FVAR: Visual Autoregressive Modeling via Next Focus Prediction
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Xiaofan, Wu, Chenming, Sun, Yanpeng, Zhou, Jiaming, Qu, Delin, Qu, Yansong, Bo, Weihao, Yu, Haibao, Liang, Dingkang |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Video4Edit: Viewing Image Editing as a Degenerate Temporal Process
by: Li, Xiaofan, et al.
Published: (2025)
by: Li, Xiaofan, et al.
Published: (2025)
NEP: Autoregressive Image Editing via Next Editing Token Prediction
by: Wu, Huimin, et al.
Published: (2025)
by: Wu, Huimin, et al.
Published: (2025)
Beyond Next-Token: Next-X Prediction for Autoregressive Visual Generation
by: Ren, Sucheng, et al.
Published: (2025)
by: Ren, Sucheng, et al.
Published: (2025)
FedMGP: Personalized Federated Learning with Multi-Group Text-Visual Prompts
by: Bo, Weihao, et al.
Published: (2025)
by: Bo, Weihao, et al.
Published: (2025)
When Numbers Speak: Aligning Textual Numerals and Visual Instances in Text-to-Video Diffusion Models
by: Sun, Zhengyang, et al.
Published: (2026)
by: Sun, Zhengyang, et al.
Published: (2026)
Artemis: Structured Visual Reasoning for Perception Policy Learning
by: Tang, Wei, et al.
Published: (2025)
by: Tang, Wei, et al.
Published: (2025)
Next Patch Prediction for Autoregressive Visual Generation
by: Pang, Yatian, et al.
Published: (2024)
by: Pang, Yatian, et al.
Published: (2024)
Visual Autoregressive Modeling for Image Super-Resolution
by: Qu, Yunpeng, et al.
Published: (2025)
by: Qu, Yunpeng, et al.
Published: (2025)
Exploring AIGC Video Quality: A Focus on Visual Harmony, Video-Text Consistency and Domain Distribution Gap
by: Qu, Bowen, et al.
Published: (2024)
by: Qu, Bowen, et al.
Published: (2024)
DetailFlow: 1D Coarse-to-Fine Autoregressive Image Generation via Next-Detail Prediction
by: Liu, Yiheng, et al.
Published: (2025)
by: Liu, Yiheng, et al.
Published: (2025)
VideoAR: Autoregressive Video Generation via Next-Frame & Scale Prediction
by: Ji, Longbin, et al.
Published: (2026)
by: Ji, Longbin, et al.
Published: (2026)
U-ViLAR: Uncertainty-Aware Visual Localization for Autonomous Driving via Differentiable Association and Registration
by: Li, Xiaofan, et al.
Published: (2025)
by: Li, Xiaofan, et al.
Published: (2025)
ARMesh: Autoregressive Mesh Generation via Next-Level-of-Detail Prediction
by: Lei, Jiabao, et al.
Published: (2025)
by: Lei, Jiabao, 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)
NeRF-DetS: Enhanced Adaptive Spatial-wise Sampling and View-wise Fusion Strategies for NeRF-based Indoor Multi-view 3D Object Detection
by: Huang, Chi, et al.
Published: (2024)
by: Huang, Chi, et al.
Published: (2024)
WildSeg3D: Segment Any 3D Objects in the Wild from 2D Images
by: Guo, Yansong, et al.
Published: (2025)
by: Guo, Yansong, 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)
Exploring Effective Factors for Improving Visual In-Context Learning
by: Sun, Yanpeng, et al.
Published: (2023)
by: Sun, Yanpeng, et al.
Published: (2023)
Controllable Skin Synthesis via Lesion-Focused Vector Autoregression Model
by: Sun, Jiajun, et al.
Published: (2025)
by: Sun, Jiajun, et al.
Published: (2025)
StereoVGGT: A Training-Free Visual Geometry Transformer for Stereo Vision
by: Chen, Ziyang, et al.
Published: (2026)
by: Chen, Ziyang, et al.
Published: (2026)
Self-control: A Better Conditional Mechanism for Masked Autoregressive Model
by: Qu, Qiaoying, et al.
Published: (2024)
by: Qu, Qiaoying, et al.
Published: (2024)
Autoregressive Video Generation beyond Next Frames Prediction
by: Ren, Sucheng, et al.
