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Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation
v1v2v3 (latest)

Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation

9 October 2023
Lijun Yu
José Lezama
N. B. Gundavarapu
Luca Versari
Kihyuk Sohn
David C. Minnen
Yong Cheng
Vighnesh Birodkar
Agrim Gupta
Xiuye Gu
Alexander G. Hauptmann
Boqing Gong
Ming-Hsuan Yang
Irfan Essa
David A. Ross
Lu Jiang
ArXiv (abs)PDFHTML

Papers citing "Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation"

40 / 90 papers shown
Title
Next Patch Prediction for Autoregressive Visual Generation
Next Patch Prediction for Autoregressive Visual Generation
Yatian Pang
Peng Jin
Shuo Yang
Bin Lin
Bin Zhu
...
Liuhan Chen
Francis E. H. Tay
Ser-Nam Lim
Harry Yang
Li Yuan
255
10
0
19 Dec 2024
Parallelized Autoregressive Visual Generation
Parallelized Autoregressive Visual Generation
Yanjie Wang
Shuhuai Ren
Zhijie Lin
Yujin Han
Haoyuan Guo
Zhenheng Yang
Difan Zou
Jiashi Feng
Xihui Liu
VGen
202
17
0
19 Dec 2024
AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration
AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration
Wenhao Sun
Rong-Cheng Tu
Jingyi Liao
Zhao Jin
Dacheng Tao
VGen
256
1
0
16 Dec 2024
SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer
SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer
Hong Chen
Zihan Wang
Xianrui Li
Xingwu Sun
Fangyi Chen
Jiang Liu
Jiadong Wang
Bhiksha Raj
Zicheng Liu
Emad Barsoum
VLM
288
10
0
14 Dec 2024
RandAR: Decoder-only Autoregressive Visual Generation in Random Orders
RandAR: Decoder-only Autoregressive Visual Generation in Random Orders
Ziqi Pang
Tianyuan Zhang
Fujun Luan
Yunze Man
Hao Tan
Kai Zhang
William T. Freeman
Yu-Xiong Wang
VGen
137
20
0
02 Dec 2024
3D-WAG: Hierarchical Wavelet-Guided Autoregressive Generation for High-Fidelity 3D Shapes
3D-WAG: Hierarchical Wavelet-Guided Autoregressive Generation for High-Fidelity 3D Shapes
Tejaswini Medi
Arianna Rampini
Pradyumna Reddy
P. Jayaraman
Margret Keuper
DiffM
166
0
0
28 Nov 2024
Orthus: Autoregressive Interleaved Image-Text Generation with Modality-Specific Heads
Siqi Kou
Jiachun Jin
Chang Liu
Ye Ma
Jian Jia
Quan Chen
Peng Jiang
Zhijie Deng
Zhijie Deng
DiffMVGenVLM
243
12
0
28 Nov 2024
WF-VAE: Enhancing Video VAE by Wavelet-Driven Energy Flow for Latent Video Diffusion Model
WF-VAE: Enhancing Video VAE by Wavelet-Driven Energy Flow for Latent Video Diffusion Model
Zongjian Li
Bin Lin
Yang Ye
Liuhan Chen
Xinhua Cheng
Shenghai Yuan
Li-xin Yuan
VGenDiffM
172
20
0
26 Nov 2024
SAR3D: Autoregressive 3D Object Generation and Understanding via Multi-scale 3D VQVAE
SAR3D: Autoregressive 3D Object Generation and Understanding via Multi-scale 3D VQVAE
Yongwei Chen
Yushi Lan
Shangchen Zhou
Tengfei Wang
Xingang Pan
251
6
0
25 Nov 2024
PanoLlama: Generating Endless and Coherent Panoramas with Next-Token-Prediction LLMs
PanoLlama: Generating Endless and Coherent Panoramas with Next-Token-Prediction LLMs
Teng Zhou
Xiaoyu Zhang
Yongchuan Tang
MLLMDiffM
202
1
0
24 Nov 2024
Autoregressive Models in Vision: A Survey
Autoregressive Models in Vision: A Survey
Jing Xiong
Gongye Liu
Lun Huang
Chengyue Wu
Taiqiang Wu
...
