MAGE: MAsked Generative Encoder to Unify Representation Learning and Image Synthesis

16 November 2022

Papers citing "MAGE: MAsked Generative Encoder to Unify Representation Learning and Image Synthesis"

50 / 124 papers shown

Title
Continuous Visual Autoregressive Generation via Score Maximization Chenze Shao Fandong Meng Jie Zhou DiffM 18 0 0 12 May 2025
Joint Low-level and High-level Textual Representation Learning with Multiple Masking Strategies Zhengmi Tang Yuto Mitsui Tomo Miyazaki S. Omachi 19 0 0 11 May 2025
Automated Learning of Semantic Embedding Representations for Diffusion Models Limai Jiang Yunpeng Cai DiffM 23 0 0 09 May 2025
Phenotype-Guided Generative Model for High-Fidelity Cardiac MRI Synthesis: Advancing Pretraining and Clinical Applications Z. Li Yujian Hu Zhengyao Ding Yiheng Mao H. Li Fan Yi Hongkun Zhang Zhengxing Huang MedIm 28 0 0 06 May 2025
Distilling semantically aware orders for autoregressive image generation Rishav Pramanik Antoine Poupon Juan A. Rodriguez Masih Aminbeidokhti David Vazquez Christopher Pal Zhaozheng Yin M. Pedersoli 26 0 0 23 Apr 2025
Towards Explainable Fake Image Detection with Multi-Modal Large Language Models Yikun Ji Y. Hong Jiahui Zhan H. Chen Jun Lan Huijia Zhu Weiqiang Wang L. Zhang Jianfu Zhang MLLM LRM 41 0 0 19 Apr 2025
Generative Recommendation with Continuous-Token Diffusion Haohao Qu Wenqi Fan Shanru Lin DiffM 84 0 0 16 Apr 2025
Autoregressive Distillation of Diffusion Transformers Yeongmin Kim Sotiris Anagnostidis Yuming Du Edgar Schönfeld Jonas Kohler Markos Georgopoulos Albert Pumarola Ali K. Thabet A. Sanakoyeu 26 0 0 15 Apr 2025
Efficient Generative Model Training via Embedded Representation Warmup Deyuan Liu Peng Sun Xufeng Li Tao Lin 19 0 0 14 Apr 2025
MotionDreamer: One-to-Many Motion Synthesis with Localized Generative Masked Transformer Yilin Wang Chuan Guo Yuxuan Mu Muhammad Gohar Javed X. Zuo Juwei Lu Hai Jiang Li Cheng VGen 27 0 0 11 Apr 2025
MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and Quantization Siyuan Li L. Zhang Zedong Wang Juanxi Tian Cheng Tan ... Chang Yu Qingsong Xie Haonan Lu Haoqian Wang Zhen Lei 46 0 0 01 Apr 2025
CODA: Repurposing Continuous VAEs for Discrete Tokenization Zeyu Liu Zanlin Ni Yeguo Hua Xin Deng Xiao Ma Cheng Zhong Gao Huang 42 0 0 22 Mar 2025
D2C: Unlocking the Potential of Continuous Autoregressive Image Generation with Discrete Tokens Panpan Wang Liqiang Niu Fandong Meng Jinan Xu Yufeng Chen Jie Zhou DiffM 42 0 0 21 Mar 2025
Halton Scheduler For Masked Generative Image Transformer Victor Besnier Mickael Chen David Hurych Eduardo Valle Matthieu Cord 47 1 0 21 Mar 2025
CAM-Seg: A Continuous-valued Embedding Approach for Semantic Image Generation Masud Ahmed Zahid Hasan Syed Arefinul Haque A. Faridee S. Purushotham Suya You Nirmalya Roy 48 0 0 19 Mar 2025
Conjuring Positive Pairs for Efficient Unification of Representation Learning and Image Synthesis Imanol G. Estepa Jesús M. Rodríguez-de-Vera Ignacio Sarasúa Bhalaji Nagarajan P. Radeva 47 0 0 19 Mar 2025
LazyMAR: Accelerating Masked Autoregressive Models via Feature Caching Feihong Yan Qingyan Wei Jiayi Tang J. Li Y. Wang Xuming Hu Huiqi Li Linfeng Zhang 49 0 0 16 Mar 2025
Autoregressive Image Generation with Vision Full-view Prompt Miaomiao Cai G. Wang Wei Li Zhijun Tu Hanting Chen Shaohui Lin Jie Hu LRM 57 0 0 13 Mar 2025
Autoregressive Image Generation with Randomized Parallel Decoding Haopeng Li Jinyue Yang Guoqi Li Huan Wang 53 0 0 13 Mar 2025
Effective and Efficient Masked Image Generation Models Zebin You Jingyang Ou Xiaolu Zhang Jun Hu Jun Zhou Chongxuan Li DiffM VLM 54 1 0 10 Mar 2025
USP: Unified Self-Supervised Pretraining for Image Generation and Understanding Xiangxiang Chu Renda Li Yong Wang 60 0 0 08 Mar 2025
ARINAR: Bi-Level Autoregressive Feature-by-Feature Generative Models Qinyu Zhao Stephen Gould Liang Zheng DiffM GAN VGen VLM 62 0 0 04 Mar 2025
UniWav: Towards Unified Pre-training for Speech Representation Learning and Generation Alexander H. Liu Sang-gil Lee Chao-Han Huck Yang Yuan Gong Yu-Chun Wang James Glass Rafael Valle Bryan Catanzaro SSL 42 0 0 02 Mar 2025
