Cover Image

Go with Your Gut: Scaling Confidence for Autoregressive Image Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chen, Harold Haodong, Wu, Xianfeng, Shu, Wen-Jie, Guo, Rongjin, Lan, Disen, Yang, Harry, Chen, Ying-Cong
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

TiViBench: Benchmarking Think-in-Video Reasoning for Video Generative Models
by: Chen, Harold Haodong, et al.
Published: (2025)

Temporal Regularization Makes Your Video Generator Stronger
by: Chen, Harold Haodong, et al.
Published: (2025)

LoopViT: Scaling Visual ARC with Looped Transformers
by: Shu, Wen-Jie, et al.
Published: (2026)

Show, Don't Tell: Morphing Latent Reasoning into Image Generation
by: Chen, Harold Haodong, et al.
Published: (2026)

LightGen: Efficient Image Generation through Knowledge Distillation and Direct Preference Optimization
by: Wu, Xianfeng, et al.
Published: (2025)

Beyond Generation: Unlocking Universal Editing via Self-Supervised Fine-Tuning
by: Chen, Harold Haodong, et al.
Published: (2024)

Hierarchical Fine-grained Preference Optimization for Physically Plausible Video Generation
by: Chen, Harold Haodong, et al.
Published: (2025)

Lotus-2: Advancing Geometric Dense Prediction with Powerful Image Generative Model
by: He, Jing, et al.
Published: (2025)

RoboEvolve: Co-Evolving Planner-Simulator for Robotic Manipulation with Limited Data
by: Chen, Harold Haodong, et al.
Published: (2026)

GenAR: Next-Scale Autoregressive Generation for Spatial Gene Expression Prediction
by: Ouyang, Jiarui, et al.
Published: (2025)

Bi-TTA: Bidirectional Test-Time Adapter for Remote Physiological Measurement
by: Li, Haodong, et al.
Published: (2024)

Improving Flexible Image Tokenizers for Autoregressive Image Generation
by: Fu, Zixuan, et al.
Published: (2026)

DiverseAR: Boosting Diversity in Bitwise Autoregressive Image Generation
by: Yang, Ying, et al.
Published: (2025)

Group Editing: Edit Multiple Images in One Go
by: Ma, Yue, et al.
Published: (2026)

A4-Agent: An Agentic Framework for Zero-Shot Affordance Reasoning
by: Zhang, Zixin, et al.
Published: (2025)

DisEnvisioner: Disentangled and Enriched Visual Prompt for Customized Image Generation
by: He, Jing, et al.
Published: (2024)

Autoregressive Image Generation with Masked Bit Modeling
by: Yu, Qihang, et al.
Published: (2026)

AlignVid: Training-Free Attention Scaling for Semantic Fidelity in Text-Guided Image-to-Video Generation
by: Liu, Yexin, et al.
Published: (2025)

Autoregressive Image Generation with Vision Full-view Prompt
by: Cai, Miaomiao, et al.
Published: (2025)

Progress by Pieces: Test-Time Scaling for Autoregressive Image Generation
by: Park, Joonhyung, et al.
Published: (2025)

FlowAR: Scale-wise Autoregressive Image Generation Meets Flow Matching
by: Ren, Sucheng, et al.
Published: (2024)

ICAS: Detecting Training Data from Autoregressive Image Generative Models
by: Yu, Hongyao, et al.
Published: (2025)

DVD: Deterministic Video Depth Estimation with Generative Priors
by: Zhang, Hongfei, et al.
Published: (2026)

Context Forcing: Consistent Autoregressive Video Generation with Long Context
by: Chen, Shuo, et al.
Published: (2026)

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models
by: Xu, Yexing, et al.
Published: (2026)

POSTA: A Go-to Framework for Customized Artistic Poster Generation
by: Chen, Haoyu, et al.
Published: (2025)

ImageFolder: Autoregressive Image Generation with Folded Tokens
by: Li, Xiang, et al.
Published: (2024)

Next Patch Prediction for Autoregressive Visual Generation
by: Pang, Yatian, et al.
Published: (2024)

From "What" to "How": Constrained Reasoning for Autoregressive Image Generation
by: Yan, Ruxue, et al.
Published: (2026)

D2C: Unlocking the Potential of Continuous Autoregressive Image Generation with Discrete Tokens
by: Wang, Panpan, et al.
Published: (2025)

ControlAR: Controllable Image Generation with Autoregressive Models
by: Li, Zongming, et al.
Published: (2024)

NextStep-1: Toward Autoregressive Image Generation with Continuous Tokens at Scale
by: NextStep Team, et al.
Published: (2025)

Customize Your Visual Autoregressive Recipe with Set Autoregressive Modeling
by: Liu, Wenze, et al.
Published: (2024)

BitDance: Scaling Autoregressive Generative Models with Binary Tokens
by: Ai, Yuang, et al.
Published: (2026)

ARGenSeg: Image Segmentation with Autoregressive Image Generation Model
by: Wang, Xiaolong, et al.
Published: (2025)

MixAR: Mixture Autoregressive Image Generation
by: Hu, Jinyuan, et al.
Published: (2025)

Frequency Autoregressive Image Generation with Continuous Tokens
by: Yu, Hu, et al.
Published: (2025)

Scalable Autoregressive Image Generation with Mamba
by: Li, Haopeng, et al.
Published: (2024)

InsightTok: Improving Text and Face Fidelity in Discrete Tokenization for Autoregressive Image Generation
by: Yue, Yang, et al.
Published: (2026)

AerialGo: Walking-through City View Generation from Aerial Perspectives
by: Zhao, Fuqiang, et al.
Published: (2024)