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Emerging Properties in Self-Supervised Vision Transformers

29 April 2021

Papers citing "Emerging Properties in Self-Supervised Vision Transformers"

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Title
Few-Shot Class Incremental Learning via Robust Transformer Approach Naeem Paeedeh Mahardhika Pratama S. Wibirama Wolfgang Mayer Zehong Cao Ryszard Kowalczyk CLL 98 2 0 08 May 2024
All in One Framework for Multimodal Re-identification in the Wild He Li Mang Ye Ming Zhang Bo Du 85 11 0 08 May 2024
A Review on Discriminative Self-supervised Learning Methods in Computer Vision Nikolaos Giakoumoglou Tania Stathaki Athanasios Gkelias SSL 130 1 0 08 May 2024
BenthicNet: A global compilation of seafloor images for deep learning applications Joakim Bruslund Haurum B. Misiuk Isaac Xu Shakhboz Abdulazizov A. R. Baroi ... Jordan A. Thomson Brittany R. Wilson Melisa C. Wong Craig J. Brown Thomas Trappenberg 111 4 0 08 May 2024
Joint semi-supervised and contrastive learning enables domain generalization and multi-domain segmentation Alvaro Gomariz Yusuke Kikuchi Yun Yvonna Li Thomas Albrecht Andreas Maunz Daniela Ferrara Huanxiang Lu Orçun Göksel VLM 122 0 0 08 May 2024
Splat-MOVER: Multi-Stage, Open-Vocabulary Robotic Manipulation via Editable Gaussian Splatting O. Shorinwa Johnathan Tucker Aliyah Smith Aiden Swann Timothy Chen Roya Firoozi Monroe Kennedy Mac Schwager 156 25 0 07 May 2024
S3Former: Self-supervised High-resolution Transformer for Solar PV Profiling Minh-Triet Tran Adrian de Luis Haitao Liao Ying Huang Roy McCann Alan Mantooth Jack Cothren Ngan Le 258 0 0 07 May 2024
False Sense of Security in Explainable Artificial Intelligence (XAI) N. C. Chung Hongkyou Chung Hearim Lee L. Brocki Hongbeom Chung George C. Dyer 112 2 0 06 May 2024
Telextiles: End-to-end Remote Transmission of Fabric Tactile Sensation Takekazu Kitagishi Yuichi Hiroi Yuna Watanabe Yuta Itoh Jun Rekimoto 46 5 0 06 May 2024
Mind the Gap Between Synthetic and Real: Utilizing Transfer Learning to Probe the Boundaries of Stable Diffusion Generated Data Leonhard Hennicke C. Adriano Holger Giese Jan Mathias Koehler Lukas Schott DiffM 112 2 0 06 May 2024
Class-relevant Patch Embedding Selection for Few-Shot Image Classification Weihao Jiang Haoyang Cui Kun He VLM 91 0 0 06 May 2024
Intra-task Mutual Attention based Vision Transformer for Few-Shot Learning Weihao Jiang Chang-Shu Liu Kun He ViT 115 0 0 06 May 2024
Boosting 3D Neuron Segmentation with 2D Vision Transformer Pre-trained on Natural Images Yik San Cheng Runkai Zhao Heng Wang Hanchuan Peng Weidong Cai ViT 63 1 0 04 May 2024
A Survey of Few-Shot Learning for Biomedical Time Series Chenqi Li Timothy Denison Tingting Zhu 94 1 0 03 May 2024
Multi-method Integration with Confidence-based Weighting for Zero-shot Image Classification Siqi Yin Lifan Jiang 52 0 0 03 May 2024
Adapting Self-Supervised Learning for Computational Pathology Eric Zimmermann Neil Tenenholtz James Hall George Shaikovski Michal Zelechowski ... Fausto Milletari Julian Viret Eugene Vorontsov Siqi Liu Kristen Severson OOD 79 2 0 02 May 2024
Multi-Space Alignments Towards Universal LiDAR Segmentation You-Chen Liu Lingdong Kong Xiaoyang Wu Runnan Chen Xin Li Liang Pan Ziwei Liu Yuexin Ma 3DPC 125 19 0 02 May 2024
Customizing Text-to-Image Models with a Single Image Pair Maxwell Jones Sheng-Yu Wang Nupur Kumari David Bau Jun-Yan Zhu DiffM 105 21 0 02 May 2024
Transformer-Aided Semantic Communications Matin Mortaheb Erciyes Karakaya M. A. Khojastepour S. Ulukus 52 2 0 02 May 2024
LocInv: Localization-aware Inversion for Text-Guided Image Editing Chuanming Tang Kai Wang Fei Yang Joost van de Weijer DiffM 78 5 0 02 May 2024
Improving Subject-Driven Image Synthesis with Subject-Agnostic Guidance Kelvin C. K. Chan Yang Zhao Xuhui Jia Ming-Hsuan Yang Huisheng Wang 123 3 0 02 May 2024
Self-Supervised Learning for Interventional Image Analytics: Towards Robust Device Trackers Saahil Islam Venkatesh N. Murthy Dominik Neumann Badhan Kumar Das Puneet Sharma Andreas Maier Dorin Comaniciu Florin-Cristian Ghesu 108 1 0 02 May 2024
Domain-Transferred Synthetic Data Generation for Improving Monocular Depth Estimation Seungyeop Lee Knut Peterson Solmaz Arezoomandan Bill Cai Peihan Li Lifeng Zhou David Han MDE 52 0 0 02 May 2024
