Masked Autoencoders Are Scalable Vision Learners

11 November 2021

Piotr Dollár

Papers citing "Masked Autoencoders Are Scalable Vision Learners"

50 / 4,615 papers shown

Title
Enhancing Parameter-Efficient Fine-Tuning of Vision Transformers through Frequency-Based Adaptation S. Ly Hien Nguyen 82 1 0 28 Nov 2024
PP-SSL : Priority-Perception Self-Supervised Learning for Fine-Grained Recognition ShuaiHeng Li Qing Cai Fan Zhang Hao Fei Yangyang Shu Ziqiang Liu Yiming Li Lingqiao Liu 76 0 0 28 Nov 2024
TAMT: Temporal-Aware Model Tuning for Cross-Domain Few-Shot Action Recognition Yilong Wang Zilin Gao Qilong Wang Zhaofeng Chen P. Li Q. Hu 80 1 0 28 Nov 2024
Lift3D Foundation Policy: Lifting 2D Large-Scale Pretrained Models for Robust 3D Robotic Manipulation Yueru Jia Jiaming Liu Sixiang Chen Chenyang Gu Zihan Wang ... Lily Lee Pengwei Wang Zhongyuan Wang Renrui Zhang Shanghang Zhang 89 11 0 27 Nov 2024
Point Cloud Unsupervised Pre-training via 3D Gaussian Splatting Hao Liu Minglin Chen Yanni Ma Haihong Xiao Ying He 3DGS 3DPC 84 0 0 27 Nov 2024
RS-vHeat: Heat Conduction Guided Efficient Remote Sensing Foundation Model Huiyang Hu Peijin Wang Hanbo Bi Boyuan Tong Zehua Wang ... Ziqi Zhang QiXiang Ye Kun Fu Xian Sun Xian Sun 105 0 0 27 Nov 2024
RealTraj: Towards Real-World Pedestrian Trajectory Forecasting Ryo Fujii Hideo Saito Ryo Hachiuma AI4TS 109 1 0 26 Nov 2024
SelfSplat: Pose-Free and 3D Prior-Free Generalizable 3D Gaussian Splatting Gyeongjin Kang Jisang Yoo Jihyeon Park Seungtae Nam Hyeonsoo Im Sangheon Shin Sangpil Kim Eunbyung Park 3DGS 161 3 0 26 Nov 2024
Probing the Mid-level Vision Capabilities of Self-Supervised Learning Xuweiyi Chen Markus Marks Zezhou Cheng 84 0 0 25 Nov 2024
Open Vocabulary Monocular 3D Object Detection Jin Yao Hao Gu Xuweiyi Chen Jiayun Wang Zezhou Cheng ObjD VLM 76 3 0 25 Nov 2024
Image Generation Diversity Issues and How to Tame Them Mischa Dombrowski Weitong Zhang Sarah Cechnicka Hadrien Reynaud Bernhard Kainz 72 0 0 25 Nov 2024
Cautious Optimizers: Improving Training with One Line of Code Kaizhao Liang Lizhang Chen B. Liu Qiang Liu ODL 108 5 0 25 Nov 2024
Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training Man Yao Xuerui Qiu Tianxiang Hu J. Hu Yuhong Chou Keyu Tian Jianxing Liao Luziwei Leng Bo Xu Guoqi Li 76 7 0 25 Nov 2024
DeDe: Detecting Backdoor Samples for SSL Encoders via Decoders Sizai Hou Songze Li Duanyi Yao AAML 72 0 0 25 Nov 2024
SVTRv2: CTC Beats Encoder-Decoder Models in Scene Text Recognition Yongkun Du Z. Chen Hongtao Xie Caiyan Jia Yu-Gang Jiang 90 1 0 24 Nov 2024
Multi-Token Enhancing for Vision Representation Learning Zhong-Yu Li Yu-Song Hu Bo Yin Ming-Ming Cheng 66 1 0 24 Nov 2024
PR-MIM: Delving Deeper into Partial Reconstruction in Masked Image Modeling Zhong-Yu Li Yunheng Li Deng-Ping Fan Ming-Ming Cheng 73 0 0 24 Nov 2024
