SDAR: A Synergistic Diffusion-AutoRegression Paradigm for Scalable Sequence Generation
Fuente:
arXiv
Saved in:
| Main Authors: | Cheng, Shuang, Bian, Yihan, Liu, Dawei, Zhang, Linfeng, Yao, Qian, Tian, Zhongbo, Wang, Wenhai, Guo, Qipeng, Chen, Kai, Qi, Biqing, Zhou, Bowen |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SDAR-VL: Stable and Efficient Block-wise Diffusion for Vision-Language Understanding
by: Cheng, Shuang, et al.
Published: (2025)
by: Cheng, Shuang, et al.
Published: (2025)
Resurrect Mask AutoRegressive Modeling for Efficient and Scalable Image Generation
by: Xin, Yi, et al.
Published: (2025)
by: Xin, Yi, et al.
Published: (2025)
Nested AutoRegressive Models
by: Wu, Hongyu, et al.
Published: (2025)
by: Wu, Hongyu, et al.
Published: (2025)
AutoRegressive Generation with B-rep Holistic Token Sequence Representation
by: Li, Jiahao, et al.
Published: (2026)
by: Li, Jiahao, et al.
Published: (2026)
SparVAR: Exploring Sparsity in Visual AutoRegressive Modeling for Training-Free Acceleration
by: Li, Zekun, et al.
Published: (2026)
by: Li, Zekun, et al.
Published: (2026)
NoiseAR: AutoRegressing Initial Noise Prior for Diffusion Models
by: Li, Zeming, et al.
Published: (2025)
by: Li, Zeming, et al.
Published: (2025)
LinkD: AutoRegressive Diffusion Model for Mechanical Linkage Synthesis
by: Jadhav, Yayati, et al.
Published: (2026)
by: Jadhav, Yayati, et al.
Published: (2026)
Stop-Think-AutoRegress: Language Modeling with Latent Diffusion Planning
by: Lovelace, Justin, et al.
Published: (2026)
by: Lovelace, Justin, et al.
Published: (2026)
Implementing Adaptations for Vision AutoRegressive Model
by: Shaikh, Kaif, et al.
Published: (2025)
by: Shaikh, Kaif, et al.
Published: (2025)
Privacy Attacks on Image AutoRegressive Models
by: Kowalczuk, Antoni, et al.
Published: (2025)
by: Kowalczuk, Antoni, et al.
Published: (2025)
FARMER: Flow AutoRegressive Transformer over Pixels
by: Zheng, Guangting, et al.
Published: (2025)
by: Zheng, Guangting, et al.
Published: (2025)
Neural Residual Diffusion Models for Deep Scalable Vision Generation
by: Ma, Zhiyuan, et al.
Published: (2024)
by: Ma, Zhiyuan, et al.
Published: (2024)
STAR: STacked AutoRegressive Scheme for Unified Multimodal Learning
by: Qin, Jie, et al.
Published: (2025)
by: Qin, Jie, et al.
Published: (2025)
Vector AutoRegressive Moving Average Models: A Review
by: Düker, Marie-Christine, et al.
Published: (2024)
by: Düker, Marie-Christine, et al.
Published: (2024)
Vector AutoRegressive Moving Average Models: A Review
by: Marie‐Christine Düker, et al.
Published: (2025)
by: Marie‐Christine Düker, et al.
Published: (2025)
AvatarPointillist: AutoRegressive 4D Gaussian Avatarization
by: Liu, Hongyu, et al.
Published: (2026)
by: Liu, Hongyu, et al.
Published: (2026)
Bayesian Vector AutoRegression with Factorised Granger-Causal Graphs
by: Zhao, He, et al.
Published: (2024)
by: Zhao, He, et al.
Published: (2024)
STARCaster: Spatio-Temporal AutoRegressive Video Diffusion for Identity- and View-Aware Talking Portraits
by: Papantoniou, Foivos Paraperas, et al.
Published: (2025)
by: Papantoniou, Foivos Paraperas, et al.
Published: (2025)
FAR-Drive: Frame-AutoRegressive Video Generation in Closed-Loop Autonomous Driving
by: Li, Yaoru, et al.
Published: (2026)
by: Li, Yaoru, et al.
Published: (2026)
Maximum Likelihood Estimation of the Vector AutoRegressive To Anything (VARTA) model
by: Andersson, Jonas, et al.
Published: (2025)
by: Andersson, Jonas, et al.
Published: (2025)
MVAR: MultiVariate AutoRegressive Air Pollutants Forecasting Model
by: Fan, Xu, et al.
Published: (2025)
by: Fan, Xu, et al.
Published: (2025)
PARCO: Parallel AutoRegressive Models for Multi-Agent Combinatorial Optimization
by: Berto, Federico, et al.
Published: (2024)
by: Berto, Federico, et al.
