Exploring Simple Siamese Representation Learning

20 November 2020

Papers citing "Exploring Simple Siamese Representation Learning"

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Title
Code and Pixels: Multi-Modal Contrastive Pre-training for Enhanced Tabular Data Analysis Kankana Roy Lars Krämer Sebastian Domaschke Malik Haris Roland Aydin Fabian Isensee Martin Held 48 0 0 13 Jan 2025
ImageFlowNet: Forecasting Multiscale Image-Level Trajectories of Disease Progression with Irregularly-Sampled Longitudinal Medical Images Chen Liu Ke Xu Liangbo L. Shen Guillaume Huguet Zilong Wang ... Danilo Bzdok Jay Stewart Jay C. Wang L. V. Priore Smita Krishnaswamy 75 4 0 08 Jan 2025
Understanding Difficult-to-learn Examples in Contrastive Learning: A Theoretical Framework for Spectral Contrastive Learning Yi-Ge Zhang Jingyi Cui Qiran Li Yisen Wang SSL 48 0 0 03 Jan 2025
Self-Calibrated Dual Contrasting for Annotation-Efficient Bacteria Raman Spectroscopy Clustering and Classification Haiming Yao Wei Luo Tao Zhou Ang Gao Xue Wang 35 0 0 31 Dec 2024
Calibre: Towards Fair and Accurate Personalized Federated Learning with Self-Supervised Learning Sijia Chen Ningxin Su Baochun Li FedML 40 0 0 31 Dec 2024
The Dynamic Duo of Collaborative Masking and Target for Advanced Masked Autoencoder Learning Shentong Mo 42 0 0 23 Dec 2024
Enhancing Contrastive Learning Inspired by the Philosophy of "The Blind Men and the Elephant" Yudong Zhang Ruobing Xie Jiansheng Chen Xingchen Sun Zhanhui Kang Yu Wang 91 0 0 21 Dec 2024
Maximising Histopathology Segmentation using Minimal Labels via Self-Supervision Zeeshan Nisar T. Lampert 68 0 0 19 Dec 2024
Bringing Multimodality to Amazon Visual Search System Xinliang Zhu Michael Huang Han Ding Jinyu Yang Kelvin Chen ... Son Dinh Tran Benjamin Z. Yao Doug Gray Anuj Bindal Arnab Dhua 74 3 0 17 Dec 2024
Video Representation Learning with Joint-Embedding Predictive Architectures Katrina Drozdov Ravid Shwartz-Ziv Yann LeCun AI4TS 82 1 0 14 Dec 2024
Personalized Sleep Staging Leveraging Source-free Unsupervised Domain Adaptation Yangxuan Zhou Sha Zhao Jiquan Wang Haiteng Jiang hijian Li Benyan Luo Tao Li Gang Pan 99 1 0 11 Dec 2024
When Vision Models Meet Parameter Efficient Look-Aside Adapters Without Large-Scale Audio Pretraining Juan Yeo Jinkwan Jang Kyubyung Chae Seongkyu Mun Taesup Kim VLM 62 0 0 08 Dec 2024
Beyond [cls]: Exploring the true potential of Masked Image Modeling representations Marcin Przewiȩźlikowski Randall Balestriero Wojciech Jasiński Marek 'Smieja Bartosz Zieliñski 69 0 0 04 Dec 2024
GUESS: Generative Uncertainty Ensemble for Self Supervision S. Mohamadi Gianfranco Doretto Donald Adjeroh UQCV 77 0 0 03 Dec 2024
GenMix: Effective Data Augmentation with Generative Diffusion Model Image Editing Khawar Islam M. Zaheer Arif Mahmood Karthik Nandakumar Naveed Akhtar DiffM 85 2 0 03 Dec 2024
