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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
Implicit-Zoo: A Large-Scale Dataset of Neural Implicit Functions for 2D Images and 3D Scenes Qi Ma Danda Pani Paudel E. Konukoglu Luc Van Gool 108 6 0 25 Jun 2024
Masked Generative Extractor for Synergistic Representation and 3D Generation of Point Clouds Hongliang Zeng Ping Zhang Fang Li Jiahua Wang Tingyu Ye Pengteng Guo 3DPC 112 0 0 25 Jun 2024
MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs Wenqian Ye Guangtao Zheng Yunsheng Ma Xu Cao Bolin Lai James M. Rehg Aidong Zhang 91 15 0 24 Jun 2024
BrainMAE: A Region-aware Self-supervised Learning Framework for Brain Signals Yifan Yang Yutong Mao Xufu Liu Xiao Liu 64 3 0 24 Jun 2024
Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs Shengbang Tong Ellis L Brown Penghao Wu Sanghyun Woo Manoj Middepogu ... Xichen Pan Austin Wang Rob Fergus Yann LeCun Saining Xie 3DV MLLM 166 377 0 24 Jun 2024
Towards Open Respiratory Acoustic Foundation Models: Pretraining and Benchmarking Yuwei Zhang Tong Xia Jing Han Yu Wu Georgios Rizos Yang Liu Mohammed Mosuily Jagmohan Chauhan Cecilia Mascolo AI4CE 71 12 0 23 Jun 2024
CAVM: Conditional Autoregressive Vision Model for Contrast-Enhanced Brain Tumor MRI Synthesis Lujun Gui Chuyang Ye Tianyi Yan MedIm DiffM 74 2 0 23 Jun 2024
Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects Michael A. Lepori Alexa R. Tartaglini Wai Keen Vong Thomas Serre Brenden M. Lake Ellie Pavlick 91 4 0 22 Jun 2024
SAM-EG: Segment Anything Model with Egde Guidance framework for efficient Polyp Segmentation Quoc-Huy Trinh Hai-Dang Nguyen Bao-Tram Nguyen Ngoc Debesh Jha Ulas Bagci Minh-Triet Tran MedIm 67 4 0 21 Jun 2024
Computation-Efficient Semi-Supervised Learning for ECG-based Cardiovascular Diseases Detection Rushuang Zhou Zijun Liu Lei A. Clifton David Clifton Kannie W. Y. Chan Yuan-Ting Zhang Yining Dong 56 1 0 20 Jun 2024
Two-Stage Depth Enhanced Learning with Obstacle Map For Object Navigation Yanwei Zheng Shaopu Feng Bowen Huang Changrui Li Xiao Zhang Dongxiao Yu 121 0 0 20 Jun 2024
Mitigating the Human-Robot Domain Discrepancy in Visual Pre-training for Robotic Manipulation Jiaming Zhou Teli Ma Kun-Yu Lin Ronghe Qiu Zifan Wang Junwei Liang 149 7 0 20 Jun 2024
A Pure Transformer Pretraining Framework on Text-attributed Graphs Yu Song Haitao Mao Jiachen Xiao Jingzhe Liu Zhikai Chen Wei Jin Carl Yang Jiliang Tang Hui Liu AI4CE 94 4 0 19 Jun 2024
Liveness Detection in Computer Vision: Transformer-based Self-Supervised Learning for Face Anti-Spoofing Arman Keresh Pakizar Shamoi 72 7 0 19 Jun 2024
Transferable Tactile Transformers for Representation Learning Across Diverse Sensors and Tasks Jialiang Zhao Yuxiang Ma Lirui Wang Edward H. Adelson 98 26 0 19 Jun 2024
Conditional score-based diffusion models for solving inverse problems in mechanics Agnimitra Dasgupta Harisankar Ramaswamy Javier Murgoitio-Esandi Ken Foo Runze Li Qifa Zhou Brendan Kennedy Assad A. Oberai DiffM MedIm 103 4 0 19 Jun 2024