Published: (2024)
InfinityStar: Unified Spacetime AutoRegressive Modeling for Visual Generation
by: Liu, Jinlai, et al.
Published: (2025)
by: Liu, Jinlai, et al.
Published: (2025)
STAR: Scale-wise Text-conditioned AutoRegressive image generation
by: Ma, Xiaoxiao, et al.
Published: (2024)
by: Ma, Xiaoxiao, et al.
Published: (2024)
MARS: Mesh AutoRegressive Model for 3D Shape Detailization
by: Gao, Jingnan, et al.
Published: (2025)
by: Gao, Jingnan, et al.
Published: (2025)
Lumina-mGPT 2.0: Stand-Alone AutoRegressive Image Modeling
by: Xin, Yi, et al.
Published: (2025)
by: Xin, Yi, et al.
Published: (2025)
VARADE: a Variational-based AutoRegressive model for Anomaly Detection on the Edge
by: Mascolini, Alessio, et al.
Published: (2024)
by: Mascolini, Alessio, et al.
Published: (2024)
Inference-Time Scaling for Visual AutoRegressive modeling by Searching Representative Samples
by: Tang, Weidong, et al.
Published: (2026)
by: Tang, Weidong, et al.
Published: (2026)
Infinity: Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis
by: Han, Jian, et al.
Published: (2024)
by: Han, Jian, et al.
Published: (2024)
PTQ4ARVG: Post-Training Quantization for AutoRegressive Visual Generation Models
by: Liu, Xuewen, et al.
Published: (2026)
by: Liu, Xuewen, et al.
Published: (2026)
ARMFlow: AutoRegressive MeanFlow for Online 3D Human Reaction Generation
by: Geng, Zichen, et al.
Published: (2025)
by: Geng, Zichen, et al.
Published: (2025)
UAR-NVC: A Unified AutoRegressive Framework for Memory-Efficient Neural Video Compression
by: Wang, Jia, et al.
Published: (2025)
by: Wang, Jia, et al.
Published: (2025)
BARD: Bridging AutoRegressive and Diffusion Vision-Language Models Via Highly Efficient Progressive Block Merging and Stage-Wise Distillation
by: Chen, Baoyou, et al.
Published: (2026)
by: Chen, Baoyou, et al.
Published: (2026)
DIAmante TESS AutoRegressive Planet Search (DTARPS): II. Hundreds of New TESS Candidate Exoplanets
by: Melton, Elizabeth J., et al.
Published: (2023)
by: Melton, Elizabeth J., et al.
Published: (2023)
HiPART: Hierarchical Pose AutoRegressive Transformer for Occluded 3D Human Pose Estimation
by: Zheng, Hongwei, et al.
Published: (2025)
by: Zheng, Hongwei, et al.
Published: (2025)
Safe-SD: Safe and Traceable Stable Diffusion with Text Prompt Trigger for Invisible Generative Watermarking
by: Ma, Zhiyuan, et al.
Published: (2024)
by: Ma, Zhiyuan, et al.
Published: (2024)
AMLNet: Adversarial Mutual Learning Neural Network for Non-AutoRegressive Multi-Horizon Time Series Forecasting
by: Lin, Yang
Published: (2023)
by: Lin, Yang
Published: (2023)
DIAmante TESS AutoRegressive Planet Search (DTARPS): III. Understanding the DTARPS Candidate Transiting Planet Catalogs
by: Melton, Elizabeth J., et al.
Published: (2023)
by: Melton, Elizabeth J., et al.
Published: (2023)
Task Generalization With AutoRegressive Compositional Structure: Can Learning From $D$ Tasks Generalize to $D^{T}$ Tasks?
by: Abedsoltan, Amirhesam, et al.
Published: (2025)
by: Abedsoltan, Amirhesam, et al.
Published: (2025)
DIAmante TESS AutoRegressive Planet Search (DTARPS): I. Analysis of 0.9 Million Light Curves
by: Melton, Elizabeth J., et al.
Published: (2023)
by: Melton, Elizabeth J., et al.
Published: (2023)
Similar Items
-
SDAR-VL: Stable and Efficient Block-wise Diffusion for Vision-Language Understanding
by: Cheng, Shuang, et al.
Published: (2025) -
Resurrect Mask AutoRegressive Modeling for Efficient and Scalable Image Generation
by: Xin, Yi, et al.
Published: (2025) -
Nested AutoRegressive Models
by: Wu, Hongyu, et al.
Published: (2025) -
AutoRegressive Generation with B-rep Holistic Token Sequence Representation
by: Li, Jiahao, et al.
Published: (2026) -
SparVAR: Exploring Sparsity in Visual AutoRegressive Modeling for Training-Free Acceleration
by: Li, Zekun, et al.
Published: (2026)