Rethinking Self-Supervised Learning Within the Framework of Partial Information Decomposition S. Mohamadi Gianfranco Doretto Donald Adjeroh SSL 79 0 0 03 Dec 2024
Direct Coloring for Self-Supervised Enhanced Feature Decoupling S. Mohamadi Gianfranco Doretto Donald Adjeroh 71 0 0 03 Dec 2024
Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence Qianren Mao Weifeng Jiang Jiaheng Liu Chenghua Lin Qian Li Xianqing Wen Jianxin Li Jinhu Lu 67 0 0 01 Dec 2024
Learning Locally, Revising Globally: Global Reviser for Federated Learning with Noisy Labels Yuxin Tian Mouxing Yang Yuhao Zhou Jian Wang Qing Ye Tongliang Liu Gang Niu Jiancheng Lv FedML 53 0 0 30 Nov 2024
PP-SSL : Priority-Perception Self-Supervised Learning for Fine-Grained Recognition ShuaiHeng Li Qing Cai Fan Zhang Hao Fei Yangyang Shu Ziqiang Liu Yiming Li Lingqiao Liu 76 0 0 28 Nov 2024
Improving Accuracy and Generalization for Efficient Visual Tracking Ram J. Zaveri Shivang Patel Yu Gu Gianfranco Doretto VLM 86 0 0 28 Nov 2024
CLIP meets DINO for Tuning Zero-Shot Classifier using Unlabeled Image Collections Mohamed Fazli Mohamed Imam Rufael Fedaku Marew Jameel Hassan M. Fiaz Alham Fikri Aji Hisham Cholakkal VLM 208 0 0 28 Nov 2024
ReC-TTT: Contrastive Feature Reconstruction for Test-Time Training Marco Colussi S. Mascetti Jose Dolz Christian Desrosiers 80 0 0 26 Nov 2024
Contrastive Deep Learning Reveals Age Biomarkers in Histopathological Skin Biopsies Kaustubh Chakradeo Pernille Nielsen Lise Mette Rahbek Gjerdrum Gry Sahl Hansen D. Duchêne Laust H Mortensen Majken K Jensen Samir Bhatt 61 0 0 25 Nov 2024
Probing the Mid-level Vision Capabilities of Self-Supervised Learning Xuweiyi Chen Markus Marks Zezhou Cheng 84 0 0 25 Nov 2024
Multi-Token Enhancing for Vision Representation Learning Zhong-Yu Li Yu-Song Hu Bo Yin Ming-Ming Cheng 66 1 0 24 Nov 2024
PR-MIM: Delving Deeper into Partial Reconstruction in Masked Image Modeling Zhong-Yu Li Yunheng Li Deng-Ping Fan Ming-Ming Cheng 73 0 0 24 Nov 2024
OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining Ming Hu Kun Yuan Yaling Shen Feilong Tang Xiaohao Xu ... Jin Ye N. Padoy Nassir Navab Junjun He Zongyuan Ge VLM CLIP 98 11 0 23 Nov 2024
CLIC: Contrastive Learning Framework for Unsupervised Image Complexity Representation Shipeng Liu Liang Zhao Dengfeng Chen SSL 115 1 0 19 Nov 2024
Relational Contrastive Learning and Masked Image Modeling for Scene Text Recognition T. Lin Jinglei Zhang Yi Xu Kai Chen Rui Zhang Chong Chen 38 0 0 18 Nov 2024
Past, Present, and Future of Sensor-Based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task H. Haresamudram Chi Ian Tang Sungho Suh P. Lukowicz Thomas Ploetz 76 2 0 11 Nov 2024
Neuromodulated Meta-Learning Wenwen Qiang Huijie Guo Jingyao Wang Jiangmeng Li Changwen Zheng Hui Xiong Gang Hua 61 0 0 11 Nov 2024
Understanding the Role of Equivariance in Self-supervised Learning Yifei Wang Kaiwen Hu Sharut Gupta Ziyu Ye Yisen Wang Stefanie Jegelka SSL 50 2 0 10 Nov 2024
