Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding

Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding

2 October 2024

Yu Wang

Zhenguo Li

Papers citing "Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding"

9 / 9 papers shown

Title
SimpleAR: Pushing the Frontier of Autoregressive Visual Generation through Pretraining, SFT, and RL Junke Wang Zhi Tian X. Wang Xinyu Zhang Weilin Huang Zuxuan Wu Yu Jiang VGen 35 2 0 15 Apr 2025
FastVAR: Linear Visual Autoregressive Modeling via Cached Token Pruning Hang Guo Yawei Li Taolin Zhang J. Wang Tao Dai Shu-Tao Xia Luca Benini 56 1 0 30 Mar 2025
Neighboring Autoregressive Modeling for Efficient Visual Generation Yefei He Yuanyu He Shaoxuan He Feng Chen Hong Zhou K. Zhang Bohan Zhuang 46 1 0 12 Mar 2025
Post-Training Quantization for Diffusion Transformer via Hierarchical Timestep Grouping Ning Ding Jing Han Yuchuan Tian Chao Xu Kai Han Yehui Tang MQ 40 0 0 10 Mar 2025
FuseChat-3.0: Preference Optimization Meets Heterogeneous Model Fusion Ziyi Yang Fanqi Wan Longguang Zhong Canbin Huang Guosheng Liang Xiaojun Quan MoMe 84 0 0 06 Mar 2025
Speculative Decoding and Beyond: An In-Depth Survey of Techniques Y. Hu Zining Liu Zhenyuan Dong Tianfan Peng Bradley McDanel S. Zhang 82 0 0 27 Feb 2025
Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Zigeng Chen Xinyin Ma Gongfan Fang Xinchao Wang VLM 84 4 0 26 Nov 2024
Bag of Design Choices for Inference of High-Resolution Masked Generative Transformer Shitong Shao Zikai Zhou Tian Ye Lichen Bai Zhiqiang Xu Zeke Xie DiffM 42 0 0 16 Nov 2024
Towards Unifying Understanding and Generation in the Era of Vision Foundation Models: A Survey from the Autoregression Perspective Shenghao Xie Wenqiang Zu Mingyang Zhao Duo Su Shilong Liu Ruohua Shi Guoqi Li Shanghang Zhang Lei Ma LRM 38 3 0 29 Oct 2024