VideoAR: Autoregressive Video Generation via Next-Frame & Scale Prediction
Fuente:
arXiv
Saved in:
| Main Authors: | Ji, Longbin, Liu, Xiaoxiong, Shang, Junyuan, Wang, Shuohuan, Sun, Yu, Wu, Hua, Wang, Haifeng |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Autoregressive Video Generation beyond Next Frames Prediction
by: Ren, Sucheng, et al.
Published: (2025)
by: Ren, Sucheng, et al.
Published: (2025)
Long-Context Autoregressive Video Modeling with Next-Frame Prediction
by: Gu, Yuchao, et al.
Published: (2025)
by: Gu, Yuchao, et al.
Published: (2025)
GenAR: Next-Scale Autoregressive Generation for Spatial Gene Expression Prediction
by: Ouyang, Jiarui, et al.
Published: (2025)
by: Ouyang, Jiarui, et al.
Published: (2025)
Next Block Prediction: Video Generation via Semi-Autoregressive Modeling
by: Ren, Shuhuai, et al.
Published: (2025)
by: Ren, Shuhuai, et al.
Published: (2025)
TempoMaster: Efficient Long Video Generation via Next-Frame-Rate Prediction
by: Ma, Yukuo, et al.
Published: (2025)
by: Ma, Yukuo, et al.
Published: (2025)
Learning from Next-Frame Prediction: Autoregressive Video Modeling Encodes Effective Representations
by: Li, Jinghan, et al.
Published: (2025)
by: Li, Jinghan, et al.
Published: (2025)
Autoregressive Pre-Training on Pixels and Texts
by: Chai, Yekun, et al.
Published: (2024)
by: Chai, Yekun, et al.
Published: (2024)
HiAR: Efficient Autoregressive Long Video Generation via Hierarchical Denoising
by: Zou, Kai, et al.
Published: (2026)
by: Zou, Kai, et al.
Published: (2026)
Learning to Generate via Understanding: Understanding-Driven Intrinsic Rewarding for Unified Multimodal Models
by: Pan, Jiadong, et al.
Published: (2026)
by: Pan, Jiadong, et al.
Published: (2026)
Native Audio-Visual Alignment for Generation
by: Ji, Longbin, et al.
Published: (2026)
by: Ji, Longbin, et al.
Published: (2026)
AR4D: Autoregressive 4D Generation from Monocular Videos
by: Zhu, Hanxin, et al.
Published: (2025)
by: Zhu, Hanxin, et al.
Published: (2025)
AR-CoPO: Align Autoregressive Video Generation with Contrastive Policy Optimization
by: He, Dailan, et al.
Published: (2026)
by: He, Dailan, et al.
Published: (2026)
ScaleMoGen: Autoregressive Next-Scale Prediction for Human Motion Generation
by: Hwang, Inwoo, et al.
Published: (2026)
by: Hwang, Inwoo, et al.
Published: (2026)
VideoSSM: Autoregressive Long Video Generation with Hybrid State-Space Memory
by: Yu, Yifei, et al.
Published: (2025)
by: Yu, Yifei, et al.
Published: (2025)
Not All Frames Deserve Full Computation: Accelerating Autoregressive Video Generation via Selective Computation and Predictive Extrapolation
by: Cui, Hanshuai, et al.
Published: (2026)
by: Cui, Hanshuai, et al.
Published: (2026)
Frame Context Packing and Drift Prevention in Next-Frame-Prediction Video Diffusion Models
by: Zhang, Lvmin, et al.
Published: (2025)
by: Zhang, Lvmin, et al.
Published: (2025)
Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction
by: Tian, Keyu, et al.
Published: (2024)
by: Tian, Keyu, et al.
Published: (2024)
MAGI-1: Autoregressive Video Generation at Scale
by: ai, Sand., et al.
Published: (2025)
by: ai, Sand., et al.
Published: (2025)
VGDFR: Diffusion-based Video Generation with Dynamic Latent Frame Rate
by: Yuan, Zhihang, et al.
Published: (2025)
by: Yuan, Zhihang, et al.
Published: (2025)
Thinking with Frames: Generative Video Distortion Evaluation via Frame Reward Model
by: Wang, Yuan, et al.
Published: (2026)
by: Wang, Yuan, et al.
Published: (2026)
FVAR: Visual Autoregressive Modeling via Next Focus Prediction
by: Li, Xiaofan, et al.
Published: (2025)
by: Li, Xiaofan, et al.
