2025 "autoregressive modeling" Papers

10 papers found

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

Sucheng Ren, Qihang Yu, Ju He et al.

ICCV 2025posterarXiv:2502.20388
49
citations

DONUT: A Decoder-Only Model for Trajectory Prediction

Markus Knoche, Daan de Geus, Bastian Leibe

ICCV 2025posterarXiv:2506.06854
1
citations

InfinityStar: Unified Spacetime AutoRegressive Modeling for Visual Generation

Jinlai Liu, Jian Han, Bin Yan et al.

NEURIPS 2025oral
5
citations

Neighboring Autoregressive Modeling for Efficient Visual Generation

Yefei He, Yuanyu He, Shaoxuan He et al.

ICCV 2025posterarXiv:2503.10696
17
citations

PanoLlama: Generating Endless and Coherent Panoramas with Next-Token-Prediction LLMs

Teng Zhou, Xiaoyu Zhang, Yongchuan Tang

ICCV 2025highlightarXiv:2411.15867
4
citations

Pyramidal Flow Matching for Efficient Video Generative Modeling

Yang Jin, Zhicheng Sun, Ningyuan Li et al.

ICLR 2025oralarXiv:2410.05954
215
citations

Show-o2: Improved Native Unified Multimodal Models

Jinheng Xie, Zhenheng Yang, Mike Zheng Shou

NEURIPS 2025oralarXiv:2506.15564
95
citations

Show-o: One Single Transformer to Unify Multimodal Understanding and Generation

Jinheng Xie, Weijia Mao, Zechen Bai et al.

ICLR 2025posterarXiv:2408.12528
455
citations

THD-BAR: Topology Hierarchical Derived Brain Autoregressive Modeling for EEG Generic Representations

Wenchao Yang, Weidong Yan, Wenkang Liu et al.

NEURIPS 2025oralarXiv:2511.13733

vHector and HeisenVec: Scalable Vector Graphics Generation Through Large Language Models

Leonardo Zini, Elia Frigieri, Sebastiano Aloscari et al.

NEURIPS 2025poster