Cover Image

FlexVAR: Flexible Visual Autoregressive Modeling without Residual Prediction

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Jiao, Siyu, Zhang, Gengwei, Qian, Yinlong, Huang, Jiancheng, Zhao, Yao, Shi, Humphrey, Ma, Lin, Wei, Yunchao, Jie, Zequn
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

M4V: Multi-Modal Mamba for Text-to-Video Generation
by: Huang, Jiancheng, et al.
Published: (2025)

CLIP-GS: Unifying Vision-Language Representation with 3D Gaussian Splatting
by: Jiao, Siyu, et al.
Published: (2024)

Collaborative Vision-Text Representation Optimizing for Open-Vocabulary Segmentation
by: Jiao, Siyu, et al.
Published: (2024)

Collaborative Feature-Logits Contrastive Learning for Open-Set Semi-Supervised Object Detection
by: Zhong, Xinhao, et al.
Published: (2024)

ControlVAR: Exploring Controllable Visual Autoregressive Modeling
by: Li, Xiang, et al.
Published: (2024)

Seg-VAR: Image Segmentation with Visual Autoregressive Modeling
by: Zheng, Rongkun, et al.
Published: (2025)

Diffusion for Natural Image Matting
by: Hu, Yihan, et al.
Published: (2023)

FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction
by: Xu, Muhao, et al.
Published: (2024)

Matten: Video Generation with Mamba-Attention
by: Gao, Yu, et al.
Published: (2024)

MRStyle: A Unified Framework for Color Style Transfer with Multi-Modality Reference
by: Huang, Jiancheng, et al.
Published: (2024)

Drift-AR: Single-Step Visual Autoregressive Generation via Anti-Symmetric Drifting
by: Zou, Zhen, et al.
Published: (2026)

SLCA++: Unleash the Power of Sequential Fine-tuning for Continual Learning with Pre-training
by: Zhang, Gengwei, et al.
Published: (2024)

HSI-VAR: Rethinking Hyperspectral Restoration through Spatial-Spectral Visual Autoregression
by: Wang, Xiangming, et al.
Published: (2026)

LiteVAR: Compressing Visual Autoregressive Modelling with Efficient Attention and Quantization
by: Xie, Rui, et al.
Published: (2024)

ActVAR: Activating Mixtures of Weights and Tokens for Efficient Visual Autoregressive Generation
by: Zhang, Kaixin, et al.
Published: (2025)

CSD-VAR: Content-Style Decomposition in Visual Autoregressive Models
by: Nguyen, Quang-Binh, et al.
Published: (2025)

FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models
by: Li, Senmao, et al.
Published: (2025)

Learning Trimaps via Clicks for Image Matting
by: Zhang, Chenyi, et al.
Published: (2024)

SkipVAR: Accelerating Visual Autoregressive Modeling via Adaptive Frequency-Aware Skipping
by: Li, Jiajun, et al.
Published: (2025)

Le-DETR: Revisiting Real-Time Detection Transformer with Efficient Encoder Design
by: Huang, Jiannan, et al.
Published: (2026)

CPC-VAR:Continual Personalized and Compositional Generation in Visual Autoregressive Models
by: Li, Junhao, et al.
Published: (2026)

RemoteVAR: Autoregressive Visual Modeling for Remote Sensing Change Detection
by: Korkmaz, Yilmaz, et al.
Published: (2026)

StepVAR: Structure-Texture Guided Pruning for Visual Autoregressive Models
by: Liu, Keli, et al.
Published: (2026)

RestoreVAR: Visual Autoregressive Generation for All-in-One Image Restoration
by: Rajagopalan, Sudarshan, et al.
Published: (2025)

ThinkGen: Generalized Thinking for Visual Generation
by: Jiao, Siyu, et al.
Published: (2025)

ClassDiffusion: More Aligned Personalization Tuning with Explicit Class Guidance
by: Huang, Jiannan, et al.
Published: (2024)

FlexMap: Generalized HD Map Construction from Flexible Camera Configurations
by: Wang, Run, et al.
Published: (2026)

MedVAR: Towards Scalable and Efficient Medical Image Generation via Next-scale Autoregressive Prediction
by: He, Zhicheng, et al.
Published: (2026)

SAGE: Exploring the Boundaries of Unsafe Concept Domain with Semantic-Augment Erasing
by: Zhu, Hongguang, et al.
Published: (2025)

DreamVAR: Taming Reinforced Visual Autoregressive Model for High-Fidelity Subject-Driven Image Generation
by: Jiang, Xin, et al.
Published: (2026)

DiverseVAR: Balancing Diversity and Quality of Next-Scale Visual Autoregressive Models
by: Park, Mingue, et al.
Published: (2025)

FastVAR: Linear Visual Autoregressive Modeling via Cached Token Pruning
by: Guo, Hang, et al.
Published: (2025)

AlignVAR: Towards Globally Consistent Visual Autoregression for Image Super-Resolution
by: Liu, Cencen, et al.
Published: (2026)

Safe-VAR: Safe Visual Autoregressive Model for Text-to-Image Generative Watermarking
by: Wang, Ziyi, et al.
Published: (2025)

StyleVAR: Controllable Image Style Transfer via Visual Autoregressive Modeling
by: Jing, Liqi, et al.
Published: (2026)

FlexEdit: Marrying Free-Shape Masks to VLLM for Flexible Image Editing
by: Yuan, Tianshuo, et al.
Published: (2024)

UniToken: Harmonizing Multimodal Understanding and Generation through Unified Visual Encoding
by: Jiao, Yang, et al.
Published: (2025)

LLaVA-MoLE: Sparse Mixture of LoRA Experts for Mitigating Data Conflicts in Instruction Finetuning MLLMs
by: Chen, Shaoxiang, et al.
Published: (2024)

FlexPara: Flexible Neural Surface Parameterization
by: Zhao, Yuming, et al.
Published: (2025)

FlexDrive: Toward Trajectory Flexibility in Driving Scene Reconstruction and Rendering
by: Zhou, Jingqiu, et al.
Published: (2025)