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iBOT: Image BERT Pre-Training with Online Tokenizer

15 November 2021

Cihang Xie

Papers citing "iBOT: Image BERT Pre-Training with Online Tokenizer"

50 / 607 papers shown

Title
Learning from Memory: Non-Parametric Memory Augmented Self-Supervised Learning of Visual Features T. Silva Hélio Pedrini Adín Ramírez Rivera SSL 163 6 0 03 Jul 2024
Multi-Grained Contrast for Data-Efficient Unsupervised Representation Learning Chengchao Shen Jianzhong Chen Jianxin Wang SSL 251 3 0 02 Jul 2024
Foundational Models for Pathology and Endoscopy Images: Application for Gastric Inflammation H. Kerdegari Kyle Higgins Dennis Veselkov I. Laponogov I. Poļaka ... Junior Andrea Pescino M. Leja M. Dinis-Ribeiro T. F. Kanonnikoff Kirill Veselkov 400 6 0 26 Jun 2024
3D-MVP: 3D Multiview Pretraining for Robotic Manipulation Shengyi Qian Kaichun Mo Valts Blukis David Fouhey Dieter Fox Ankit Goyal 184 6 0 26 Jun 2024
Investigating Self-Supervised Methods for Label-Efficient Learning S. Nandam Sara Atito Zhenhua Feng Josef Kittler Muhammad Awais VLM 150 2 0 25 Jun 2024
Pseudo Labelling for Enhanced Masked Autoencoders S. Nandam Sara Atito Zhenhua Feng Josef Kittler Muhammad Awais 149 1 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 317 1 0 25 Jun 2024
HEST-1k: A Dataset for Spatial Transcriptomics and Histology Image Analysis Guillaume Jaume Paul Doucet Andrew H. Song Ming Y. Lu Cristina Almagro-Pérez ... Anurag J. Vaidya Richard J. Chen Drew F. K. Williamson Ahrong Kim Faisal Mahmood 312 79 0 23 Jun 2024
A Simple Framework for Open-Vocabulary Zero-Shot Segmentation Thomas Stegmüller Tim Lebailly Nikola Dukic Behzad Bozorgtabar Tinne Tuytelaars Jean-Philippe Thiran VLM 399 3 0 23 Jun 2024
Duoduo CLIP: Efficient 3D Understanding with Multi-View Images Han-Hung Lee Yiming Zhang Angel X. Chang 3DPC 495 4 0 17 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 631 14 0 16 Jun 2024
SemanticMIM: Marring Masked Image Modeling with Semantics Compression for General Visual Representation Yike Yuan Huanzhang Dou Fengjun Guo Xi Li 222 2 0 15 Jun 2024
4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities Roman Bachmann Oğuzhan Fatih Kar David Mizrahi Ali Garjani Mingfei Gao David Griffiths Jiaming Hu Afshin Dehghan Amir Zamir MoE VLM MLLM 246 33 0 13 Jun 2024
Image and Video Tokenization with Binary Spherical Quantization Yue Zhao Yuanjun Xiong Philipp Krahenbuhl 228 57 0 11 Jun 2024
Let Go of Your Labels with Unsupervised Transfer Artyom Gadetsky Yulun Jiang Maria Brbić VLM 223 12 0 11 Jun 2024
SignMusketeers: An Efficient Multi-Stream Approach for Sign Language Translation at Scale Shester Gueuwou Xiaodan Du G. Shakhnarovich Karen Livescu SLR 316 9 0 11 Jun 2024
The 3D-PC: a benchmark for visual perspective taking in humans and machines Drew Linsley Peisen Zhou A. Ashok Akash Nagaraj Gaurav Gaonkar Francis E Lewis Zygmunt Pizlo Thomas Serre 394 9 0 06 Jun 2024
Enhancing 2D Representation Learning with a 3D Prior Mehmet Aygun Prithviraj Dhar Zhicheng Yan Oisin Mac Aodha Rakesh Ranjan SSL 186 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 219 5 0 04 Jun 2024
Scaling Up Deep Clustering Methods Beyond ImageNet-1K Tim Kaiser Félix D. P. Michels Kaspar Senft Diana Petrusheva M. Kollmann 251 2 0 03 Jun 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 186 20 0 31 May 2024
Multi-Label Guided Soft Contrastive Learning for Efficient Earth Observation Pretraining Yi Wang C. Albrecht Xiao Xiang Zhu 267 15 0 30 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 247 0 0 29 May 2024
In-Context Symmetries: Self-Supervised Learning through Contextual World Models Sharut Gupta Chenyu Wang Yifei Wang Tommi Jaakkola Stefanie Jegelka 211 5 0 28 May 2024
Visualizing the loss landscape of Self-supervised Vision Transformer Youngwan Lee Jeffrey Willette Jonghee Kim Sung Ju Hwang ViT 156 1 0 28 May 2024
DMT-JEPA: Discriminative Masked Targets for Joint-Embedding Predictive Architecture Shentong Mo Sukmin Yun 197 3 0 28 May 2024
Recasting Generic Pretrained Vision Transformers As Object-Centric Scene Encoders For Manipulation Policies Jianing Qian Anastasios Panagopoulos Dinesh Jayaraman LM&Ro ViT 202 9 0 24 May 2024