Hao Fei
Guillermo Sapiro
Jiebo Luo
Ping Luo
Ngai Wong
VGen
191
14
0
08 Nov 2024
LARP: Tokenizing Videos with a Learned Autoregressive Generative Prior
LARP: Tokenizing Videos with a Learned Autoregressive Generative Prior
Hanyu Wang
Saksham Suri
Yixuan Ren
Hao Chen
Abhinav Shrivastava
VGen
107
12
0
28 Oct 2024
ARLON: Boosting Diffusion Transformers with Autoregressive Models for Long Video Generation
ARLON: Boosting Diffusion Transformers with Autoregressive Models for Long Video Generation
Zongyi Li
Shujie Hu
Shujie Liu
Long Zhou
Jeongsoo Choi
Lingwei Meng
Xun Guo
Jiajian Li
H. Ling
Furu Wei
VGenDiffM
152
7
0
27 Oct 2024
Simpler Diffusion (SiD2): 1.5 FID on ImageNet512 with pixel-space diffusion
Simpler Diffusion (SiD2): 1.5 FID on ImageNet512 with pixel-space diffusion
Emiel Hoogeboom
Thomas Mensink
Jonathan Heek
Kay Lamerigts
Ruiqi Gao
Tim Salimans
470
13
0
25 Oct 2024
BiGR: Harnessing Binary Latent Codes for Image Generation and Improved Visual Representation Capabilities
BiGR: Harnessing Binary Latent Codes for Image Generation and Improved Visual Representation Capabilities
Shaozhe Hao
Xuantong Liu
Xianbiao Qi
Shihao Zhao
Bojia Zi
Rong Xiao
Kai Han
Kwan-Yee K. Wong
198
3
0
18 Oct 2024
Stabilize the Latent Space for Image Autoregressive Modeling: A Unified
  Perspective
Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective
Yongxin Zhu
Bing Li
Hang Zhang
Xin Li
Linli Xu
Lidong Bing
DiffM
116
9
0
16 Oct 2024
MotionAura: Generating High-Quality and Motion Consistent Videos using Discrete Diffusion
MotionAura: Generating High-Quality and Motion Consistent Videos using Discrete Diffusion
Onkar Susladkar
Jishu Sen Gupta
Chirag Sehgal
Sparsh Mittal
Rekha Singhal
DiffMVGen
105
0
0
10 Oct 2024
Progressive Autoregressive Video Diffusion Models
Progressive Autoregressive Video Diffusion Models
Desai Xie
Zhan Xu
Yicong Hong
Hao Tan
Difan Liu
Feng Liu
Arie E. Kaufman
Yang Zhou
DiffMVGen
127
15
0
10 Oct 2024
ElasticTok: Adaptive Tokenization for Image and Video
ElasticTok: Adaptive Tokenization for Image and Video
Wilson Yan
Matei A. Zaharia
Volodymyr Mnih
Pieter Abbeel
Aleksandra Faust
Hao Liu
VGen
113
11
0
10 Oct 2024
Masked Generative Priors Improve World Models Sequence Modelling Capabilities
Masked Generative Priors Improve World Models Sequence Modelling Capabilities
Cristian Meo
Mircea Lica
Zarif Ikram
Akihiro Nakano
Vedant Shah
Aniket Didolkar
Dianbo Liu
Anirudh Goyal
Justin Dauwels
OffRL
240
0
0
10 Oct 2024
Restructuring Vector Quantization with the Rotation Trick
Restructuring Vector Quantization with the Rotation Trick
Christopher Fifty
Ronald G. Junkins
Dennis Duan
Aniketh Iger
Jerry W. Liu
Ehsan Amid
Sebastian Thrun
Christopher Ré
LLMSV
173
13
0
08 Oct 2024
Pyramidal Flow Matching for Efficient Video Generative Modeling
Pyramidal Flow Matching for Efficient Video Generative Modeling
Yang Jin
Zhicheng Sun
Ningyuan Li
Kun Xu
K. Xu
...
