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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
SpikeZIP-TF: Conversion is All You Need for Transformer-based SNN Kang You Zekai Xu Chen Nie Zhijie Deng Qinghai Guo Xiang Wang Zhezhi He 104 11 0 05 Jun 2024
LW-DETR: A Transformer Replacement to YOLO for Real-Time Detection Qiang Chen Xiangbo Su Xinyu Zhang Jian Wang Jiahui Chen ... Shan Zhang Kun Yao Errui Ding Gang Zhang Jingdong Wang ViT 118 21 0 05 Jun 2024
FILS: Self-Supervised Video Feature Prediction In Semantic Language Space Mona Ahmadian Frank Guerin Andrew Gilbert 119 1 0 05 Jun 2024
FusionBench: A Comprehensive Benchmark of Deep Model Fusion Anke Tang Li Shen Yong Luo Han Hu Di Lin Dacheng Tao ELM MoMe VLM 82 27 0 05 Jun 2024
Genuine-Focused Learning using Mask AutoEncoder for Generalized Fake Audio Detection Xiaopeng Wang Ruibo Fu Zhengqi Wen Zhiyong Wang Yuankun Xie ... Xuefei Liu Yongwei Li Xin Qi Yi Lu Shuchen Shi 65 6 0 05 Jun 2024
Self-Supervised Skeleton-Based Action Representation Learning: A Benchmark and Beyond Jiahang Zhang Lilang Lin Shuai Yang Jiaying Liu SSL 101 2 0 05 Jun 2024
GraphAlign: Pretraining One Graph Neural Network on Multiple Graphs via Feature Alignment Zhenyu Hou Haozhan Li Yukuo Cen Jie Tang Yuxiao Dong 95 8 0 05 Jun 2024
AVFF: Audio-Visual Feature Fusion for Video Deepfake Detection Trevine Oorloff Surya Koppisetti Nicolo Bonettini Divyaraj Solanki Ben Colman Yaser Yacoob Ali Shahriyari Gaurav Bharaj 99 26 0 05 Jun 2024
ZeroPur: Succinct Training-Free Adversarial Purification Xiuli Bi Zonglin Yang Bo Liu Xiaodong Cun Chi-Man Pun 133 0 0 05 Jun 2024
Multi-layer Learnable Attention Mask for Multimodal Tasks Wayner Barrios SouYoung Jin 73 1 0 04 Jun 2024
Enhancing 2D Representation Learning with a 3D Prior Mehmet Aygun Prithviraj Dhar Zhicheng Yan Oisin Mac Aodha Rakesh Ranjan SSL 99 1 0 04 Jun 2024
An Empirical Study into Clustering of Unseen Datasets with Self-Supervised Encoders Scott C. Lowe Joakim Bruslund Haurum Sageev Oore T. Moeslund Graham W. Taylor SSL 122 4 0 04 Jun 2024
Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations Sarthak Yadav Zheng-Hua Tan Mamba 81 17 0 04 Jun 2024
M2D-CLAP: Masked Modeling Duo Meets CLAP for Learning General-purpose Audio-Language Representation Daisuke Niizumi Daiki Takeuchi Yasunori Ohishi Noboru Harada Masahiro Yasuda Shunsuke Tsubaki Keisuke Imoto VLM 95 7 0 04 Jun 2024
CODE: Contrasting Self-generated Description to Combat Hallucination in Large Multi-modal Models Junho Kim Hyunjun Kim Yeonju Kim Yong Man Ro MLLM 117 16 0 04 Jun 2024
Frequency Enhanced Pre-training for Cross-city Few-shot Traffic Forecasting Zhanyu Liu Jianrong Ding Guanjie Zheng AI4TS 74 3 0 03 Jun 2024
DDA: Dimensionality Driven Augmentation Search for Contrastive Learning in Laparoscopic Surgery Yuning Zhou H. Badgery Matthew Read James Bailey Catherine E. Davey 63 2 0 03 Jun 2024
Task-oriented Embedding Counts: Heuristic Clustering-driven Feature Fine-tuning for Whole Slide Image Classification Xuenian Wang Shanshan Shi Renao Yan Qiehe Sun Lianghui Zhu Tian Guan Yonghong He 78 2 0 02 Jun 2024
Learning Discrete Concepts in Latent Hierarchical Models Lingjing Kong Guan-Hong Chen Erdun Gao Eric P. Xing Yuejie Chi Kun Zhang 132 5 0 01 Jun 2024
Learning Manipulation by Predicting Interaction Jia Zeng Qingwen Bu Bangjun Wang Wenke Xia Li Chen ... Heming Cui Bin Zhao Xuelong Li Yu Qiao Hongyang Li 134 26 0 01 Jun 2024
Whole Heart 3D+T Representation Learning Through Sparse 2D Cardiac MR Images Yundi Zhang Chen Chen Suprosanna Shit Sophie Starck Daniel Rueckert Jiazhen Pan 117 2 0 01 Jun 2024
Cross-Table Pretraining towards a Universal Function Space for Heterogeneous Tabular Data Jintai Chen Zhen Lin Qiyuan Chen Jimeng Sun LMTD 94 1 0 01 Jun 2024
Extreme Point Supervised Instance Segmentation Hyeonjun Lee S. Hwang Suha Kwak 61 2 0 31 May 2024
MASA: Motion-aware Masked Autoencoder with Semantic Alignment for Sign Language Recognition Weichao Zhao Hezhen Hu Wen-gang Zhou Yunyao Mao Min Wang Houqiang Li SLR 83 10 0 31 May 2024
Is Synthetic Data all We Need? Benchmarking the Robustness of Models Trained with Synthetic Images Krishnakant Singh Thanush Navaratnam Jannik Holmer Simone Schaub-Meyer Stefan Roth DiffM 99 21 0 30 May 2024