ChangeViT: Unleashing Plain Vision Transformers for Change Detection Duowang Zhu Xiaohu Huang Haiyan Huang Zhenfeng Shao Q. Cheng 84 9 0 18 Jun 2024
GFM4MPM: Towards Geospatial Foundation Models for Mineral Prospectivity Mapping A. Daruna Vasily Zadorozhnyy Georgina Lukoczki Han-Pang Chiu 45 1 0 18 Jun 2024
Cephalometric Landmark Detection across Ages with Prototypical Network Han Wu Chong Wang Lanzhuju Mei Tong Yang Min Zhu Dingggang Shen Zhiming Cui 80 4 0 18 Jun 2024
Semantic Graph Consistency: Going Beyond Patches for Regularizing Self-Supervised Vision Transformers Chaitanya Devaguptapu Sumukh K. Aithal Shrinivas Ramasubramanian Moyuru Yamada Manohar Kaul ViT 92 0 0 18 Jun 2024
VIRL: Volume-Informed Representation Learning towards Few-shot Manufacturability Estimation Yu-hsuan Chen Jonathan Cagan Levent Burak Kara 87 2 0 18 Jun 2024
Autoregressive Image Generation without Vector Quantization Tianhong Li Yonglong Tian He Li Mingyang Deng Kaiming He DiffM 164 238 0 17 Jun 2024
Scaling the Codebook Size of VQGAN to 100,000 with a Utilization Rate of 99% Lei Zhu Fangyun Wei Yanye Lu Dong Chen VLM 97 40 0 17 Jun 2024
AnyMaker: Zero-shot General Object Customization via Decoupled Dual-Level ID Injection Lingjie Kong Kai WU Xiaobin Hu Wenhui Han Jinlong Peng Chengming Xu Donghao Luo Jiangning Zhang Chengjie Wang Yanwei Fu DiffM 74 0 0 17 Jun 2024
DocGenome: An Open Large-scale Scientific Document Benchmark for Training and Testing Multi-modal Large Language Models Renqiu Xia Song Mao Xiangchao Yan Hongbin Zhou Bo Zhang ... Yongwei Wang Bin Wang Junchi Yan Fei Wu Yu Qiao 109 12 0 17 Jun 2024
AnoPatch: Towards Better Consistency in Machine Anomalous Sound Detection Anbai Jiang Bing Han Zhiqiang Lv Yufeng Deng Wei-Qiang Zhang Xie Chen Yanmin Qian Jia Liu Pingyi Fan 64 3 0 17 Jun 2024
Holistic-Motion2D: Scalable Whole-body Human Motion Generation in 2D Space Yuan Wang Zhao Wang Junhao Gong Di Huang Tong He ... J. Jiao Xuetao Feng Qi Dou Shixiang Tang Dan Xu 92 4 0 17 Jun 2024
Relational Learning in Pre-Trained Models: A Theory from Hypergraph Recovery Perspective Yang Chen Cong Fang Zhouchen Lin Bing Liu 57 1 0 17 Jun 2024
WeatherQA: Can Multimodal Language Models Reason about Severe Weather? Chengqian Ma Zhanxiang Hua Alexandra Anderson-Frey Vikram Iyer Xin Liu Lianhui Qin 106 6 0 17 Jun 2024
Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning Zebang Cheng Zhi-Qi Cheng Jun-Yan He Jingdong Sun Kai Wang Yuxiang Lin Zheng Lian Xiaojiang Peng Alexander G. Hauptmann MLLM 121 40 0 17 Jun 2024
Duoduo CLIP: Efficient 3D Understanding with Multi-View Images Han-Hung Lee Yiming Zhang Angel X. Chang 3DPC 162 4 0 17 Jun 2024
HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model Di Wang Meiqi Hu Yao Jin Yuchun Miao Jiaqi Yang ... Lefei Zhang Chen Wu Di Lin Dacheng Tao Liangpei Zhang 164 27 0 17 Jun 2024
Harnessing Massive Satellite Imagery with Efficient Masked Image Modeling Fengxiang Wang H. Wang Di Wang Zonghao Guo Zhenyu Zhong Long Lan Wenjing Yang Jing Zhang 92 3 0 17 Jun 2024