Nan Zhuang
Quzhe Huang
Yang Song
Yadong Mu
Zhouchen Lin
VGen
168
87
0
08 Oct 2024
Think While You Generate: Discrete Diffusion with Planned Denoising
Think While You Generate: Discrete Diffusion with Planned Denoising
Sulin Liu
Juno Nam
Andrew Campbell
Hannes Stärk
Yilun Xu
Tommi Jaakkola
Rafael Gómez-Bombarelli
DiffM
150
12
0
08 Oct 2024
Zebra: In-Context Generative Pretraining for Solving Parametric PDEs
Zebra: In-Context Generative Pretraining for Solving Parametric PDEs
Louis Serrano
Armand K. Koupai
Thomas X. Wang
Pierre Erbacher
Patrick Gallinari
AI4CE
107
5
0
04 Oct 2024
Loong: Generating Minute-level Long Videos with Autoregressive Language Models
Loong: Generating Minute-level Long Videos with Autoregressive Language Models
Yuqing Wang
Tianwei Xiong
Daquan Zhou
Zhijie Lin
Yang Zhao
Bingyi Kang
Jiashi Feng
Xihui Liu
VGen
163
35
0
03 Oct 2024
Denoising with a Joint-Embedding Predictive Architecture
Denoising with a Joint-Embedding Predictive Architecture
Dengsheng Chen
Jie Hu
Xiaoming Wei
Enhua Wu
DiffM
172
3
0
02 Oct 2024
HR-Extreme: A High-Resolution Dataset for Extreme Weather Forecasting
HR-Extreme: A High-Resolution Dataset for Extreme Weather Forecasting
Nian Ran
Peng Xiao
Yue Wang
Wesley Shi
Jianxin Lin
Qi Meng
Richard Allmendinger
AI4Cl
181
0
0
27 Sep 2024
Multi-modal Generative AI: Multi-modal LLMs, Diffusions and the Unification
Multi-modal Generative AI: Multi-modal LLMs, Diffusions and the Unification
X. Wang
Yuwei Zhou
Bin Huang
Hong Chen
Wenwu Zhu
DiffM
151
9
0
23 Sep 2024
Open-MAGVIT2: An Open-Source Project Toward Democratizing Auto-regressive Visual Generation
Open-MAGVIT2: An Open-Source Project Toward Democratizing Auto-regressive Visual Generation
Zhuoyan Luo
Fengyuan Shi
Yixiao Ge
Yujiu Yang
Limin Wang
Ying Shan
VLM
162
59
0
06 Sep 2024
CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer
CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer
Zhuoyi Yang
Jiayan Teng
Wendi Zheng
Ming Ding
Shiyu Huang
...
Weihan Wang
Yean Cheng
Xiaotao Gu
Yuxiao Dong
Jie Tang
DiffMVGen
314
565
0
12 Aug 2024
VidGen-1M: A Large-Scale Dataset for Text-to-video Generation
VidGen-1M: A Large-Scale Dataset for Text-to-video Generation
Zhiyu Tan
Xiaomeng Yang
Luozheng Qin
Hao Li
VGen
111
22
0
05 Aug 2024
Bailing-TTS: Chinese Dialectal Speech Synthesis Towards Human-like
  Spontaneous Representation
Bailing-TTS: Chinese Dialectal Speech Synthesis Towards Human-like Spontaneous Representation
Xinhan Di
Jiahao Lu
Yunming Liang
Junjie Zheng
Yihua Wang
Chaofan Ding
ALM
91
1
0
01 Aug 2024
Tora: Trajectory-oriented Diffusion Transformer for Video Generation
Tora: Trajectory-oriented Diffusion Transformer for Video Generation
Zhenghao Zhang
Junchao Liao
Menghao Li
Zuozhuo Dai
Bingxue Qiu
Hao Hu
Shaowei Cai
Weizhi Wang
VGen
179
57
0
31 Jul 2024
Video In-context Learning: Autoregressive Transformers are Zero-Shot Video Imitators
Video In-context Learning: Autoregressive Transformers are Zero-Shot Video Imitators
Wentao Zhang
Junliang Guo
Tianyu He
Li Zhao
Linli Xu
Jiang Bian
120
4
0
10 Jul 2024
Autoregressive Image Generation without Vector Quantization
Autoregressive Image Generation without Vector Quantization
Tianhong Li
Yonglong Tian
He Li
Mingyang Deng
Kaiming He
DiffM
164
238
0
17 Jun 2024
An Image is Worth 32 Tokens for Reconstruction and Generation
An Image is Worth 32 Tokens for Reconstruction and Generation
Qihang Yu
Mark Weber
XueQing Deng
Xiaohui Shen
Daniel Cremers
Liang-Chieh Chen
VLMViT
172
104
0
11 Jun 2024
Promptus: Can Prompts Streaming Replace Video Streaming with Stable Diffusion
Promptus: Can Prompts Streaming Replace Video Streaming with Stable Diffusion
Jiangkai Wu
Liming Liu
Yunpeng Tan
Junlin Hao
Xinggong Zhang
146
3
0
30 May 2024
Glauber Generative Model: Discrete Diffusion Models via Binary Classification
Glauber Generative Model: Discrete Diffusion Models via Binary Classification
Harshit Varma
Dheeraj M. Nagaraj
Karthikeyan Shanmugam
VLM
216
3
0
27 May 2024
CLIP-VQDiffusion : Langauge Free Training of Text To Image generation
  using CLIP and vector quantized diffusion model
CLIP-VQDiffusion : Langauge Free Training of Text To Image generation using CLIP and vector quantized diffusion model
S. Han
Joohee Kim
DiffMCLIP
72
2
0
22 Mar 2024
Fast Transformer Decoding: One Write-Head is All You Need
Fast Transformer Decoding: One Write-Head is All You Need
Noam M. Shazeer
172
479
0
06 Nov 2019
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