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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
LEARN: A Unified Framework for Multi-Task Domain Adapt Few-Shot Learning Bharadwaj Ravichandran Alexander Lynch S. Brockman Brandon RichardWebster Dawei Du A. Hoogs Christopher Funk ObjD VLM 166 0 0 20 Dec 2024
Scaling 4D Representations João Carreira Dilara Gokay Michael King Chuhan Zhang Ignacio Rocco ... Viorica Patraucean Dima Damen Pauline Luc Mehdi S. M. Sajjadi Andrew Zisserman 138 5 0 19 Dec 2024
Predictive Inverse Dynamics Models are Scalable Learners for Robotic Manipulation Yang Tian Sizhe Yang Jia Zeng P. Wang Dahua Lin Hao Dong Jiangmiao Pang 163 21 0 19 Dec 2024
Mesoscopic Insights: Orchestrating Multi-scale & Hybrid Architecture for Image Manipulation Localization Xuekang Zhu Xiaochen Ma Lei Su Zhuohang Jiang Bo Du Xiwen Wang Zeyu Lei Wentao Feng Chi-Man Pun Jizhe Zhou AI4CE 123 5 0 18 Dec 2024
Self-control: A Better Conditional Mechanism for Masked Autoregressive Model Qiaoying Qu Shiyu Shen DiffM 137 0 0 18 Dec 2024
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Tongtong Zhang Zhiyong Cui Bingzhang Wang Yilong Ren Haiyang Yu Pan Deng Yinhai Wang AI4TS 113 0 0 18 Dec 2024
Pre-training a Density-Aware Pose Transformer for Robust LiDAR-based 3D Human Pose Estimation Xiaoqi An Lin Zhao Chen Gong Jun Yu Li Jian Yang 3DH 134 0 0 18 Dec 2024
Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces Jihan Yang Shusheng Yang Anjali W. Gupta Rilyn Han Li Fei-Fei Saining Xie LRM 212 107 0 18 Dec 2024
JoVALE: Detecting Human Actions in Video Using Audiovisual and Language Contexts Taein Son Soo Won Seo Jisong Kim S. Lee Jun Won Choi VGen 135 0 0 18 Dec 2024
Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Yudong Han Haocong Wang Yupeng Hu Yongshun Gong Xuemeng Song Weili Guan AI4TS 188 0 0 17 Dec 2024
Efficient Object-centric Representation Learning with Pre-trained Geometric Prior Phúc H. Lê Khắc Graham Healy Alan F. Smeaton OCL 124 0 0 16 Dec 2024
SAMIC: Segment Anything with In-Context Spatial Prompt Engineering S. Nagendra Kashif Rashid Chaopeng Shen Daniel Kifer VLM 143 2 0 16 Dec 2024
GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training Renqiu Xia Mingxing Li Hancheng Ye Wenjie Wu Hongbin Zhou ... Zeang Sheng Botian Shi Tao Chen Junchi Yan Bo Zhang 194 10 0 16 Dec 2024
AMI-Net: Adaptive Mask Inpainting Network for Industrial Anomaly Detection and Localization Wei Luo Haiming Yao Wenyong Yu Zhengyong Li 170 16 0 16 Dec 2024
CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning Eloy Geenjaar Lie Lu 133 0 0 16 Dec 2024
$$\texttt{DINO-Foresight}$: Looking into the Future with DINO$ $\texttt{DINO-Foresight}$ : Looking into the Future with DINO Efstathios Karypidis Ioannis Kakogeorgiou Spyros Gidaris N. Komodakis AI4CE 145 3 0 16 Dec 2024
LineArt: A Knowledge-guided Training-free High-quality Appearance Transfer for Design Drawing with Diffusion Model Xi Wang Haoyang Li Heng Fang Yichen Peng H. Xie Xi Yang Chuntao Li DiffM 110 1 0 16 Dec 2024
Wonderland: Navigating 3D Scenes from a Single Image Hanwen Liang Junli Cao Vidit Goel Guocheng Qian Sergei Korolev Demetri Terzopoulos Konstantinos N. Plataniotis Sergey Tulyakov Jian Ren VGen 208 14 0 16 Dec 2024
One-Shot Multilingual Font Generation Via ViT Zhiheng Wang Jiarui Liu VLM 122 0 0 15 Dec 2024
Wearable Accelerometer Foundation Models for Health via Knowledge Distillation Salar Abbaspourazad Anshuman Mishra Joseph D. Futoma Andrew C. Miller Ian Shapiro 177 0 0 15 Dec 2024
Medical Manifestation-Aware De-Identification Yuan Tian Shuo Wang Guangtao Zhai MedIm 107 0 0 14 Dec 2024
MAL: Cluster-Masked and Multi-Task Pretraining for Enhanced xLSTM Vision Performance Wenjun Huang Jianguo Hu 123 0 0 14 Dec 2024
Video Diffusion Transformers are In-Context Learners Zhengcong Fei Di Qiu Changqian Yu Debang Li Mingyuan Fan VGen DiffM 400 3 0 14 Dec 2024
RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Haorong Han Jidong Yuan Chixuan Wei Zhongyang Yu 509 1 0 14 Dec 2024
SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer Hong Chen Zihan Wang Xianrui Li Xingwu Sun Fangyi Chen Jiang Liu Jiadong Wang Bhiksha Raj Zicheng Liu Emad Barsoum VLM 284 10 0 14 Dec 2024
