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Masked Autoencoders Are Scalable Vision Learners

11 November 2021

Piotr Dollár

Papers citing "Masked Autoencoders Are Scalable Vision Learners"

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Title
A Closer Look at Benchmarking Self-Supervised Pre-training with Image Classification Markus Marks Manuel Knott Neehar Kondapaneni Elijah Cole T. Defraeye Fernando Pérez-Cruz Pietro Perona SSL 132 5 0 16 Jul 2024
This Probably Looks Exactly Like That: An Invertible Prototypical Network Zachariah Carmichael Timothy Redgrave Daniel Gonzalez Cedre Walter J. Scheirer BDL 122 2 0 16 Jul 2024
Encapsulating Knowledge in One Prompt Qi Li Runpeng Yu Xinchao Wang VLM KELM 76 3 0 16 Jul 2024
Turbo: Informativity-Driven Acceleration Plug-In for Vision-Language Large Models Chen Ju Haicheng Wang Haozhe Cheng Xu Chen Zhonghua Zhai Weilin Huang Jinsong Lan Shuai Xiao Bo Zheng VLM 96 6 0 16 Jul 2024
Global atmospheric data assimilation with multi-modal masked autoencoders T. Vandal Kate Duffy Daniel J. McDuff Yoni Nachmany Chris Hartshorn AI4Cl AI4CE 50 4 0 16 Jul 2024
Mask-guided cross-image attention for zero-shot in-silico histopathologic image generation with a diffusion model Dominik Winter Nicolas Triltsch Marco Rosati Anatoliy Shumilov Ziya Kokaragac ... T. Padel L. S. Monasor Ross Hill Markus Schick N. Brieu DiffM MedIm 132 3 0 16 Jul 2024
Probing the Efficacy of Federated Parameter-Efficient Fine-Tuning of Vision Transformers for Medical Image Classification Naif Alkhunaizi Faris Almalik Rouqaiah Al-Refai Muzammal Naseer Karthik Nandakumar MedIm 109 2 0 16 Jul 2024
Cross-Modal Augmentation for Few-Shot Multimodal Fake News Detection Ye Jiang Taihang Wang Xiaoman Xu Yimin Wang Xingyi Song Diana Maynard 94 2 0 16 Jul 2024
AU-vMAE: Knowledge-Guide Action Units Detection via Video Masked Autoencoder Qiaoqiao Jin Rui Shi Yishun Dou Bingbing Ni CVBM 87 0 0 16 Jul 2024
EndoFinder: Online Image Retrieval for Explainable Colorectal Polyp Diagnosis Ruijie Yang Yan Zhu Peiyao Fu Yizhe Zhang Zhihua Wang Quanlin Li Pinghong Zhou Xian Yang Shuo Wang MedIm 57 0 0 16 Jul 2024
TCFormer: Visual Recognition via Token Clustering Transformer Wang Zeng Sheng Jin Lumin Xu Wentao Liu Chao Qian Wanli Ouyang Ping Luo Xiaogang Wang 77 5 0 16 Jul 2024
COHO: Context-Sensitive City-Scale Hierarchical Urban Layout Generation Liu He Daniel G. Aliaga AI4TS 94 9 0 16 Jul 2024
FoodMem: Near Real-time and Precise Food Video Segmentation Ahmad AlMughrabi Adrián Galán Ricardo Marques Petia Radeva VOS 99 2 0 16 Jul 2024
Efficient Unsupervised Visual Representation Learning with Explicit Cluster Balancing Ioannis Maniadis Metaxas Georgios Tzimiropoulos Ioannis Patras SSL 109 0 0 15 Jul 2024
R3D-AD: Reconstruction via Diffusion for 3D Anomaly Detection Zheyuan Zhou Le Wang N. Fang Zili Wang Le-miao Qiu Shuyou Zhang 85 15 0 15 Jul 2024
Joint-Embedding Predictive Architecture for Self-Supervised Learning of Mask Classification Architecture Donghee Kim Sungduk Cho Hyeonwoo Cho Chanmin Park Jinyoung Kim Won Hwa Kim 96 0 0 15 Jul 2024
Learning Natural Consistency Representation for Face Forgery Video Detection Daichi Zhang Zihao Xiao Shikun Li Fanzhao Lin Jianmin Li Shiming Ge CVBM 103 13 0 15 Jul 2024
Omni-Dimensional Frequency Learner for General Time Series Analysis Xianing Chen Hanting Chen Hailin Hu AI4TS 75 0 0 15 Jul 2024
Representation Learning and Identity Adversarial Training for Facial Behavior Understanding Mang Ning A. A. Salah Itir Onal Ertugrul CVBM 178 5 0 15 Jul 2024
When Heterophily Meets Heterogeneity: Challenges and a New Large-Scale Graph Benchmark Junhong Lin Xiaojie Guo Shuaicheng Zhang Dawei Zhou Yada Zhu 71 1 0 15 Jul 2024
Pre-training with Fractional Denoising to Enhance Molecular Property Prediction Yuyan Ni Shikun Feng Xin Hong Yuancheng Sun Wei-Ying Ma Zhiming Ma Qiwei Ye Yanyan Lan AI4CE 81 18 0 14 Jul 2024
RAPiD-Seg: Range-Aware Pointwise Distance Distribution Networks for 3D LiDAR Segmentation Li Li Hubert P. H. Shum T. Breckon 3DPC 118 11 0 14 Jul 2024
WPS-SAM: Towards Weakly-Supervised Part Segmentation with Foundation Models Xin-Jian Wu Rui-Song Zhang Jie Qin Shijie Ma Cheng-Lin Liu VLM 93 1 0 14 Jul 2024
