mc-BEiT: Multi-choice Discretization for Image BERT Pre-training

29 March 2022

Ying Shan

Papers citing "mc-BEiT: Multi-choice Discretization for Image BERT Pre-training"

31 / 31 papers shown

Title
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
Structured-Noise Masked Modeling for Video, Audio and Beyond Aritra Bhowmik Fida Mohammad Thoker Carlos Hinojosa Bernard Ghanem Cees G. M. Snoek VGen 59 0 0 20 Mar 2025
C^2DA: Contrastive and Context-aware Domain Adaptive Semantic Segmentation Md. Al-Masrur Khan Zheng Chen Lantao Liu 15 0 0 10 Oct 2024
Rethinking Video Segmentation with Masked Video Consistency: Did the Model Learn as Intended? Chen Liang Qiang Guo Xiaochao Qu Luoqi Liu Ting Liu VOS 32 0 0 20 Aug 2024
Unveiling Encoder-Free Vision-Language Models Haiwen Diao Yufeng Cui Xiaotong Li Yueze Wang Huchuan Lu Xinlong Wang VLM 38 28 0 17 Jun 2024
Emerging Property of Masked Token for Effective Pre-training Hyesong Choi Hunsang Lee Seyoung Joung Hyejin Park Jiyeong Kim Dongbo Min 20 9 0 12 Apr 2024
Task-customized Masked AutoEncoder via Mixture of Cluster-conditional Experts Zhili Liu Kai Chen Jianhua Han Lanqing Hong Hang Xu Zhenguo Li James T. Kwok MoE 109 24 0 08 Feb 2024
Masked Modeling for Self-supervised Representation Learning on Vision and Beyond Siyuan Li Luyuan Zhang Zedong Wang Di Wu Lirong Wu ... Jun-Xiong Xia Cheng Tan Yang Liu Baigui Sun Stan Z. Li SSL 29 13 0 31 Dec 2023
Morphing Tokens Draw Strong Masked Image Models Taekyung Kim Byeongho Heo Dongyoon Han 44 3 0 30 Dec 2023
Cross-BERT for Point Cloud Pretraining Xin Li Peng Li Zeyong Wei Zhe Zhu Mingqiang Wei Junhui Hou Liangliang Nan J. Qin H. Xie F. Wang SSL 3DPC 23 0 0 08 Dec 2023
Towards Transferable Multi-modal Perception Representation Learning for Autonomy: NeRF-Supervised Masked AutoEncoder Xiaohao Xu 28 0 0 23 Nov 2023
MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments Spyros Gidaris Andrei Bursuc Oriane Siméoni Antonín Vobecký N. Komodakis Matthieu Cord Patrick Pérez SSL ViT 16 3 0 18 Jul 2023
Centroid-centered Modeling for Efficient Vision Transformer Pre-training Xin Yan Zuchao Li Lefei Zhang Bo Du Dacheng Tao VLM 20 0 0 08 Mar 2023
RILS: Masked Visual Reconstruction in Language Semantic Space Shusheng Yang Yixiao Ge Kun Yi Dian Li Ying Shan Xiaohu Qie Xinggang Wang CLIP 27 11 0 17 Jan 2023
Disjoint Masking with Joint Distillation for Efficient Masked Image Modeling Xin Ma Chang-Shu Liu Chunyu Xie Long Ye Yafeng Deng Xiang Ji 18 9 0 31 Dec 2022
Rethinking the Objectives of Vector-Quantized Tokenizers for Image Synthesis Yuchao Gu Xintao Wang Yixiao Ge Ying Shan Xiaohu Qie Mike Zheng Shou DiffM 19 20 0 06 Dec 2022
MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation Lukas Hoyer Dengxin Dai Haoran Wang Luc Van Gool 28 219 0 02 Dec 2022
Fast-iTPN: Integrally Pre-Trained Transformer Pyramid Network with Token Migration Yunjie Tian Lingxi Xie Jihao Qiu Jianbin Jiao Yaowei Wang Qi Tian Qixiang Ye ViT 19 6 0 23 Nov 2022
CAE v2: Context Autoencoder with CLIP Target Xinyu Zhang Jiahui Chen Junkun Yuan Qiang Chen Jian Wang ... Jimin Pi Kun Yao Junyu Han Errui Ding Jingdong Wang VLM CLIP 34 24 0 17 Nov 2022
VLMAE: Vision-Language Masked Autoencoder Su He Taian Guo Tao Dai Ruizhi Qiao Chen Wu Xiujun Shu Bohan Ren VLM 19 11 0 19 Aug 2022
MILAN: Masked Image Pretraining on Language Assisted Representation Zejiang Hou Fei Sun Yen-kuang Chen Yuan Xie S. Kung ViT 21 67 0 11 Aug 2022
A Survey on Masked Autoencoder for Self-supervised Learning in Vision and Beyond Chaoning Zhang Chenshuang Zhang Junha Song John Seon Keun Yi Kang Zhang In So Kweon SSL 42 70 0 30 Jul 2022
Boosting Point-BERT by Multi-choice Tokens Kexue Fu Ming-Dong Yuan Manning Wang 3DPC 6 6 0 27 Jul 2022
Dissecting Self-Supervised Learning Methods for Surgical Computer Vision Sanat Ramesh V. Srivastav Deepak Alapatt Tong Yu Aditya Murali ... Saurav Sharma A. Fleurentin Georgios Exarchakis Alexandros Karargyris N. Padoy 16 42 0 01 Jul 2022
SemMAE: Semantic-Guided Masking for Learning Masked Autoencoders Gang Li Heliang Zheng Daqing Liu Chaoyue Wang Bing-Huang Su Changwen Zheng 19 124 0 21 Jun 2022
Masked Image Modeling with Denoising Contrast Kun Yi Yixiao Ge Xiaotong Li Shusheng Yang Dian Li Jianping Wu Ying Shan Xiaohu Qie VLM 25 50 0 19 May 2022
Context Autoencoder for Self-Supervised Representation Learning Xiaokang Chen Mingyu Ding Xiaodi Wang Ying Xin Shentong Mo Yunhao Wang Shumin Han Ping Luo Gang Zeng Jingdong Wang SSL 22 386 0 07 Feb 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,412 0 11 Nov 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 295 5,761 0 29 Apr 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,764 0 24 Feb 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 238 3,359 0 09 Mar 2020