Rethinking Detecting Salient and Camouflaged Objects in Unconstrained Scenes Zhangjun Zhou Yiping Li Chunlin Zhong Jianuo Huang Jialun Pei He Tang He Tang 120 0 0 14 Dec 2024
Towards Unified Benchmark and Models for Multi-Modal Perceptual Metrics Sara Ghazanfari Siddharth Garg Nicolas Flammarion Prashanth Krishnamurthy Farshad Khorrami Francesco Croce VLM 150 0 0 13 Dec 2024
Feat2GS: Probing Visual Foundation Models with Gaussian Splatting Yue Chen Xingyu Chen Anpei Chen Gerard Pons-Moll Yuliang Xiu 3DGS 134 5 0 12 Dec 2024
USDRL: Unified Skeleton-Based Dense Representation Learning with Multi-Grained Feature Decorrelation Wanjiang Weng Hongsong Wang Junbo He Lei He Guosen Xie 178 4 0 12 Dec 2024
Cross-View Completion Models are Zero-shot Correspondence Estimators Honggyu An J. Kim Seonghoon Park Jaewoo Jung Jisang Han Sunghwan Hong Seungryong Kim 3DV 154 5 0 12 Dec 2024
Gaze-LLE: Gaze Target Estimation via Large-Scale Learned Encoders Fiona Ryan Ajay Bati Sangmin Lee Daniel Bolya Judy Hoffman James M. Rehg 437 3 0 12 Dec 2024
3D Mesh Editing using Masked LRMs Will Gao Dilin Wang Yuchen Fan Aljaz Bozic Tuur Stuyck Zhengqin Li Zhao Dong Rakesh Ranjan N. Sarafianos 169 4 0 11 Dec 2024
Orchestrating the Symphony of Prompt Distribution Learning for Human-Object Interaction Detection Mingda Jia Liming Zhao Ge Li Yun Zheng VLM 155 0 0 11 Dec 2024
DiffCLIP: Few-shot Language-driven Multimodal Classifier Jiaqing Zhang Mingxiang Cao Xue Yang Kai Jiang Yunsong Li VLM 123 0 0 10 Dec 2024
DFREC: DeepFake Identity Recovery Based on Identity-aware Masked Autoencoder Peipeng Yu Hui Gao Zhitao Huang Zhihua Xia Chip-Hong Chang Chip-Hong Chang 172 1 0 10 Dec 2024
[MASK] is All You Need Vincent Tao Hu Bjorn Ommer DiffM 214 5 0 09 Dec 2024
Self-Supervised Learning with Probabilistic Density Labeling for Rainfall Probability Estimation Junha Lee Sojung An Sujeong You Namik Cho 116 0 0 08 Dec 2024
Remix-DiT: Mixing Diffusion Transformers for Multi-Expert Denoising Gongfan Fang Xinyin Ma Xinchao Wang DiffM MoE 160 1 0 07 Dec 2024
SQ-Whisper: Speaker-Querying based Whisper Model for Target-Speaker ASR Pengcheng Guo Xuankai Chang Hang Lv Shinji Watanabe Lei Xie 111 1 0 07 Dec 2024
DAug: Diffusion-based Channel Augmentation for Radiology Image Retrieval and Classification Ying Jin Zhuoran Zhou Haoquan Fang Lei Li DiffM MedIm 78 0 0 06 Dec 2024
Slicing Vision Transformer for Flexible Inference Yitian Zhang Huseyin Coskun Xu Ma Huan Wang Ke Ma Xi Chen Derek Hao Hu Y. Fu ViT 142 1 0 06 Dec 2024
Scalable Early Childhood Reading Performance Prediction Zhongkai Shangguan Zanming Huang Eshed Ohn-Bar Ola Ozernov-Palchik Derek Kosty Michael Stoolmiller Hank Fien AI4Ed 101 1 0 05 Dec 2024
Towards Real-Time Open-Vocabulary Video Instance Segmentation Bin Yan Martin Sundermeyer D. Tan Huchuan Lu F. Tombari VLM VOS 152 2 0 05 Dec 2024
Towards Zero-shot 3D Anomaly Localization Yizhou Wang Kuan-Chuan Peng Y. Fu 151 3 0 05 Dec 2024
CLAP: Unsupervised 3D Representation Learning for Fusion 3D Perception via Curvature Sampling and Prototype Learning Runjian Chen Han Zhang Avinash Ravichandran Wenqi Shao Alex Wong Ping Luo Ping Luo 3DPC 155 0 0 04 Dec 2024
Beyond [cls]: Exploring the true potential of Masked Image Modeling representations Marcin Przewiȩźlikowski Randall Balestriero Wojciech Jasiński Marek 'Smieja Bartosz Zieliñski 223 1 0 04 Dec 2024
Mixture of Physical Priors Adapter for Parameter-Efficient Fine-Tuning Zehua Wang C. J. Li QiXiang Ye Tong Zhang MoE 127 1 0 03 Dec 2024
Medical Multimodal Foundation Models in Clinical Diagnosis and Treatment: Applications, Challenges, and Future Directions Kai Sun Siyan Xue F. Sun Haoran Sun Yu-Juan Luo ... Xinzhou Wang Lei Yang Shuo Jin Jun Yan Jiahong Dong AI4CE 146 2 0 03 Dec 2024
Noisy Ostracods: A Fine-Grained, Imbalanced Real-World Dataset for Benchmarking Robust Machine Learning and Label Correction Methods Jiamian Hu Yuanyuan Hong Yihua Chen He Wang Moriaki Yasuhara 120 1 0 03 Dec 2024
Prithvi-EO-2.0: A Versatile Multi-Temporal Foundation Model for Earth Observation Applications Daniela Szwarcman Sujit Roy P. Fraccaro Þorsteinn Elí Gíslason Benedikt Blumenstiel ... Rahul Ramachandran Juan Bernabé-Moreno Manil Maskey Rahul Ramachandran Juan Bernabe Moreno VLM 141 19 0 03 Dec 2024