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iBOT: Image BERT Pre-Training with Online Tokenizer
15 November 2021
Jinghao Zhou
Chen Wei
Huiyu Wang
Wei Shen
Cihang Xie
Alan Yuille
Tao Kong
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Papers citing
"iBOT: Image BERT Pre-Training with Online Tokenizer"
50 / 607 papers shown
Training state-of-the-art pathology foundation models with orders of magnitude less data
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Masked Self-Supervised Pre-Training for Text Recognition Transformers on Large-Scale Datasets
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Vanishing Depth: A Depth Adapter with Positional Depth Encoding for Generalized Image Encoders
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Object-Centric Pretraining via Target Encoder Bootstrapping
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Nikola Đukić
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Robustness Tokens: Towards Adversarial Robustness of Transformers
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428
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Multi-Modal Foundation Models for Computational Pathology: A Survey
Dong Li
Guihong Wan
Xintao Wu
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Yi He
Christine G. Lian
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Task-Agnostic Attacks Against Vision Foundation Models
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Solving Instance Detection from an Open-World Perspective
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Qianqian Shen
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417
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01 Mar 2025
MIRROR: Multi-Modal Pathological Self-Supervised Representation Learning via Modality Alignment and Retention
IEEE Transactions on Medical Imaging (IEEE TMI), 2025
Tianyi Wang
Jianan Fan
Dingxin Zhang
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Yong-quan Xia
Heng Huang
Weidong Cai
596
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Projection Head is Secretly an Information Bottleneck
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Zhuo Ouyang
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347
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01 Mar 2025
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Universal Sparse Autoencoders: Interpretable Cross-Model Concept Alignment
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Keypoint Aware Masked Image Modelling
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456
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The Dynamic Duo of Collaborative Masking and Target for Advanced Masked Autoencoder Learning
AAAI Conference on Artificial Intelligence (AAAI), 2024
Shentong Mo
246
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Equivariant Representation Learning for Augmentation-based Self-Supervised Learning via Image Reconstruction
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Kai Krajsek
Hanno Scharr
SSL
209
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Srikar Yellapragada
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Tarak Nandi
Ravi K. Madduri
Prateek Prasanna
Joel H. Saltz
Dimitris Samaras
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02 Dec 2024
Probing the Mid-level Vision Capabilities of Self-Supervised Learning
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Markus Marks
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484
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Multi-Token Enhancing for Vision Representation Learning
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Yu-Song Hu
Bo Yin
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PR-MIM: Delving Deeper into Partial Reconstruction in Masked Image Modeling
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A Survey of Recent Advances and Challenges in Deep Audio-Visual Correlation Learning
ACM Computing Surveys (ACM CSUR), 2024
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Paula Vinan
476
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Relational Contrastive Learning and Masked Image Modeling for Scene Text Recognition
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Yi Xu
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Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement
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Yihang Chen
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Understanding the Role of Equivariance in Self-supervised Learning
Neural Information Processing Systems (NeurIPS), 2024
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Pattern Integration and Enhancement Vision Transformer for Self-Supervised Learning in Remote Sensing
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
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Ruiqian Zhang
Xiao Huang
Yuxing Xie
Xiaogang Ning
Hanchao Zhang
Mengke Yuan
Pan Zhang
Tao Wang
Tongkui Liao
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421
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Chaithanya Krishna Bodduluri
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Patrick E. Lancaster
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Byron Boots
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A Fresh Look at Generalized Category Discovery through Non-negative Matrix Factorization
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Steve Yang
Jingren Liu
Yanwei Pang
Jungong Han
339
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Frozen-DETR: Enhancing DETR with Image Understanding from Frozen Foundation Models
Neural Information Processing Systems (NeurIPS), 2024
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Junkai Yan
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Wei-Shi Zheng
VLM
294
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Connecting Joint-Embedding Predictive Architecture with Contrastive Self-supervised Learning
Neural Information Processing Systems (NeurIPS), 2024
Shentong Mo
Shengbang Tong
321
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25 Oct 2024
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