Masked Autoencoders Are Scalable Vision Learners

11 November 2021

Piotr Dollár

Papers citing "Masked Autoencoders Are Scalable Vision Learners"

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Title
LRSCLIP: A Vision-Language Foundation Model for Aligning Remote Sensing Image with Longer Text Weizhi Chen Jingbo Chen Yupeng Deng Jiansheng Chen Yuman Feng Zhihao Xi Diyou Liu Kai Li Yu Meng VLM 51 0 0 25 Mar 2025
Vanishing Depth: A Depth Adapter with Positional Depth Encoding for Generalized Image Encoders Paul Koch Jörg Krüger Ankit Chowdhury O. Heimann MDE 53 0 0 25 Mar 2025
ChA-MAEViT: Unifying Channel-Aware Masked Autoencoders and Multi-Channel Vision Transformers for Improved Cross-Channel Learning Chau Pham Juan C. Caicedo Bryan A. Plummer 42 0 0 25 Mar 2025
Surg-3M: A Dataset and Foundation Model for Perception in Surgical Settings Chengan Che Chao Wang Tom Vercauteren Sophia Tsoka Luis C. García-Peraza-Herrera MedIm 41 0 0 25 Mar 2025
Recover from Horcrux: A Spectrogram Augmentation Method for Cardiac Feature Monitoring from Radar Signal Components Y. Zhang Sijie Xiong Rui Yang EngGee Lim Yutao Yue 46 0 0 25 Mar 2025
Self-Supervised Learning of Motion Concepts by Optimizing Counterfactuals Stefan Stojanov David Wendt Seungwoo Kim R. Venkatesh Kevin T. Feigelis Jiajun Wu Daniel L. K. Yamins SSL 66 0 0 25 Mar 2025
Scaling Vision Pre-Training to 4K Resolution Baifeng Shi Boyi Li Han Cai Y. Lu Sifei Liu ... Jan Kautz Song Han Trevor Darrell Pavlo Molchanov Hongxu Yin CLIP 109 0 0 25 Mar 2025
An Overview of Low-Rank Structures in the Training and Adaptation of Large Models Laura Balzano Tianjiao Ding B. Haeffele Soo Min Kwon Qing Qu Peng Wang Z. Wang Can Yaras OffRL AI4CE 60 0 0 25 Mar 2025
Out-of-distribution evaluations of channel agnostic masked autoencoders in fluorescence microscopy Christian John Hurry Jinjie Zhang Olubukola Ishola Emma Slade Cuong Q. Nguyen OOD OODD 60 0 0 24 Mar 2025
MoST: Efficient Monarch Sparse Tuning for 3D Representation Learning Xu Han Yuan Tang Jinfeng Xu Xianzhi Li 51 0 0 24 Mar 2025
U-REPA: Aligning Diffusion U-Nets to ViTs Yuchuan Tian Hanting Chen Mengyu Zheng Yuchen Liang Chao Xu Yunhe Wang 54 0 0 24 Mar 2025
Video-XL-Pro: Reconstructive Token Compression for Extremely Long Video Understanding Xiangrui Liu Yan Shu Zheng Liu Ao Li Yang Tian Bo Zhao VGen VLM 86 0 0 24 Mar 2025
Revisiting Automatic Data Curation for Vision Foundation Models in Digital Pathology Boqi Chen Cédric Vincent-Cuaz Lydia A. Schoenpflug Manuel Madeira Lisa Fournier ... D. Thanou V. Koelzer Pascal Frossard Gabriele Campanella Gunnar Rätsch 46 0 0 24 Mar 2025
Self-Supervised Learning based on Transformed Image Reconstruction for Equivariance-Coherent Feature Representation Qin Wang Benjamin Bruns Hanno Scharr Kai Krajsek 53 0 0 24 Mar 2025
Linguistics-aware Masked Image Modeling for Self-supervised Scene Text Recognition Yifei Zhang Chang-Shu Liu Jin Wei Xiaomeng Yang Yu Zhou Can Ma Xiangyang Ji 60 2 0 24 Mar 2025
