"visual generation" Papers

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Beyond Next-Token: Next-X Prediction for Autoregressive Visual Generation

Sucheng Ren, Qihang Yu, Ju He et al.

ICCV 2025arXiv:2502.20388

CODA: Repurposing Continuous VAEs for Discrete Tokenization

Zeyu Liu, Zanlin Ni, Yeguo Hua et al.

ICCV 2025arXiv:2503.17760

InfinityStar: Uniﬁed Spacetime AutoRegressive Modeling for Visual Generation

Jinlai Liu, Jian Han, Bin Yan et al.

NEURIPS 2025oral

Janus-Pro-R1: Advancing Collaborative Visual Comprehension and Generation via Reinforcement Learning

Kaihang Pan, Yang Wu, Wendong Bu et al.

NEURIPS 2025arXiv:2506.01480

MUSE-VL: Modeling Unified VLM through Semantic Discrete Encoding

Rongchang Xie, Chen Du, Ping Song et al.

ICCV 2025arXiv:2411.17762

Neighboring Autoregressive Modeling for Efficient Visual Generation

Yefei He, Yuanyu He, Shaoxuan He et al.

ICCV 2025arXiv:2503.10696

Re-ttention: Ultra Sparse Visual Generation via Attention Statistical Reshape

Ruichen Chen, Keith Mills, Liyao Jiang et al.

NEURIPS 2025oralarXiv:2505.22918

Selftok-Zero: Reinforcement Learning for Visual Generation via Discrete and Autoregressive Visual Tokens

Bohan Wang, Mingze Zhou, Zhongqi Yue et al.

UniTok: a Unified Tokenizer for Visual Generation and Understanding

Chuofan Ma, Yi Jiang, Junfeng Wu et al.

NEURIPS 2025spotlightarXiv:2502.20321

Auto-Encoding Morph-Tokens for Multimodal LLM

Kaihang Pan, Siliang Tang, Juncheng Li et al.

ICML 2024spotlightarXiv:2405.01926