Pattern Integration and Enhancement Vision Transformer for Self-Supervised Learning in Remote Sensing Kaixuan Lu Ruiqian Zhang Xiao Huang Yuxing Xie Xiaogang Ning Hanchao Zhang Mengke Yuan Pan Zhang Tao Wang Tongkui Liao 37 0 0 09 Nov 2024
Interpreting the Learned Model in MuZero Planning Hung Guei Yan-Ru Ju Wei-Yu Chen Ti-Rong Wu 28 1 0 07 Nov 2024
A Contrastive Self-Supervised Learning scheme for beat tracking amenable to few-shot learning Antonin Gagnere Geoffroy Peeters S. Essid 45 1 0 06 Nov 2024
TIP-I2V: A Million-Scale Real Text and Image Prompt Dataset for Image-to-Video Generation Wenhao Wang Yuqing Yang VGen 47 3 0 05 Nov 2024
Negative-Free Self-Supervised Gaussian Embedding of Graphs Yunhui Liu Tieke He Tao Zheng Jianhua Zhao SSL 42 1 0 02 Nov 2024
Preventing Dimensional Collapse in Self-Supervised Learning via Orthogonality Regularization Junlin He Jinxiao Du Wei Ma SSL 40 0 0 01 Nov 2024
Topology-Aware Graph Augmentation for Predicting Clinical Trajectories in Neurocognitive Disorders Qianqian Wang Wei Wang Yuqi Fang Hong-Jun Li Andrea Bozoki Mingxia Liu MedIm 22 0 0 31 Oct 2024
Sparsh: Self-supervised touch representations for vision-based tactile sensing Carolina Higuera Akash Sharma Chaithanya Krishna Bodduluri Taosha Fan Patrick E. Lancaster ... Michael Kaess Byron Boots Mike Lambeta Tingfan Wu Mustafa Mukadam 42 12 0 31 Oct 2024
EchoFM: Foundation Model for Generalizable Echocardiogram Analysis Sekeun Kim Pengfei Jin S. Song Cheng Chen Yiwei Li Hui Ren Xiang Li Tianming Liu Quanzheng Li 39 0 0 30 Oct 2024
HEX: Hierarchical Emergence Exploitation in Self-Supervised Algorithms Kiran Kokilepersaud Seulgi Kim Mohit Prabhushankar Ghassan AlRegib 33 1 0 30 Oct 2024
S3PT: Scene Semantics and Structure Guided Clustering to Boost Self-Supervised Pre-Training for Autonomous Driving Maciej K. Wozniak Hariprasath Govindarajan Marvin Klingner Camille Maurice B Ravi Kiran S. Yogamani 3DPC 55 1 0 30 Oct 2024
Dataset Awareness is not Enough: Implementing Sample-level Tail Encouragement in Long-tailed Self-supervised Learning Haowen Xiao Guanghui Liu Xinyi Gao Yang Li Fengmao Lv Jielei Chu 34 0 0 30 Oct 2024
SimSiam Naming Game: A Unified Approach for Representation Learning and Emergent Communication Nguyen Le Hoang T. Taniguchi Fang Tianwei Akira Taniguchi 36 1 0 29 Oct 2024
A Unified Solution to Diverse Heterogeneities in One-shot Federated Learning Jun Bai Yiliao Song Di Wu Atul Sajjanhar Yong Xiang Wei Zhou Xiaohui Tao Yan Li Y. Li FedML 55 0 0 28 Oct 2024
Connecting Joint-Embedding Predictive Architecture with Contrastive Self-supervised Learning Shentong Mo Shengbang Tong 40 1 0 25 Oct 2024
A contrastive-learning approach for auditory attention detection Seyed Ali Alavi Bajestan Mark Pitt Donald S. Williamson 27 0 0 24 Oct 2024
SigCLR: Sigmoid Contrastive Learning of Visual Representations Ömer Veysel Çağatan 24 0 0 22 Oct 2024