Transfusion: Predict the Next Token and Diffuse Images with One
Multi-Modal Model

Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model

20 August 2024

Lili Yu

Kushal Tirumala

Michihiro Yasunaga

Luke Zettlemoyer

Papers citing "Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model"

17 / 117 papers shown

Title
From Generalist to Specialist: Adapting Vision Language Models via Task-Specific Visual Instruction Tuning Yang Bai Yang Zhou Jun Zhou Rick Siow Mong Goh Daniel Ting Yong Liu VLM 49 0 0 09 Oct 2024
ACDC: Autoregressive Coherent Multimodal Generation using Diffusion Correction Hyungjin Chung Dohun Lee Jong Chul Ye VGen DiffM 26 2 0 07 Oct 2024
CAR: Controllable Autoregressive Modeling for Visual Generation Ziyu Yao Jialin Li Yifeng Zhou Yong Liu Xi Jiang Chengjie Wang Feng Zheng Yuexian Zou Lei Li DiffM 37 13 0 07 Oct 2024
ControlAR: Controllable Image Generation with Autoregressive Models Zongming Li Tianheng Cheng Shoufa Chen Peize Sun Haocheng Shen Longjin Ran Xiaoxin Chen Wenyu Liu Xinggang Wang DiffM 134 14 0 03 Oct 2024
ImageFolder: Autoregressive Image Generation with Folded Tokens Xiang Li Kai Qiu Hao Chen Jason Kuen Jiuxiang Gu Bhiksha Raj Zhe-nan Lin VLM 39 18 0 02 Oct 2024
EC-DIT: Scaling Diffusion Transformers with Adaptive Expert-Choice Routing Haotian Sun Tao Lei Bowen Zhang Yanghao Li Haoshuo Huang Ruoming Pang Bo Dai Nan Du DiffM MoE 78 5 0 02 Oct 2024
Denoising with a Joint-Embedding Predictive Architecture Dengsheng Chen Jie Hu Xiaoming Wei Enhua Wu DiffM 52 2 0 02 Oct 2024
Emu3: Next-Token Prediction is All You Need Xinlong Wang Xiaosong Zhang Zhengxiong Luo Quan-Sen Sun Yufeng Cui ... Xi Yang Jingjing Liu Yonghua Lin Tiejun Huang Zhongyuan Wang MLLM 34 153 0 27 Sep 2024
MIO: A Foundation Model on Multimodal Tokens Zekun Wang King Zhu Chunpu Xu Wangchunshu Zhou Jiaheng Liu ... Yuanxing Zhang Ge Zhang Ke Xu Jie Fu Wenhao Huang MLLM AuLLM 60 11 0 26 Sep 2024
Multi-Modal Generative AI: Multi-modal LLM, Diffusion and Beyond Hong Chen Xin Wang Yuwei Zhou Bin Huang Yipeng Zhang Wei Feng Houlun Chen Zeyang Zhang Siao Tang Wenwu Zhu DiffM 55 7 0 23 Sep 2024
OmniGen: Unified Image Generation Shitao Xiao Yueze Wang Junjie Zhou Huaying Yuan Xingrun Xing Ruiran Yan Shuting Wang Tiejun Huang Zheng Liu DiffM VLM SyDa 57 63 0 17 Sep 2024
Generative Visual Instruction Tuning Jefferson Hernandez Ruben Villegas Vicente Ordonez VLM 38 3 0 17 Jun 2024
Hallucination of Multimodal Large Language Models: A Survey Zechen Bai Pichao Wang Tianjun Xiao Tong He Zongbo Han Zheng Zhang Mike Zheng Shou VLM LRM 95 139 0 29 Apr 2024
Diffusion-LM Improves Controllable Text Generation Xiang Lisa Li John Thickstun Ishaan Gulrajani Percy Liang Tatsunori B. Hashimoto AI4CE 173 777 0 27 May 2022
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 255 4,781 0 24 Feb 2021
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts Soravit Changpinyo P. Sharma Nan Ding Radu Soricut VLM 290 1,084 0 17 Feb 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 267 3,375 0 09 Mar 2020