Mixture of Experts Meets Prompt-Based Continual LearningNeural Information Processing Systems (NeurIPS), 2024 Minh Le An Nguyen Huy Nguyen Trang Nguyen Trang Pham L. Ngo Nhat Ho CLL 487 34 0 23 May 2024
Dinomaly: The Less Is More Philosophy in Multi-Class Unsupervised Anomaly DetectionComputer Vision and Pattern Recognition (CVPR), 2024 Jia Guo Shuai Lu Weihang Zhang Huiqi Li Huiqi Li Hongen Liao ViT 537 44 0 23 May 2024
Transparency Distortion Robustness for SOTA Image Segmentation Tasks Volker Knauthe Arne Rak Tristan Wirth Thomas Pollabauer Simon Metzler Arjan Kuijper Dieter W. Fellner 175 3 0 21 May 2024
CLIP with Quality Captions: A Strong Pretraining for Vision Tasks Pavan Kumar Anasosalu Vasu Hadi Pouransari Fartash Faghri Oncel Tuzel VLM CLIP 241 9 0 14 May 2024
Efficient Vision-Language Pre-training by Cluster MaskingComputer Vision and Pattern Recognition (CVPR), 2024 Zihao Wei Zixuan Pan Andrew Owens VLM 283 15 0 14 May 2024
Self-Distillation Improves DNA Sequence Inference Tong Yu Lei Cheng Ruslan Khalitov Erland Brandser Olsson Zhirong Yang SyDa 180 1 0 14 May 2024
PLUTO: Pathology-Universal Transformer Dinkar Juyal Harshith Padigela Chintan Shah Daniel Shenker Natalia Harguindeguy ... E. Walk J. Abel Harsha Pokkalla A. Beck S. Grullon MedIm ViT LM&MA 194 19 0 13 May 2024
A Review on Discriminative Self-supervised Learning Methods in Computer Vision Nikolaos Giakoumoglou Tania Stathaki Athanasios Gkelias SSL 397 1 0 08 May 2024
Intra-task Mutual Attention based Vision Transformer for Few-Shot Learning Weihao Jiang Yu Xie Kun He ViT 298 1 0 06 May 2024
Self-supervised Pre-training of Text Recognizers M. Kišš Michal Hradiš SSL 177 2 0 01 May 2024
What Foundation Models can Bring for Robot Learning in Manipulation : A Survey Dingzhe Li Yixiang Jin A. Yong Yong A Hongze Yu ... Huaping Liu Gang Hua F. Sun Jianwei Zhang Bin Fang AI4CE LM&Ro 863 24 0 28 Apr 2024
Self-supervised visual learning in the low-data regime: a comparative evaluation Sotirios Konstantakos Despina Ioanna Chalkiadaki Ioannis Mademlis Yuki M. Asano E. Gavves Georgios Th. Papadopoulos 272 9 0 26 Apr 2024
Road Surface Friction Estimation for Winter Conditions Utilising General Visual Features Risto Ojala Eerik Alamikkotervo 78 4 0 25 Apr 2024
Unexplored Faces of Robustness and Out-of-Distribution: Covariate Shifts in Environment and Sensor Domains Eunsu Baek Keondo Park Jiyoon Kim Hyung-Sin Kim OODD OOD 362 12 0 24 Apr 2024
OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks Sophia Sirko-Galouchenko Alexandre Boulch Spyros Gidaris Andrei Bursuc Antonín Vobecký Patrick Pérez Renaud Marlet 3DPC 273 17 0 22 Apr 2024
An Experimental Study on Exploring Strong Lightweight Vision Transformers via Masked Image Modeling Pre-Training Jin Gao Shubo Lin Shaoru Wang Yutong Kou Zeming Li Liang Li Congxuan Zhang Xiaoqin Zhang Yizheng Wang Weiming Hu 265 5 0 18 Apr 2024
EgoPet: Egomotion and Interaction Data from an Animal's Perspective Amir Bar Arya Bakhtiar Danny Tran Antonio Loquercio Jathushan Rajasegaran Yann LeCun Amir Globerson Trevor Darrell EgoV 246 8 0 15 Apr 2024
XoFTR: Cross-modal Feature Matching Transformer Önder Tuzcuoglu Aybora Köksal Bugra Sofu Sinan Kalkan A. Aydin Alatan ViT 154 32 0 15 Apr 2024
AMU-Tuning: Effective Logit Bias for CLIP-based Few-shot Learning Yuwei Tang Zhenyi Lin Qilong Wang Q. Hu Qinghua Hu 174 24 0 13 Apr 2024
Probing the 3D Awareness of Visual Foundation Models Mohamed El Banani Amit Raj Kevis-Kokitsi Maninis Abhishek Kar Yuanzhen Li Michael Rubinstein Deqing Sun Leonidas Guibas Justin Johnson Varun Jampani 309 125 0 12 Apr 2024
Emerging Property of Masked Token for Effective Pre-training Hyesong Choi Hunsang Lee Seyoung Joung Hyejin Park Jiyeong Kim Dongbo Min 165 10 0 12 Apr 2024
Salience-Based Adaptive Masking: Revisiting Token Dynamics for Enhanced Pre-training Hyesong Choi Hyejin Park Kwang Moo Yi Sungmin Cha Dongbo Min 238 10 0 12 Apr 2024
Contrastive-Based Deep Embeddings for Label Noise-Resilient Histopathology Image Classification Lucas Dedieu Nicolas Nerrienet A. Nivaggioli Clara Simmat Marceau Clavel Arnaud Gauthier Stéphane Sockeel Rémy Peyret NoLa 143 2 0 11 Apr 2024