Multi-Label Guided Soft Contrastive Learning for Efficient Earth Observation Pretraining Yi Wang C. Albrecht Xiao Xiang Zhu 91 10 0 30 May 2024
Knockout: A simple way to handle missing inputs Minh Nguyen Batuhan K. Karaman Heejong Kim Alan Q. Wang Fengbei Liu M. Sabuncu OOD UQCV 73 2 0 30 May 2024
Scaling White-Box Transformers for Vision Jinrui Yang Xianhang Li Druv Pai Yuyin Zhou Yi-An Ma Yaodong Yu Cihang Xie ViT 114 9 0 30 May 2024
Robust Image Semantic Coding with Learnable CSI Fusion Masking over MIMO Fading Channels Bingyan Xie Yongpeng Wu Yuxuan Shi Wenjun Zhang Shuguang Cui Merouane Debbah 82 3 0 30 May 2024
DeMamba: AI-Generated Video Detection on Million-Scale GenVideo Benchmark Haoxing Chen Yan Hong Zizheng Huang Zhuoer Xu Zhangxuan Gu ... Jun Lan Huijia Zhu Jianfu Zhang Weiqiang Wang Huaxiong Li Mamba 164 21 0 30 May 2024
EgoSurgery-Phase: A Dataset of Surgical Phase Recognition from Egocentric Open Surgery Videos Ryoske Fujii Masashi Hatano Hideo Saito Hiroki Kajita 92 9 0 30 May 2024
SAM-E: Leveraging Visual Foundation Model with Sequence Imitation for Embodied Manipulation Junjie Zhang Chenjia Bai Haoran He Wenke Xia Zhigang Wang Bin Zhao Xiu Li Xuelong Li 120 13 0 30 May 2024
DP-IQA: Utilizing Diffusion Prior for Blind Image Quality Assessment in the Wild Honghao Fu Yufei Wang Wenhan Yang Alex C. Kot Bihan Wen 102 3 0 30 May 2024
Distribution Aligned Semantics Adaption for Lifelong Person Re-Identification Qizao Wang Xuelin Qian Bin Li Xiangyang Xue 100 1 0 30 May 2024
Enhancing Vision-Language Model with Unmasked Token Alignment Jihao Liu Jinliang Zheng Boxiao Liu Yu Liu Hongsheng Li CLIP 45 0 0 29 May 2024
EntProp: High Entropy Propagation for Improving Accuracy and Robustness Shohei Enomoto AAML 109 1 0 29 May 2024
MLAE: Masked LoRA Experts for Parameter-Efficient Fine-Tuning Junjie Wang Guangjing Yang Wentao Chen Huahui Yi Xiaohu Wu Qicheng Lao MoE ALM 82 0 0 29 May 2024
LetsMap: Unsupervised Representation Learning for Semantic BEV Mapping Nikhil Gosala Kürsat Petek B. R. Kiran S. Yogamani Paulo L. J. Drews-Jr Wolfram Burgard Abhinav Valada SSL 122 0 0 29 May 2024
Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI Wei-Bang Jiang Li-Ming Zhao Bao-Liang Lu 107 92 0 29 May 2024
FocSAM: Delving Deeply into Focused Objects in Segmenting Anything You Huang Zongyu Lan Liujuan Cao Xianming Lin Shengchuan Zhang Guannan Jiang Rongrong Ji VLM 53 2 0 29 May 2024
MEGA: Masked Generative Autoencoder for Human Mesh Recovery Guénolé Fiche Simon Leglaive Xavier Alameda-Pineda Francesc Moreno-Noguer 3DH 139 1 0 29 May 2024
WIDIn: Wording Image for Domain-Invariant Representation in Single-Source Domain Generalization Jiawei Ma Yulei Niu Shiyuan Huang G. Han Shih-Fu Chang VLM 86 1 0 28 May 2024
SCE-MAE: Selective Correspondence Enhancement with Masked Autoencoder for Self-Supervised Landmark Estimation Kejia Yin Varshanth R. Rao R. Jiang Xudong Liu P. Aarabi David B. Lindell 104 0 0 28 May 2024
Self-Supervised Learning Based Handwriting Verification Mihir Chauhan Mohammad Abuzar Shaikh Abhishek Satbhai Mir Basheer Ali B. Ramamurthy Mingchen Gao Siwei Lyu Sargur Srihari 83 2 0 28 May 2024
MSPE: Multi-Scale Patch Embedding Prompts Vision Transformers to Any Resolution Wenzhuo Liu Fei Zhu Shijie Ma Cheng-Lin Liu 79 5 0 28 May 2024
In-Context Symmetries: Self-Supervised Learning through Contextual World Models Sharut Gupta Chenyu Wang Yifei Wang Tommi Jaakkola Stefanie Jegelka 74 3 0 28 May 2024
Visualizing the loss landscape of Self-supervised Vision Transformer Youngwan Lee Jeffrey Willette Jonghee Kim Sung Ju Hwang ViT 64 1 0 28 May 2024
DMT-JEPA: Discriminative Masked Targets for Joint-Embedding Predictive Architecture Shentong Mo Sukmin Yun 91 3 0 28 May 2024
Self-supervised Pre-training for Transferable Multi-modal Perception Xiaohao Xu Tianyi Zhang Jinrong Yang Matthew Johnson-Roberson Xiaonan Huang 36 0 0 28 May 2024
PTM-VQA: Efficient Video Quality Assessment Leveraging Diverse PreTrained Models from the Wild Kun Yuan Hongbo Liu Mading Li Muyi Sun Ming Sun Jiachao Gong Jinhua Hao Chao Zhou Yansong Tang ViT 91 5 0 28 May 2024