TransFair: Transferring Fairness from Ocular Disease Classification to Progression Prediction Leila Gheisi Henry Chu Raju Gottumukkala Yan Luo Xingquan Zhu Mengyu Wang Min Shi MedIm 115 0 0 24 Nov 2024
A Survey of Recent Advances and Challenges in Deep Audio-Visual Correlation Learning Luis Vilaca Yi Yu Paula Vinan 75 0 0 24 Nov 2024
SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation Jiayuan Zhu Junde Wu Cheng Ouyang Konstantinos Kamnitsas Alison Noble 72 0 0 23 Nov 2024
Improving Factuality of 3D Brain MRI Report Generation with Paired Image-domain Retrieval and Text-domain Augmentation J. Lee Y. Oh Dahyoun Lee Hyon Keun Joh Chul-Ho Sohn ... Cheol Kyu Jung Jung Hyun Park Kyu Sung Choi Byung-Hoon Kim Jong Chul Ye DiffM MedIm 79 0 0 23 Nov 2024
Enhancing Instruction-Following Capability of Visual-Language Models by Reducing Image Redundancy Te Yang Jian Jia Xiangyu Zhu Weisong Zhao Bo Wang ... Shengyuan Liu Quan Chen Peng Jiang Kun Gai Zhen Lei 69 1 0 23 Nov 2024
There is no SAMantics! Exploring SAM as a Backbone for Visual Understanding Tasks Miguel Espinosa Chenhongyi Yang Linus Ericsson Jingyu Sun Elliot J. Crowley VLM 75 0 0 22 Nov 2024
Optimized Vessel Segmentation: A Structure-Agnostic Approach with Small Vessel Enhancement and Morphological Correction Dongning Song Weijian Huang Jiarun Liu Md Jahidul Islam Hao Yang Shanshan Wang 77 0 0 22 Nov 2024
Aim My Robot: Precision Local Navigation to Any Object Xiangyun Meng Xuning Yang Sanghun Jung F. Ramos Srid Sadhan Jujjavarapu Sanjoy Paul Dieter Fox 85 1 0 22 Nov 2024
Segment Anything in Light Fields for Real-Time Applications via Constrained Prompting Nikolai Goncharov Donald G. Dansereau VLM 75 1 0 21 Nov 2024
Segment Any Class (SAC): Multi-Class Few-Shot Semantic Segmentation via Class Region Proposals Hussni Mohd Zakir Eric Tatt Wei Ho VLM 77 0 0 21 Nov 2024
NexusSplats: Efficient 3D Gaussian Splatting in the Wild Yuzhou Tang Dejun Xu Yongjie Hou Zhenzhong Wang Min Jiang 3DGS 82 1 0 21 Nov 2024
Tra-MoE: Learning Trajectory Prediction Model from Multiple Domains for Adaptive Policy Conditioning Jiange Yang Haoyi Zhu Yanjie Wang Gangshan Wu Tong He Limin Wang 103 2 0 21 Nov 2024
Extending Video Masked Autoencoders to 128 frames N. B. Gundavarapu Luke Friedman Raghav Goyal Chaitra Hegde Eirikur Agustsson ... Mikhail Sirotenko Ming Yang Tobias Weyand Boqing Gong Leonid Sigal 82 1 0 20 Nov 2024
Generating 3D-Consistent Videos from Unposed Internet Photos Gene Chou Kai Zhang Sai Bi Hao Tan Zexiang Xu Fujun Luan Bharath Hariharan Noah Snavely 3DGS VGen 92 3 0 20 Nov 2024
Uni-Mlip: Unified Self-supervision for Medical Vision Language Pre-training Ameera Bawazir Kebin Wu Wenbin Li CLIP 77 1 0 20 Nov 2024
RAW-Diffusion: RGB-Guided Diffusion Models for High-Fidelity RAW Image Generation Christoph Reinders Radu Berdan Beril Besbinar Junji Otsuka Daisuke Iso 81 2 0 20 Nov 2024