CromSS: Cross-modal pre-training with noisy labels for remote sensing image segmentation Chenying Liu C. Albrecht Yi Wang Xiao Xiang Zhu 249 3 0 02 May 2024
Deep Learning for Wildfire Risk Prediction: Integrating Remote Sensing and Environmental Data Zhengsen Xu Jonathan Li Sibo Cheng Xue Rui Yu Zhao ... Haiyan Guan Aryan Sharma Matthew Erxleben Ryan Chang Linlin Xu 107 0 0 02 May 2024
NeRFs in Robotics: A Survey G. Wang Lei Pan Songyou Peng Shaohui Liu Chenfeng Xu Yanzi Miao Wei Zhan Masayoshi Tomizuka Marc Pollefeys Hesheng Wang 122 15 0 02 May 2024
Lazy Layers to Make Fine-Tuned Diffusion Models More Traceable Haozhe Liu Wentian Zhang Bing Li Bernard Ghanem Jürgen Schmidhuber DiffM WIGM AAML 95 1 0 01 May 2024
Exploring Self-Supervised Vision Transformers for Deepfake Detection: A Comparative Analysis H. Nguyen Junichi Yamagishi Isao Echizen 134 9 0 01 May 2024
Training a high-performance retinal foundation model with half-the-data and 400 times less compute Justin Engelmann Miguel O. Bernabeu MedIm OOD 128 1 0 30 Apr 2024
Masked Multi-Query Slot Attention for Unsupervised Object Discovery Rishav Pramanik José-Fabian Villa-Vásquez M. Pedersoli OCL 125 0 0 30 Apr 2024
X-Diffusion: Generating Detailed 3D MRI Volumes From a Single Image Using Cross-Sectional Diffusion Models Emmanuelle Bourigault Abdullah Hamdi Amir Jamaludin MedIm 130 2 0 30 Apr 2024
Integrating Present and Past in Unsupervised Continual Learning Yipeng Zhang Laurent Charlin R. Zemel Mengye Ren CLL 79 4 0 29 Apr 2024
Visual Mamba: A Survey and New Outlooks Rui Xu Shu Yang Yihui Wang Yu Cai Bo Du Hao Chen Mamba 126 29 0 29 Apr 2024
Hallucination of Multimodal Large Language Models: A Survey Zechen Bai Pichao Wang Tianjun Xiao Tong He Zongbo Han Zheng Zhang Mike Zheng Shou VLM LRM 300 197 0 29 Apr 2024
Masked Attention as a Mechanism for Improving Interpretability of Vision Transformers Clément Grisi G. Litjens Jeroen van der Laak ViT MedIm 37 1 0 28 Apr 2024
Deep Boosting Learning: A Brand-new Cooperative Approach for Image-Text Matching Haiwen Diao Ying Zhang Shang Gao Xiang Ruan Huchuan Lu 77 4 0 28 Apr 2024
Paint by Inpaint: Learning to Add Image Objects by Removing Them First Navve Wasserman Noam Rotstein Roy Ganz Ron Kimmel DiffM 143 16 0 28 Apr 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 233 15 0 28 Apr 2024
A Method of Moments Embedding Constraint and its Application to Semi-Supervised Learning Michael Majurski Sumeet Menon Parniyan Farvardin David Chapman 93 4 0 27 Apr 2024
SAGHOG: Self-Supervised Autoencoder for Generating HOG Features for Writer Retrieval Marco Peer Florian Kleber Robert Sablatnig 100 1 0 26 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 127 6 0 26 Apr 2024
Boosting Unsupervised Semantic Segmentation with Principal Mask Proposals Oliver Hahn Nikita Araslanov Simone Schaub-Meyer Stefan Roth 3DPC 81 4 0 25 Apr 2024
Embracing Diversity: Interpretable Zero-shot classification beyond one vector per class Mazda Moayeri Michael G. Rabbat Mark Ibrahim Diane Bouchacourt VLM 88 1 0 25 Apr 2024
Road Surface Friction Estimation for Winter Conditions Utilising General Visual Features Risto Ojala Eerik Alamikkotervo 38 1 0 25 Apr 2024
Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Cloud Ayumu Saito Prachi Kudeshia Jiju Poovvancheri 3DPC 165 9 0 25 Apr 2024
Learning Discriminative Spatio-temporal Representations for Semi-supervised Action Recognition Yu Wang Sanpin Zhou Kun Xia Le Wang 103 1 0 25 Apr 2024
RetinaRegNet: A Versatile Approach for Retinal Image Registration Vishal Balaji Sivaraman Muhammad Imran Qingyue Wei Preethika Muralidharan Michelle R. Tamplin Isabella M . Grumbach Randy H. Kardon Jui-Kai Wang Yuyin Zhou Wei Shao 93 4 0 24 Apr 2024
Enhancing Diagnosis through AI-driven Analysis of Reflectance Confocal Microscopy Hong-Jun Yoon Chris Keum A. Witkowski J. Ludzik Tracy Petrie Heidi A. Hanson S. Leachman 36 3 0 24 Apr 2024
SPARO: Selective Attention for Robust and Compositional Transformer Encodings for Vision Ankit Vani Bac Nguyen Samuel Lavoie Ranjay Krishna Aaron Courville 85 1 0 24 Apr 2024
Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability, Composability, and Decomposability from Anatomy via Self-Supervision M. Taher Michael B. Gotway Jianming Liang MedIm 103 6 0 24 Apr 2024