2025 "autoregressive image generation" Papers

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Delving into RL for Image Generation with CoT: A Study on DPO vs. GRPO

Chengzhuo Tong, Ziyu Guo, Renrui Zhang et al.

NEURIPS 2025posterarXiv:2505.17017
26
citations

GigaTok: Scaling Visual Tokenizers to 3 Billion Parameters for Autoregressive Image Generation

Tianwei Xiong, Jun Hao Liew, Zilong Huang et al.

ICCV 2025posterarXiv:2504.08736
23
citations

Grouped Speculative Decoding for Autoregressive Image Generation

Junhyuk So, Juncheol Shin, Hyunho Kook et al.

ICCV 2025posterarXiv:2508.07747
3
citations

ImageFolder: Autoregressive Image Generation with Folded Tokens

Xiang Li, Kai Qiu, Hao Chen et al.

ICLR 2025posterarXiv:2410.01756
63
citations

NFIG: Multi-Scale Autoregressive Image Generation via Frequency Ordering

Zhihao Huang, Xi Qiu, Yukuo Ma et al.

NEURIPS 2025posterarXiv:2503.07076
14
citations

The Hyperfitting Phenomenon: Sharpening and Stabilizing LLMs for Open-Ended Text Generation

Fredrik Carlsson, Fangyu Liu, Daniel Ward et al.

ICLR 2025posterarXiv:2412.04318
4
citations

TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation

Liao Qu, Huichao Zhang, Yiheng Liu et al.

CVPR 2025posterarXiv:2412.03069
120
citations

Towards Better & Faster Autoregressive Image Generation: From the Perspective of Entropy

Xiaoxiao Ma, Feng Zhao, Pengyang Ling et al.

NEURIPS 2025posterarXiv:2510.09012
3
citations

Watermarking Autoregressive Image Generation

Nikola Jovanović, Ismail Labiad, Tomas Soucek et al.

NEURIPS 2025posterarXiv:2506.16349
4
citations