Adapting Vision Foundation Models for Robust Cloud Segmentation in Remote Sensing Images Xuechao Zou Shun Zhang Kai Li Shiying Wang Junliang Xing Lei Jin Congyan Lang Pin Tao 66 1 0 20 Nov 2024
Efficient Masked AutoEncoder for Video Object Counting and A Large-Scale Benchmark Bing Cao Quanhao Lu Jiekang Feng Pengfei Zhu Q. Hu Qilong Wang 73 0 0 20 Nov 2024
Probe-Me-Not: Protecting Pre-trained Encoders from Malicious Probing Ruyi Ding Tong Zhou Lili Su A. A. Ding Xiaolin Xu Yunsi Fei AAML 69 1 0 19 Nov 2024
GaussianPretrain: A Simple Unified 3D Gaussian Representation for Visual Pre-training in Autonomous Driving Shaoqing Xu Fang Li Shengyin Jiang Ziying Song Li Liu Zhi-xin Yang 3DGS SSL 93 1 0 19 Nov 2024
KDC-MAE: Knowledge Distilled Contrastive Mask Auto-Encoder Maheswar Bora Saurabh Atreya Aritra Mukherjee Abhijit Das 92 0 0 19 Nov 2024
Learning a Neural Association Network for Self-supervised Multi-Object Tracking Shuai Li Michael G. Burke S. Ramamoorthy Juergen Gall VOT 83 0 0 18 Nov 2024
Teaching Video Diffusion Model with Latent Physical Phenomenon Knowledge Qinglong Cao Ding Wang Xirui Li Yuntian Chen Chao Ma Xiaokang Yang DiffM VGen 118 2 0 18 Nov 2024
Relational Contrastive Learning and Masked Image Modeling for Scene Text Recognition T. Lin Jinglei Zhang Yi Xu Kai Chen Rui Zhang Cheng Chen 38 0 0 18 Nov 2024
LaVin-DiT: Large Vision Diffusion Transformer Zhaoqing Wang Xiaobo Xia Runnan Chen Dongdong Yu Changhu Wang Mingming Gong Tongliang Liu 92 6 0 18 Nov 2024
MpoxVLM: A Vision-Language Model for Diagnosing Skin Lesions from Mpox Virus Infection Xu Cao Wenqian Ye K. Moise Megan Coffee 41 2 0 16 Nov 2024
One-Layer Transformer Provably Learns One-Nearest Neighbor In Context Zihao Li Yuan Cao Cheng Gao Yihan He Han Liu Jason M. Klusowski Jianqing Fan Mengdi Wang MLT 55 6 0 16 Nov 2024
From Prototypes to General Distributions: An Efficient Curriculum for Masked Image Modeling Jinhong Lin Cheng-En Wu Huanran Li Jifan Zhang Yu Hen Hu Pedro Morgado 41 0 0 16 Nov 2024
FedAli: Personalized Federated Learning with Aligned Prototypes through Optimal Transport Sannara Ek Kaile Wang François Portet P. Lalanda Jiannong Cao FedML 38 0 0 15 Nov 2024
CorrCLIP: Reconstructing Correlations in CLIP with Off-the-Shelf Foundation Models for Open-Vocabulary Semantic Segmentation Dengke Zhang Fagui Liu Quan Tang VLM 55 1 0 15 Nov 2024
Modification Takes Courage: Seamless Image Stitching via Reference-Driven Inpainting Ziqi Xie Xiao Lai Weidong Zhao Xianhui Liu Wenlong Hou Wenlong Hou 52 0 0 15 Nov 2024
On the Surprising Effectiveness of Attention Transfer for Vision Transformers Alexander C. Li Yuandong Tian Bin Chen Deepak Pathak Xinlei Chen 43 0 0 14 Nov 2024
Assessing the Performance of the DINOv2 Self-supervised Learning Vision Transformer Model for the Segmentation of the Left Atrium from MRI Images Bipasha Kundu Bidur Khanal R. Simon Cristian A. Linte MedIm 28 2 0 14 Nov 2024