When Pedestrian Detection Meets Multi-Modal Learning: Generalist Model and Benchmark Dataset Yi Zhang Wang Zeng Sheng Jin Chao Qian Ping Luo Wentao Liu 80 6 0 14 Jul 2024
Pre-training Point Cloud Compact Model with Partial-aware Reconstruction Yaohua Zha Yanzi Wang Tao Dai Shu-Tao Xia 101 0 0 12 Jul 2024
On the Role of Discrete Tokenization in Visual Representation Learning Tianqi Du Yifei Wang Yisen Wang 106 7 0 12 Jul 2024
Textual Query-Driven Mask Transformer for Domain Generalized Segmentation Byeonghyun Pak Byeongju Woo Sunghwan Kim Dae-Hwan Kim Hoseong Kim 134 5 0 12 Jul 2024
Revealing the Dark Secrets of Extremely Large Kernel ConvNets on Robustness Honghao Chen Yurong Zhang Xiaokun Feng Xiangxiang Chu Kaiqi Huang AAML 83 6 0 12 Jul 2024
Tissue-Contrastive Semi-Masked Autoencoders for Segmentation Pretraining on Chest CT Jie Zheng Ru Wen Haiqin Hu Lina Wei Kui Su Wei Chen Chen Liu Jun Wang 96 1 0 12 Jul 2024
Adaptive Parametric Activation Konstantinos Panagiotis Alexandridis Jiankang Deng Anh Nguyen Shan Luo 84 5 0 11 Jul 2024
Paving the way toward foundation models for irregular and unaligned Satellite Image Time Series Iris Dumeur Silvia Valero Jordi Inglada 113 3 0 11 Jul 2024
Enhancing Robustness of Vision-Language Models through Orthogonality Learning and Cross-Regularization Jinlong Li Zequn Jie Elisa Ricci Lin Ma N. Sebe VLM 101 1 0 11 Jul 2024
TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data Siyi Du Shaoming Zheng Yinsong Wang Wenjia Bai D. O’Regan Chen Qin LMTD 97 5 0 10 Jul 2024
Disentangling Masked Autoencoders for Unsupervised Domain Generalization An Zhang Han Wang Xiang Wang Tat-Seng Chua 100 0 0 10 Jul 2024
SHERL: Synthesizing High Accuracy and Efficient Memory for Resource-Limited Transfer Learning Haiwen Diao Bo Wan Xu Jia Yunzhi Zhuge Ying Zhang Huchuan Lu Long Chen VLM 93 4 0 10 Jul 2024
Pan-cancer Histopathology WSI Pre-training with Position-aware Masked Autoencoder Kun-Hsuan Wu Zhiguo Jiang Kunming Tang Jun Shi Fengying Xie Wei Wang Haibo Wu Yushan Zheng 43 1 0 10 Jul 2024
Exploring the Untouched Sweeps for Conflict-Aware 3D Segmentation Pretraining Tianfang Sun Zhizhong Zhang Xin Tan Yanyun Qu Yuan Xie 109 0 0 10 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
Learning Spatial-Semantic Features for Robust Video Object Segmentation Xin Li Deshui Miao Zhenyu He Yansen Wang Huchuan Lu Ming-Hsuan Yang VOS 169 4 0 10 Jul 2024
Dataset Quantization with Active Learning based Adaptive Sampling Zhenghao Zhao Yuzhang Shang Junyi Wu Yan Yan DD 98 5 0 09 Jul 2024
Parameter-Efficient and Memory-Efficient Tuning for Vision Transformer: A Disentangled Approach Taolin Zhang Jiawang Bai Zhihe Lu Dongze Lian Genping Wang Xinchao Wang Shu-Tao Xia 95 5 0 09 Jul 2024
Rethinking Image-to-Video Adaptation: An Object-centric Perspective Rui Qian Shuangrui Ding Dahua Lin OCL 96 1 0 09 Jul 2024
Masked Video and Body-worn IMU Autoencoder for Egocentric Action Recognition Mingfang Zhang Yifei Huang Ruicong Liu Yoichi Sato 95 8 0 09 Jul 2024
D-MASTER: Mask Annealed Transformer for Unsupervised Domain Adaptation in Breast Cancer Detection from Mammograms Tajamul Ashraf K. Rangarajan Mohit Gambhir Richa Gabha Chetan Arora MedIm 116 2 0 09 Jul 2024
Asymmetric Mask Scheme for Self-Supervised Real Image Denoising Xiangyu Liao Tianheng Zheng Jiayu Zhong Pingping Zhang Chao Ren 115 4 0 09 Jul 2024
A Clinical Benchmark of Public Self-Supervised Pathology Foundation Models Gabriele Campanella Shengjia Chen Ruchika Verma Jennifer Zeng A. Stock ... Kuan-lin Huang Ricky Kwan Jane Houldsworth Adam J. Schoenfeld Chad M. Vanderbilt AI4MH OOD LM&MA 89 23 0 09 Jul 2024
Reprogramming Distillation for Medical Foundation Models Yuhang Zhou Siyuan Du Haolin Li Jiangchao Yao Ya Zhang Yanfeng Wang 82 2 0 09 Jul 2024
AnatoMask: Enhancing Medical Image Segmentation with Reconstruction-guided Self-masking Yuheng Li Tianyu Luan Yizhou Wu Shaoyan Pan Yenho Chen Xiaofeng Yang 83 6 0 09 Jul 2024
Noise-Free Explanation for Driving Action Prediction Hongbo Zhu Theodor Wulff R. S. Maharjan Jinpei Han Angelo Cangelosi AAML FAtt 64 0 0 08 Jul 2024
Unsupervised Fault Detection using SAM with a Moving Window Approach Ahmed Maged Herman Shen 51 0 0 08 Jul 2024