Context Autoencoder for Self-Supervised Representation Learning

7 February 2022

Mingyu Ding

Shentong Mo

Jingdong Wang

Papers citing "Context Autoencoder for Self-Supervised Representation Learning"

50 / 81 papers shown

Title
CGTrack: Cascade Gating Network with Hierarchical Feature Aggregation for UAV Tracking Weihong Li Xiaoqiong Liu Heng Fan L. Zhang 24 0 0 09 May 2025
Can Masked Autoencoders Also Listen to Birds? Lukas Rauch Ilyass Moummad René Heinrich Alexis Joly Bernhard Sick Christoph Scholz 29 0 0 17 Apr 2025
Evolved Hierarchical Masking for Self-Supervised Learning Zhanzhou Feng Shiliang Zhang 37 0 0 12 Apr 2025
MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Representations Benedikt Alkin Lukas Miklautz Sepp Hochreiter Johannes Brandstetter VLM 63 8 0 24 Feb 2025
Intensity-Spatial Dual Masked Autoencoder for Multi-Scale Feature Learning in Chest CT Segmentation Yuexing Ding Jun Wang H. Lyu 86 0 0 17 Feb 2025
Contrastive Masked Autoencoders for Character-Level Open-Set Writer Identification Xiaowei Jiang Wenhao Ma Yiqun Duan T. Do Chin-Teng Lin 31 0 0 21 Jan 2025
Locality Alignment Improves Vision-Language Models Ian Covert Tony Sun James Y. Zou Tatsunori Hashimoto VLM 64 3 0 14 Oct 2024
Denoising with a Joint-Embedding Predictive Architecture Dengsheng Chen Jie Hu Xiaoming Wei Enhua Wu DiffM 50 2 0 02 Oct 2024
RingMo-Aerial: An Aerial Remote Sensing Foundation Model With A Affine Transformation Contrastive Learning Wenhui Diao Haichen Yu Kaiyue Kang Tong Ling Di Liu ... Hanbo Bi Libo Ren Xuexue Li Yongqiang Mao Xian Sun 29 1 0 20 Sep 2024
Membership Inference Attack Against Masked Image Modeling Z. Li Xinlei He Ning Yu Yang Zhang 42 1 0 13 Aug 2024
Harmony: A Joint Self-Supervised and Weakly-Supervised Framework for Learning General Purpose Visual Representations Mohammed Baharoon Jonathan Klein D. L. Michels SSL VLM 36 0 0 23 May 2024
Multi Positive Contrastive Learning with Pose-Consistent Generated Images Sho Inayoshi Aji Resindra Widya Satoshi Ozaki Junji Otsuka Takeshi Ohashi 3DH 36 1 0 04 Apr 2024
Morphing Tokens Draw Strong Masked Image Models Taekyung Kim Byeongho Heo Dongyoon Han 44 3 0 30 Dec 2023
Towards Context-Stable and Visual-Consistent Image Inpainting Yikai Wang Chenjie Cao Yanwei Fu DiffM 45 2 0 08 Dec 2023
A brief introduction to a framework named Multilevel Guidance-Exploration Network Guoqing Yang Zhiming Luo Jianzhe Gao Yingxin Lai Kun Yang Yifan He Shaozi Li 3DH 24 0 0 07 Dec 2023
EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything Yunyang Xiong Bala Varadarajan Lemeng Wu Xiaoyu Xiang Fanyi Xiao ... Dilin Wang Fei Sun Forrest N. Iandola Raghuraman Krishnamoorthi Vikas Chandra VLM 37 139 0 01 Dec 2023
Grid Jigsaw Representation with CLIP: A New Perspective on Image Clustering Zijie Song Zhenzhen Hu Richang Hong SSL 38 0 0 27 Oct 2023
Minimalist and High-Performance Semantic Segmentation with Plain Vision Transformers Yuanduo Hong Jue Wang Weichao Sun Huihui Pan VLM ViT 32 7 0 19 Oct 2023
Beyond Image Borders: Learning Feature Extrapolation for Unbounded Image Composition Xiaoyu Liu Ming-Yu Liu Junyi Li Shuai Liu Xiaotao Wang Lei Lei Wangmeng Zuo 28 1 0 21 Sep 2023
Masked Feature Modelling: Feature Masking for the Unsupervised Pre-training of a Graph Attention Network Block for Bottom-up Video Event Recognition Dimitrios Daskalakis Nikolaos Gkalelis Vasileios Mezaris 32 0 0 24 Aug 2023
Masked Momentum Contrastive Learning for Zero-shot Semantic Understanding Jiantao Wu Shentong Mo Muhammad Awais Sara Atito Zhenhua Feng J. Kittler VLM 25 4 0 22 Aug 2023
pNNCLR: Stochastic Pseudo Neighborhoods for Contrastive Learning based Unsupervised Representation Learning Problems Momojit Biswas Himanshu Buckchash Dilip K. Prasad SSL 16 7 0 14 Aug 2023
Inter-Instance Similarity Modeling for Contrastive Learning Chen Shen Dawei Liu H. Tang Zhe Qu Jianxin Wang SSL 24 4 0 21 Jun 2023
Learning to Mask and Permute Visual Tokens for Vision Transformer Pre-Training Lorenzo Baraldi Roberto Amoroso Marcella Cornia Lorenzo Baraldi Andrea Pilzer Rita Cucchiara 38 2 0 12 Jun 2023