Published: (2025)
by: Ren, Sucheng, et al.
Published: (2025)
GS-SLAM: Dense Visual SLAM with 3D Gaussian Splatting
by: Yan, Chi, et al.
Published: (2023)
by: Yan, Chi, et al.
Published: (2023)
VPG: Visual Prefix Guidance for Autoregressive Image and Video Generation
by: Liao, Xinyao, et al.
Published: (2026)
by: Liao, Xinyao, et al.
Published: (2026)
Drag Your Gaussian: Effective Drag-Based Editing with Score Distillation for 3D Gaussian Splatting
by: Qu, Yansong, et al.
Published: (2025)
by: Qu, Yansong, et al.
Published: (2025)
ScaleMoGen: Autoregressive Next-Scale Prediction for Human Motion Generation
by: Hwang, Inwoo, et al.
Published: (2026)
by: Hwang, Inwoo, et al.
Published: (2026)
ProFocus: Proactive Perception and Focused Reasoning in Vision-and-Language Navigation
by: Xue, Wei, et al.
Published: (2026)
by: Xue, Wei, et al.
Published: (2026)
MedVAR: Towards Scalable and Efficient Medical Image Generation via Next-scale Autoregressive Prediction
by: He, Zhicheng, et al.
Published: (2026)
by: He, Zhicheng, et al.
Published: (2026)
Randomized Autoregressive Visual Generation
by: Yu, Qihang, et al.
Published: (2024)
by: Yu, Qihang, et al.
Published: (2024)
Long-Context Autoregressive Video Modeling with Next-Frame Prediction
by: Gu, Yuchao, et al.
Published: (2025)
by: Gu, Yuchao, et al.
Published: (2025)
Conditional Panoramic Image Generation via Masked Autoregressive Modeling
by: Wang, Chaoyang, et al.
Published: (2025)
by: Wang, Chaoyang, et al.
Published: (2025)
CoopTrack: Exploring End-to-End Learning for Efficient Cooperative Sequential Perception
by: Zhong, Jiaru, et al.
Published: (2025)
by: Zhong, Jiaru, et al.
Published: (2025)
The Role of World Models in Shaping Autonomous Driving: A Comprehensive Survey
by: Tu, Sifan, et al.
Published: (2025)
by: Tu, Sifan, et al.
Published: (2025)
SurfPatch: Enabling Patch Matching for Exploratory Stream Surface Visualization
by: An, Delin, et al.
Published: (2025)
by: An, Delin, et al.
Published: (2025)
FocusDiff: Advancing Fine-Grained Text-Image Alignment for Autoregressive Visual Generation through RL
by: Pan, Kaihang, et al.
Published: (2025)
by: Pan, Kaihang, 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)
FastVGGT: Training-Free Acceleration of Visual Geometry Transformer
by: Shen, You, et al.
Published: (2025)
by: Shen, You, et al.
Published: (2025)
Continuous Visual Autoregressive Generation via Score Maximization
by: Shao, Chenze, et al.
Published: (2025)
by: Shao, Chenze, et al.
Published: (2025)
DiverseVAR: Balancing Diversity and Quality of Next-Scale Visual Autoregressive Models
by: Park, Mingue, et al.
Published: (2025)
by: Park, Mingue, et al.
Published: (2025)
AMP: Autoregressive Motion Prediction Revisited with Next Token Prediction for Autonomous Driving
by: Jia, Xiaosong, et al.
Published: (2024)
by: Jia, Xiaosong, et al.
Published: (2024)
Similar Items
-
Video4Edit: Viewing Image Editing as a Degenerate Temporal Process
by: Li, Xiaofan, et al.
Published: (2025) -
NEP: Autoregressive Image Editing via Next Editing Token Prediction
by: Wu, Huimin, et al.
Published: (2025) -
Beyond Next-Token: Next-X Prediction for Autoregressive Visual Generation
by: Ren, Sucheng, et al.
Published: (2025) -
FedMGP: Personalized Federated Learning with Multi-Group Text-Visual Prompts
by: Bo, Weihao, et al.
Published: (2025) -
When Numbers Speak: Aligning Textual Numerals and Visual Instances in Text-to-Video Diffusion Models
by: Sun, Zhengyang, et al.
Published: (2026)