Explaining Domain Shifts in Language: Concept erasing for Interpretable Image Classification Zequn Zeng Yudi Su Jianqiao Sun Tiansheng Wen Hao Zhang Zhengjue Wang Bo Chen Hongwei Liu Jiawei Ma VLM 58 0 0 24 Mar 2025
HOIGPT: Learning Long Sequence Hand-Object Interaction with Language Models Mingzhen Huang Fu-Jen Chu Bugra Tekin Kevin J Liang Haoyu Ma ... Hongfei Xue Siwei Lyu Kris M. Kitani Matt Feiszli Hao Tang VLM 65 0 0 24 Mar 2025
FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation Dong Zhao Jinlong Li Shuang Wang Mengyao Wu Qi Zang N. Sebe Zhun Zhong 117 0 0 23 Mar 2025
Interpretable Feature Interaction via Statistical Self-supervised Learning on Tabular Data Xiaochen Zhang Haoyi Xiong 34 0 0 23 Mar 2025
SceneSplat: Gaussian Splatting-based Scene Understanding with Vision-Language Pretraining Yue Li Qi Ma Runyi Yang Huapeng Li Mengjiao Ma ... E. Konukoglu Theo Gevers Luc Van Gool Martin R. Oswald Danda Pani Paudel 3DGS VLM 71 0 0 23 Mar 2025
Leveraging Audio Representations for Vibration-Based Crowd Monitoring in Stadiums Yen Cheng Chang Jesse Codling Yiwen Dong J. Zhang Jiasi Chen Hae Young Noh Pei Zhang 51 0 0 22 Mar 2025
EasyRobust: A Comprehensive and Easy-to-use Toolkit for Robust and Generalized Vision Xiaofeng Mao YueFeng Chen Rong Zhang Hui Xue Zhao Li Hang Su AAML VLM 41 0 0 21 Mar 2025
ModalTune: Fine-Tuning Slide-Level Foundation Models with Multi-Modal Information for Multi-task Learning in Digital Pathology Vishwesh Ramanathan Tony Xu Pushpak Pati Faruk Ahmed Maged Goubran Anne L. Martel 43 0 0 21 Mar 2025
Halton Scheduler For Masked Generative Image Transformer Victor Besnier Mickael Chen David Hurych Eduardo Valle Matthieu Cord 47 1 0 21 Mar 2025
Seeing What Matters: Empowering CLIP with Patch Generation-to-Selection Gensheng Pei Tao Chen Yujia Wang Xinhao Cai Xiangbo Shu Tianfei Zhou Yazhou Yao VLM 51 1 0 21 Mar 2025
Missing Target-Relevant Information Prediction with World Model for Accurate Zero-Shot Composed Image Retrieval Yuanmin Tang Jing Yu Keke Gai Jiamin Zhuang Gang Xiong Gaopeng Gou Qi Wu VGen 42 1 0 21 Mar 2025
Beyond Accuracy: What Matters in Designing Well-Behaved Models? Robin Hesse Doğukan Bağcı Bernt Schiele Simone Schaub-Meyer Stefan Roth VLM 57 0 0 21 Mar 2025
D2C: Unlocking the Potential of Continuous Autoregressive Image Generation with Discrete Tokens Panpan Wang Liqiang Niu Fandong Meng Jinan Xu Yufeng Chen Jie Zhou DiffM 45 0 0 21 Mar 2025
Should we pre-train a decoder in contrastive learning for dense prediction tasks? S. Quetin Tapotosh Ghosh Farhad Maleki SSL 72 0 0 21 Mar 2025
MapGlue: Multimodal Remote Sensing Image Matching Peihao Wu Yongxiang Yao Wenfei Zhang Dong Wei Y. Wan Yansheng Li Yongjun Zhang 44 0 0 20 Mar 2025
GAIR: Improving Multimodal Geo-Foundation Model with Geo-Aligned Implicit Representations Z. Liu Fan Zhang Junfeng Jiao Ni Lao Gengchen Mai 47 1 0 20 Mar 2025
Learning 3D Scene Analogies with Neural Contextual Scene Maps Junho Kim Gwangtak Bae E. Lee Young Min Kim 3DPC 3DV 60 0 0 20 Mar 2025