Published: (2025)
V-ITI: Mitigating Hallucinations in Multimodal Large Language Models via Visual Inference-Time Intervention
by: Sun, Nan, et al.
Published: (2025)
by: Sun, Nan, et al.
Published: (2025)
AR-Diffusion: Asynchronous Video Generation with Auto-Regressive Diffusion
by: Sun, Mingzhen, et al.
Published: (2025)
by: Sun, Mingzhen, et al.
Published: (2025)
NextStep-1: Toward Autoregressive Image Generation with Continuous Tokens at Scale
by: NextStep Team, et al.
Published: (2025)
by: NextStep Team, et al.
Published: (2025)
Infinite Gaze Generation for Videos with Autoregressive Diffusion
by: Kang, Jenna, et al.
Published: (2026)
by: Kang, Jenna, et al.
Published: (2026)
Attend Locally, Remember Linearly: Linear Attention as Cross-Frame Memory for Autoregressive Video Diffusion
by: Li, Kunyang, et al.
Published: (2026)
by: Li, Kunyang, et al.
Published: (2026)
Beyond Next-Token: Next-X Prediction for Autoregressive Visual Generation
by: Ren, Sucheng, et al.
Published: (2025)
by: Ren, Sucheng, et al.
Published: (2025)
Pretraining Frame Preservation for Lightweight Autoregressive Video History Embedding
by: Zhang, Lvmin, et al.
Published: (2025)
by: Zhang, Lvmin, et al.
Published: (2025)
Velocity Disambiguation for Video Frame Interpolation
by: Zhong, Zhihang, et al.
Published: (2023)
by: Zhong, Zhihang, et al.
Published: (2023)
PoseTraj: Pose-Aware Trajectory Control in Video Diffusion
by: Ji, Longbin, et al.
Published: (2025)
by: Ji, Longbin, et al.
Published: (2025)
DySink: Dynamic Frame Sinks for Autoregressive Long Video Generation
by: Ye, Bo, et al.
Published: (2026)
by: Ye, Bo, et al.
Published: (2026)
Video-as-Answer: Predict and Generate Next Video Event with Joint-GRPO
by: Cheng, Junhao, et al.
Published: (2025)
by: Cheng, Junhao, et al.
Published: (2025)
InternVideo-Next: Towards General Video Foundation Models without Video-Text Supervision
by: Wang, Chenting, et al.
Published: (2025)
by: Wang, Chenting, et al.
Published: (2025)
Head Forcing: Long Autoregressive Video Generation via Head Heterogeneity
by: Tian, Jiahao, et al.
Published: (2026)
by: Tian, Jiahao, et al.
Published: (2026)
ControlAR: Controllable Image Generation with Autoregressive Models
by: Li, Zongming, et al.
Published: (2024)
by: Li, Zongming, et al.
Published: (2024)
FlowAR: Scale-wise Autoregressive Image Generation Meets Flow Matching
by: Ren, Sucheng, et al.
Published: (2024)
by: Ren, Sucheng, et al.
Published: (2024)
Next Patch Prediction for Autoregressive Visual Generation
by: Pang, Yatian, et al.
Published: (2024)
by: Pang, Yatian, et al.
Published: (2024)
DLFR-VAE: Dynamic Latent Frame Rate VAE for Video Generation
by: Yuan, Zhihang, et al.
Published: (2025)
by: Yuan, Zhihang, et al.
Published: (2025)
EditAR: Unified Conditional Generation with Autoregressive Models
by: Mu, Jiteng, et al.
Published: (2025)
by: Mu, Jiteng, et al.
Published: (2025)
Generative Inbetweening through Frame-wise Conditions-Driven Video Generation
by: Zhu, Tianyi, et al.
Published: (2024)
by: Zhu, Tianyi, et al.
Published: (2024)
Similar Items
-
Autoregressive Video Generation beyond Next Frames Prediction
by: Ren, Sucheng, et al.
Published: (2025) -
Long-Context Autoregressive Video Modeling with Next-Frame Prediction
by: Gu, Yuchao, et al.
Published: (2025) -
GenAR: Next-Scale Autoregressive Generation for Spatial Gene Expression Prediction
by: Ouyang, Jiarui, et al.
Published: (2025) -
Next Block Prediction: Video Generation via Semi-Autoregressive Modeling
by: Ren, Shuhuai, et al.
Published: (2025) -
TempoMaster: Efficient Long Video Generation via Next-Frame-Rate Prediction
by: Ma, Yukuo, et al.
Published: (2025)