Title
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 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 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 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 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 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 DiffM VGen VLM 243 12 0 28 Nov 2024
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 VGen DiffM 172 20 0 26 Nov 2024
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 Teng Zhou Xiaoyu Zhang Yongchuan Tang MLLM DiffM 202 1 0 24 Nov 2024
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 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 Zongyi Li Shujie Hu Shujie Liu Long Zhou Jeongsoo Choi Lingwei Meng Xun Guo Jiajian Li H. Ling Furu Wei VGen DiffM 152 7 0 27 Oct 2024
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 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 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 Onkar Susladkar Jishu Sen Gupta Chirag Sehgal Sparsh Mittal Rekha Singhal DiffM VGen 105 0 0 10 Oct 2024
Progressive Autoregressive Video Diffusion Models Desai Xie Zhan Xu Yicong Hong Hao Tan Difan Liu Feng Liu Arie E. Kaufman Yang Zhou DiffM VGen 127 15 0 10 Oct 2024
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 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 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 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 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 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 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 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 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 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 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 Zhuoyi Yang Jiayan Teng Wendi Zheng Ming Ding Shiyu Huang ... Weihan Wang Yean Cheng Xiaotao Gu Yuxiao Dong Jie Tang DiffM VGen 314 565 0 12 Aug 2024
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 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 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 Wentao Zhang Junliang Guo Tianyu He Li Zhao Linli Xu Jiang Bian 120 4 0 10 Jul 2024
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 Qihang Yu Mark Weber XueQing Deng Xiaohui Shen Daniel Cremers Liang-Chieh Chen VLM ViT 172 104 0 11 Jun 2024
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 Harshit Varma Dheeraj M. Nagaraj Karthikeyan Shanmugam VLM 219 3 0 27 May 2024
CLIP-VQDiffusion : Langauge Free Training of Text To Image generation using CLIP and vector quantized diffusion model S. Han Joohee Kim DiffM CLIP 72 2 0 22 Mar 2024
Fast Transformer Decoding: One Write-Head is All You Need Noam M. Shazeer 172 479 0 06 Nov 2019