (2026)

Advanced Underwater Image Quality Enhancement via Hybrid Super-Resolution Convolutional Neural Networks and Multi-Scale Retinex-Based Defogging Techniques
par: Gogireddy, Yugandhar Reddy, et autres
Publié: (2024)

Unified Text-Image Generation with Weakness-Targeted Post-Training
par: Chen, Jiahui, et autres
Publié: (2026)

CCIS-Diff: A Generative Model with Stable Diffusion Prior for Controlled Colonoscopy Image Synthesis
par: Xie, Yifan, et autres
Publié: (2024)