Masked Siamese ConvNets

15 June 2022

Papers citing "Masked Siamese ConvNets"

26 / 26 papers shown

Title
Relational Contrastive Learning and Masked Image Modeling for Scene Text Recognition T. Lin Jinglei Zhang Yi Xu Kai Chen Rui Zhang C. L. P. Chen 33 0 0 18 Nov 2024
Masked Image Modeling as a Framework for Self-Supervised Learning across Eye Movements Robin Weiler Matthias Brucklacher C. Pennartz Sander M. Bohté 29 0 0 12 Apr 2024
Machine Learning in Proton Exchange Membrane Water Electrolysis -- Part I: A Knowledge-Integrated Framework Xia Chen A. Rex Janis Woelke Christoph Eckert B. Bensmann R. Hanke‐Rauschenbach Philipp Geyer 16 0 0 24 Jan 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
Pair-wise Layer Attention with Spatial Masking for Video Prediction Ping Li Chenhan Zhang Zheng Yang Xianghua Xu Mingli Song 16 0 0 19 Nov 2023
Modularity in Deep Learning: A Survey Haozhe Sun Isabelle Guyon MoMe 23 2 0 02 Oct 2023
Masking Improves Contrastive Self-Supervised Learning for ConvNets, and Saliency Tells You Where Zhi-Yi Chin Chieh-Ming Jiang Ching-Chun Huang Pin-Yu Chen Wei-Chen Chiu SSL 12 0 0 22 Sep 2023
Pathway toward prior knowledge-integrated machine learning in engineering Xia Chen Philipp Geyer AI4CE 12 4 0 10 Jul 2023
Image as First-Order Norm+Linear Autoregression: Unveiling Mathematical Invariance Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Lu Yuan Zicheng Liu Youzuo Lin 22 2 0 25 May 2023
CMID: A Unified Self-Supervised Learning Framework for Remote Sensing Image Understanding Dilxat Muhtar Xue-liang Zhang P. Xiao Zhenshi Li Feng-Xue Gu SSL 22 48 0 19 Apr 2023
ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders Sanghyun Woo Shoubhik Debnath Ronghang Hu Xinlei Chen Zhuang Liu In So Kweon Saining Xie SyDa 49 721 0 02 Jan 2023
MM-3DScene: 3D Scene Understanding by Customizing Masked Modeling with Informative-Preserved Reconstruction and Self-Distilled Consistency Mingye Xu Mutian Xu Tong He Wanli Ouyang Yali Wang Xiaoguang Han Yu Qiao 15 10 0 20 Dec 2022
Attentive Mask CLIP Yifan Yang Weiquan Huang Yixuan Wei Houwen Peng Xinyang Jiang ... Fangyun Wei Yin Wang Han Hu Lili Qiu Yuqing Yang CLIP VLM 32 26 0 16 Dec 2022
Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language Alexei Baevski Arun Babu Wei-Ning Hsu Michael Auli VLM SSL 27 91 0 14 Dec 2022
SimVTP: Simple Video Text Pre-training with Masked Autoencoders Yue Ma Tianyu Yang Yin Shan Xiu Li 25 27 0 07 Dec 2022
Self-Supervised Learning based on Heat Equation Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Lu Yuan Zicheng Liu Youzuo Lin 19 4 0 23 Nov 2022
MixMask: Revisiting Masking Strategy for Siamese ConvNets Kirill Vishniakov Eric P. Xing Zhiqiang Shen 13 0 0 20 Oct 2022
Minimalistic Unsupervised Learning with the Sparse Manifold Transform Yubei Chen Zeyu Yun Y. Ma Bruno A. Olshausen Yann LeCun 22 8 0 30 Sep 2022
IDEA: Interactive DoublE Attentions from Label Embedding for Text Classification Ziyuan Wang Hailiang Huang Songqiao Han VLM 18 2 0 23 Sep 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
Towards Understanding Why Mask-Reconstruction Pretraining Helps in Downstream Tasks Jia-Yu Pan Pan Zhou Shuicheng Yan SSL 14 14 0 08 Jun 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 292 5,761 0 29 Apr 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 238 3,359 0 09 Mar 2020
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 282 39,170 0 01 Sep 2014