$Controllable Unlearning for Image-to-Image Generative Models via $\varepsilon$-Constrained Optimization$ Controllable Unlearning for Image-to-Image Generative Models via $\varepsilon$ -Constrained Optimization Xiaohua Feng Chao-Jun Chen Yuyuan Li L. Zhang Longfei Li Jun Zhou Xiaolin Zheng MU 68 0 0 20 Feb 2025
Architect of the Bits World: Masked Autoregressive Modeling for Circuit Generation Guided by Truth Table Haoyuan Wu Haisheng Zheng Shoubo Hu Zhuolun He Bei Yu 45 0 0 18 Feb 2025
Hyperspherical Energy Transformer with Recurrent Depth Yunzhe Hu Difan Zou Dong Xu 34 0 0 17 Feb 2025
EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling Theodoros Kouzelis Ioannis Kakogeorgiou Spyros Gidaris N. Komodakis DRL 67 5 0 17 Feb 2025
Visual Generation Without Guidance Huayu Chen Kai Jiang Kaiwen Zheng Jianfei Chen Hang Su J. Zhu 55 0 0 28 Jan 2025
Democratizing Text-to-Image Masked Generative Models with Compact Text-Aware One-Dimensional Tokens Dongwon Kim Ju He Qihang Yu Chenglin Yang Xiaohui Shen Suha Kwak Liang-Chieh Chen VLM 43 6 0 13 Jan 2025
Gaussian Masked Autoencoders Jathushan Rajasegaran Xinlei Chen Rulilong Li Christoph Feichtenhofer Jitendra Malik Shiry Ginosar 3DGS 33 1 0 06 Jan 2025
Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation Mingjia Li Shuang Li Tongrui Su Longhui Yuan Jian Liang Wei Li DiffM 28 0 0 03 Jan 2025
Self-control: A Better Conditional Mechanism for Masked Autoregressive Model Qiaoying Qu Shiyu Shen DiffM 69 0 0 18 Dec 2024
SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer H. Chen Z. Wang X. Li X. Sun Fangyi Chen Jiang Liu J. Wang Bhiksha Raj Zicheng Liu Emad Barsoum VLM 103 6 0 14 Dec 2024
[MASK] is All You Need Vincent Tao Hu Bjorn Ommer DiffM 135 2 0 09 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 64 12 0 02 Dec 2024
ENAT: Rethinking Spatial-temporal Interactions in Token-based Image Synthesis Zanlin Ni Yulin Wang Renping Zhou Yizeng Han Jiayi Guo Zhiyuan Liu Yuan Yao Gao Huang 48 4 0 11 Nov 2024
Autoregressive Models in Vision: A Survey Jing Xiong Gongye Liu Lun Huang Chengyue Wu Taiqiang Wu ... M. Zhang Guillermo Sapiro Jiebo Luo Ping Luo Ngai Wong VGen 46 9 0 08 Nov 2024
Image Understanding Makes for A Good Tokenizer for Image Generation Luting Wang Yang Zhao Zijian Zhang Jiashi Feng Si Liu Bingyi Kang VLM 21 1 0 07 Nov 2024
Textual Decomposition Then Sub-motion-space Scattering for Open-Vocabulary Motion Generation Ke Fan J. Zhang Ran Yi Jingyu Gong Yabiao Wang Yating Wang Xin Tan Chengjie Wang Lizhuang Ma 29 2 0 06 Nov 2024
Elucidating the design space of language models for image generation Xuantong Liu Shaozhe Hao Xianbiao Qi Tianyang Hu Jun Wang Rong Xiao Yuan Yao VLM 30 3 0 21 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 41 3 0 18 Oct 2024
Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective Yongxin Zhu B. Li Hang Zhang Xin Li Linli Xu Lidong Bing DiffM 16 9 0 16 Oct 2024
Customize Your Visual Autoregressive Recipe with Set Autoregressive Modeling Wenze Liu Le Zhuo Yi Xin Sheng Xia Peng Gao Xiangyu Yue 29 6 0 14 Oct 2024
Toward Guidance-Free AR Visual Generation via Condition Contrastive Alignment Huayu Chen Hang Su Peize Sun J. Zhu VLM 33 3 0 12 Oct 2024
Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think Sihyun Yu Sangkyung Kwak Huiwon Jang Jongheon Jeong Jonathan Huang Jinwoo Shin Saining Xie OCL 65 59 0 09 Oct 2024
Denoising with a Joint-Embedding Predictive Architecture Dengsheng Chen Jie Hu Xiaoming Wei Enhua Wu DiffM 47 2 0 02 Oct 2024
MaskMamba: A Hybrid Mamba-Transformer Model for Masked Image Generation Wenchao Chen Liqiang Niu Ziyao Lu Fandong Meng Jie Zhou Mamba 30 4 0 30 Sep 2024
From Vision to Audio and Beyond: A Unified Model for Audio-Visual Representation and Generation Kun Su Xiulong Liu Eli Shlizerman VGen 21 6 0 27 Sep 2024
Driving with Prior Maps: Unified Vector Prior Encoding for Autonomous Vehicle Mapping Shuang Zeng Xinyuan Chang Xinran Liu Zheng Pan Xing Wei 35 1 0 09 Sep 2024
Vec2Face: Scaling Face Dataset Generation with Loosely Constrained Vectors Haiyu Wu Jaskirat Singh Sicong Tian Liang Zheng Kevin W. Bowyer CVBM 42 3 0 04 Sep 2024