BlockDance: Reuse Structurally Similar Spatio-Temporal Features to Accelerate Diffusion Transformers Hui Zhang Tingwei Gao Jie Shao Zuxuan Wu 64 0 0 20 Mar 2025
Tokenize Image as a Set Zigang Geng Mengde Xu Han Hu Shuyang Gu DiffM 48 0 0 20 Mar 2025
DynamicVis: An Efficient and General Visual Foundation Model for Remote Sensing Image Understanding Keyan Chen Chenyang Liu Bowen Chen Wenyuan Li Zhengxia Zou Zhenwei Shi 39 2 0 20 Mar 2025
Object-Centric Pretraining via Target Encoder Bootstrapping Nikola Đukić Tim Lebailly Tinne Tuytelaars OCL 66 0 0 19 Mar 2025
Conjuring Positive Pairs for Efficient Unification of Representation Learning and Image Synthesis Imanol G. Estepa Jesús M. Rodríguez-de-Vera Ignacio Sarasúa Bhalaji Nagarajan P. Radeva 52 0 0 19 Mar 2025
Transport-Related Surface Detection with Machine Learning: Analyzing Temporal Trends in Madrid and Vienna Miguel Ureña Pliego Rubén Martínez Marín Nianfang Shi Takeru Shibayama Ulrich Leth Miguel Marchamalo Sacristán 53 0 0 19 Mar 2025
Aligning Information Capacity Between Vision and Language via Dense-to-Sparse Feature Distillation for Image-Text Matching Yang Liu Wentao Feng Zhuoyao Liu Shudong Huang Jiancheng Lv DiffM VLM 51 0 0 19 Mar 2025
CAM-Seg: A Continuous-valued Embedding Approach for Semantic Image Generation Masud Ahmed Zahid Hasan Syed Arefinul Haque A. Faridee S. Purushotham Suya You Nirmalya Roy 48 0 0 19 Mar 2025
TULIP: Towards Unified Language-Image Pretraining Zineng Tang Long Lian Seun Eisape Xudong Wang Roei Herzig Adam Yala Alane Suhr Trevor Darrell David M. Chan VLM CLIP MLLM 95 3 0 19 Mar 2025
Representational Similarity via Interpretable Visual Concepts Neehar Kondapaneni Oisin Mac Aodha Pietro Perona DRL 130 0 0 19 Mar 2025
CHROME: Clothed Human Reconstruction with Occlusion-Resilience and Multiview-Consistency from a Single Image Arindam Dutta Meng Zheng Zhongpai Gao Benjamin Planche Anwesha Choudhuri Terrence Chen A. Roy-Chowdhury Ziyan Wu 3DH 69 1 0 19 Mar 2025
FedSCA: Federated Tuning with Similarity-guided Collaborative Aggregation for Heterogeneous Medical Image Segmentation Yumin Zhang Yan Gao Haoran Duan Hanqing Guo Tejal Shah R. Ranjan Bo Wei FedML 68 0 0 19 Mar 2025
FusDreamer: Label-efficient Remote Sensing World Model for Multimodal Data Classification J. Wang Weiwei Song Hao Chen J. Ren Huimin Zhao 62 0 0 18 Mar 2025
Deeply Supervised Flow-Based Generative Models Inkyu Shin Chenglin Yang Liang-Chieh Chen 58 0 0 18 Mar 2025
Utilization of Neighbor Information for Image Classification with Different Levels of Supervision Gihan Jayatilaka Abhinav Shrivastava M. Gwilliam 59 0 0 18 Mar 2025
Towards Scalable Foundation Model for Multi-modal and Hyperspectral Geospatial Data Haozhe Si Yuxuan Wan Minh Do Deepak Vasisht Han Zhao Hendrik Hamann 41 0 0 17 Mar 2025
Quantum EigenGame for excited state calculation David Quiroga Jason Han Anastasios Kyrillidis 48 0 0 17 Mar 2025
Graph Generative Models Evaluation with Masked Autoencoder Chengen Wang Murat Kantarcioglu 46 0 0 17 Mar 2025