Self-supervised Pretraining and Finetuning for Monocular Depth and Visual Odometry Boris Chidlovskii L. Antsfeld MDE ViT 86 2 0 16 Jun 2024
ALPS: An Auto-Labeling and Pre-training Scheme for Remote Sensing Segmentation With Segment Anything Model Song Zhang Qingzhong Wang Junyi Liu Haoyi Xiong 98 1 0 16 Jun 2024
On the Effectiveness of Supervision in Asymmetric Non-Contrastive Learning Jeongheon Oh Kibok Lee SSL 73 1 0 16 Jun 2024
ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers under Domain Shifts Samar Khanna Medhanie Irgau David B. Lobell Stefano Ermon VLM 152 6 0 16 Jun 2024
Occam's Razor for Self Supervised Learning: What is Sufficient to Learn Good Representations? Mark Ibrahim David Klindt Randall Balestriero SSL 130 5 1 15 Jun 2024
SemanticMIM: Marring Masked Image Modeling with Semantics Compression for General Visual Representation Yike Yuan Huanzhang Dou Fengjun Guo Xi Li 102 2 0 15 Jun 2024
PIG: Prompt Images Guidance for Night-Time Scene Parsing Zhifeng Xie Rui Qiu Sen Wang Xin Tan Yuan Xie Lizhuang Ma 83 2 0 15 Jun 2024
Self Pre-training with Topology- and Spatiality-aware Masked Autoencoders for 3D Medical Image Segmentation Pengfei Gu Yejia Zhang Huimin Li Chaoli Wang Benlin Liu MedIm 123 2 0 15 Jun 2024
Self-Supervised Representation Learning with Spatial-Temporal Consistency for Sign Language Recognition Weichao Zhao Wengang Zhou Hezhen Hu Min Wang Houqiang Li SLR 100 3 0 15 Jun 2024
The BabyView dataset: High-resolution egocentric videos of infants' and young children's everyday experiences Bria Long Violet Xiang Stefan Stojanov Robert Z. Sparks Zi Yin ... Steven Y. Feng Chengxu Zhuang V. Marchman Daniel L. K. Yamins Michael C. Frank VGen EgoV 102 3 0 14 Jun 2024
EFM3D: A Benchmark for Measuring Progress Towards 3D Egocentric Foundation Models Julian Straub Daniel DeTone Tianwei Shen Nan Yang Chris Sweeney Richard Newcombe EgoV 95 9 0 14 Jun 2024
CarLLaVA: Vision language models for camera-only closed-loop driving Katrin Renz Long Chen Ana-Maria Marcu Jan Hünermann Benoît Hanotte Alice Karnsund Jamie Shotton Elahe Arani Oleg Sinavski VLM 138 26 0 14 Jun 2024
MapVision: CVPR 2024 Autonomous Grand Challenge Mapless Driving Tech Report Zhongyu Yang Mai Liu Jinluo Xie Yueming Zhang Chen Shen Wei Shao Jichao Jiao Tengfei Xing Runbo Hu Pengfei Xu 73 2 0 14 Jun 2024
What Does Softmax Probability Tell Us about Classifiers Ranking Across Diverse Test Conditions? Weijie Tu Weijian Deng Liang Zheng Tom Gedeon 94 1 0 14 Jun 2024
Exploring the Benefits of Vision Foundation Models for Unsupervised Domain Adaptation B. B. Englert Fabrizio J. Piva Tommie Kerssies Daan de Geus Gijs Dubbelman 84 11 0 14 Jun 2024
Vision Language Modeling of Content, Distortion and Appearance for Image Quality Assessment Fei Zhou Zhicong Huang Tianhao Gu Guoping Qiu CoGe VLM 137 1 0 14 Jun 2024
A Two-Stage Masked Autoencoder Based Network for Indoor Depth Completion Kailai Sun Zhou Yang Qianchuan Zhao 3DV ViT 3DPC MDE 41 0 0 14 Jun 2024