A Novel Driver Distraction Behavior Detection Method Based on Self-supervised Learning with Masked Image Modeling Yingzhi Zhang Taiguo Li C. Li Xinghong Zhou 27 10 0 01 Jun 2023
Uncovering and Categorizing Social Biases in Text-to-SQL Y. Liu Yan Gao Zhe Su Xiaokang Chen Elliott Ash Jian-Guang Lou 46 6 0 25 May 2023
Interactive Segment Anything NeRF with Feature Imitation Xiaokang Chen Jiaxiang Tang Diwen Wan Jingbo Wang Gang Zeng 33 22 0 25 May 2023
Uncovering and Quantifying Social Biases in Code Generation Y. Liu Xiaokang Chen Yan Gao Zhe Su Fengji Zhang Daoguang Zan Jian-Guang Lou Pin-Yu Chen Tsung-Yi Ho 32 19 0 24 May 2023
GeoMAE: Masked Geometric Target Prediction for Self-supervised Point Cloud Pre-Training Xiaoyu Tian Haoxi Ran Yue Wang Hang Zhao 3DPC ViT 21 38 0 15 May 2023
Self-supervised Learning by View Synthesis Shaoteng Liu Xiangyu Zhang T. Hu Jiaya Jia 3DV ViT 40 1 0 22 Apr 2023
Language-aware Multiple Datasets Detection Pretraining for DETRs Jing Hao Song Chen Xiaodi Wang Shumin Han ObjD 18 3 0 07 Apr 2023
ISSTAD: Incremental Self-Supervised Learning Based on Transformer for Anomaly Detection and Localization WenPing Jin Fei-Yu Guo Li Zhu ViT MedIm 32 1 0 30 Mar 2023
Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning Chongjian Ge Jiangliu Wang Zhan Tong Shoufa Chen Yibing Song Ping Luo SSL 20 27 0 30 Mar 2023
Unmasked Teacher: Towards Training-Efficient Video Foundation Models Kunchang Li Yali Wang Yizhuo Li Yi Wang Yinan He Limin Wang Yu Qiao VGen 41 154 0 28 Mar 2023
Real-time 3D Semantic Scene Completion Via Feature Aggregation and Conditioned Prediction Xiaokang Chen Yajie Xing Gang Zeng 3DPC 24 15 0 20 Mar 2023
AdPE: Adversarial Positional Embeddings for Pretraining Vision Transformers via MAE+ Xiao Wang Ying Wang Ziwei Xuan Guo-Jun Qi ViT 31 3 0 14 Mar 2023
Rethinking Visual Prompt Learning as Masked Visual Token Modeling Ning Liao Bowen Shi Xiaopeng Zhang Min Cao Junchi Yan Qi Tian VLM 26 7 0 09 Mar 2023
PixMIM: Rethinking Pixel Reconstruction in Masked Image Modeling Yuan Liu Songyang Zhang Jiacheng Chen Kai-xiang Chen Dahua Lin 67 27 0 04 Mar 2023
Layer Grafted Pre-training: Bridging Contrastive Learning And Masked Image Modeling For Label-Efficient Representations Ziyu Jiang Yinpeng Chen Mengchen Liu Dongdong Chen Xiyang Dai Lu Yuan Zicheng Liu Zhangyang Wang SSL VLM CLIP 30 16 0 27 Feb 2023
Aerial Image Object Detection With Vision Transformer Detector (ViTDet) Liya Wang A. Tien 37 7 0 28 Jan 2023
RILS: Masked Visual Reconstruction in Language Semantic Space Shusheng Yang Yixiao Ge Kun Yi Dian Li Ying Shan Xiaohu Qie Xinggang Wang CLIP 35 11 0 17 Jan 2023
Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling Keyu Tian Yi-Xin Jiang Qishuai Diao Chen Lin Liwei Wang Zehuan Yuan 25 100 0 09 Jan 2023
TinyMIM: An Empirical Study of Distilling MIM Pre-trained Models Sucheng Ren Fangyun Wei Zheng-Wei Zhang Han Hu 29 34 0 03 Jan 2023
FastMIM: Expediting Masked Image Modeling Pre-training for Vision Jianyuan Guo Kai Han Han Wu Yehui Tang Yunhe Wang Chang Xu 25 9 0 13 Dec 2022
Exploring Stochastic Autoregressive Image Modeling for Visual Representation Yu-Hang Qi Fan Yang Yousong Zhu Yufei Liu Liwei Wu Rui Zhao Wei Li DiffM 27 13 0 03 Dec 2022
Exploiting Category Names for Few-Shot Classification with Vision-Language Models Taihong Xiao Zirui Wang Liangliang Cao Jiahui Yu Shengyang Dai Ming Yang VLM MLLM 25 5 0 29 Nov 2022
Contrastive Masked Autoencoders for Self-Supervised Video Hashing Yuting Wang Jinpeng Wang B. Chen Ziyun Zeng Shutao Xia 29 20 0 21 Nov 2022
MAGE: MAsked Generative Encoder to Unify Representation Learning and Image Synthesis Tianhong Li Huiwen Chang Shlok Kumar Mishra Han Zhang Dina Katabi Dilip Krishnan 27 152 0 16 Nov 2022
Masked Reconstruction Contrastive Learning with Information Bottleneck Principle Ziwen Liu Bonan Li Congying Han Tiande Guo Xuecheng Nie SSL 32 2 0 15 Nov 2022
Self-supervised remote sensing feature learning: Learning Paradigms, Challenges, and Future Works Chao Tao Ji Qi Mingning Guo Qing Zhu Haifeng Li SSL 19 56 0 15 Nov 2022