Exploring Simple Siamese Representation Learning

20 November 2020

Papers citing "Exploring Simple Siamese Representation Learning"

50 / 2,307 papers shown

Title
DMT-JEPA: Discriminative Masked Targets for Joint-Embedding Predictive Architecture Shentong Mo Sukmin Yun 45 3 0 28 May 2024
Survival of the Fittest Representation: A Case Study with Modular Addition Xiaoman Delores Ding Zifan Carl Guo Eric J. Michaud Ziming Liu Max Tegmark 48 3 0 27 May 2024
Probabilistic Contrastive Learning with Explicit Concentration on the Hypersphere H. Li Ouyang Cheng Tamaz Amiranashvili Matthew S. Rosen Bjoern H. Menze J. Iglesias 43 0 0 26 May 2024
Federated Unsupervised Domain Generalization using Global and Local Alignment of Gradients Farhad Pourpanah Mahdiyar Molahasani Milad Soltany Michael A. Greenspan Ali Etemad FedML OOD 125 2 0 25 May 2024
Recasting Generic Pretrained Vision Transformers As Object-Centric Scene Encoders For Manipulation Policies Jianing Qian Anastasios Panagopoulos Dinesh Jayaraman LM&Ro ViT 38 5 0 24 May 2024
Retro: Reusing teacher projection head for efficient embedding distillation on Lightweight Models via Self-supervised Learning Khanh-Binh Nguyen Chae Jung Park 34 0 0 24 May 2024
MuDreamer: Learning Predictive World Models without Reconstruction Maxime Burchi Radu Timofte 40 3 0 23 May 2024
StyleX: A Trainable Metric for X-ray Style Distances Dominik Eckert Christopher Syben Christian Hümmer L. Ritschl Steffen Kappler Sebastian Stober MedIm 21 1 0 23 May 2024
Efficiency for Free: Ideal Data Are Transportable Representations Peng Sun Yi Jiang Tao Lin DD 44 0 0 23 May 2024
PhiNets: Brain-inspired Non-contrastive Learning Based on Temporal Prediction Hypothesis Satoki Ishikawa Makoto Yamada Han Bao Yuki Takezawa 68 0 0 23 May 2024
Dinomaly: The Less Is More Philosophy in Multi-Class Unsupervised Anomaly Detection Jia Guo Shuai Lu Weihang Zhang Huiqi Li Huiqi Li Hongen Liao ViT 69 8 0 23 May 2024
Invisible Backdoor Attack against Self-supervised Learning Hanrong Zhang Zhenting Wang Tingxu Han Mingyu Jin Chenlu Zhan Jundong Li Hongwei Wang Shiqing Ma Hongwei Wang Shiqing Ma AAML SSL 49 2 0 23 May 2024
Maximum Manifold Capacity Representations in State Representation Learning Li Meng Morten Goodwin Anis Yazidi P. Engelstad 52 0 0 22 May 2024
EmInspector: Combating Backdoor Attacks in Federated Self-Supervised Learning Through Embedding Inspection Yuwen Qian Shuchi Wu Kang Wei Ming Ding Di Xiao Tao Xiang Chuan Ma Song Guo FedML AAML 40 0 0 21 May 2024
Vertical Federated Learning Hybrid Local Pre-training Wenguo Li Xinling Guo Xu Jiao Tiancheng Huang Xiaoran Yan Yao Yang FedML 51 0 0 20 May 2024
Feasibility Consistent Representation Learning for Safe Reinforcement Learning Zhepeng Cen Yi-Fan Yao Zuxin Liu Ding Zhao OffRL 40 3 0 20 May 2024
DINO as a von Mises-Fisher mixture model Hariprasath Govindarajan Per Sidén Jacob Roll Fredrik Lindsten 42 11 0 17 May 2024
Enhancing Semantics in Multimodal Chain of Thought via Soft Negative Sampling Guangmin Zheng Jin Wang Xiaobing Zhou Xuejie Zhang LRM 38 2 0 16 May 2024
UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning Shikun Feng Yuyan Ni Minghao Li Yanwen Huang Zhiming Ma Wei-Ying Ma Yanyan Lan SSL 49 7 0 15 May 2024
Investigating Design Choices in Joint-Embedding Predictive Architectures for General Audio Representation Learning Alain Riou Stefan Lattner Gaëtan Hadjeres Geoffroy Peeters 43 2 0 14 May 2024
CoViews: Adaptive Augmentation Using Cooperative Views for Enhanced Contrastive Learning Nazim Bendib 29 0 0 12 May 2024
MaskMatch: Boosting Semi-Supervised Learning Through Mask Autoencoder-Driven Feature Learning Wenjin Zhang Keyi Li Sen Yang Chenyang Gao Wanzhao Yang Sifan Yuan I. Marsic 36 1 0 10 May 2024
ACTION: Augmentation and Computation Toolbox for Brain Network Analysis with Functional MRI Yuqi Fang Junhao Zhang Linmin Wang Qianqian Wang Mingxia Liu MedIm 22 2 0 10 May 2024
Self-Supervised Learning of Time Series Representation via Diffusion Process and Imputation-Interpolation-Forecasting Mask Zineb Senane Lele Cao V. Buchner Yusuke Tashiro Lei You P. Herman Mats Nordahl Ruibo Tu Vilhelm von Ehrenheim DiffM AI4TS 22 10 0 09 May 2024
Efficient Pretraining Model based on Multi-Scale Local Visual Field Feature Reconstruction for PCB CT Image Element Segmentation Chen Chen Kai Qiao Jie Yang Jian Chen Bin Yan 30 1 0 09 May 2024
Self-supervised Gait-based Emotion Representation Learning from Selective Strongly Augmented Skeleton Sequences Cheng Song Lu Lu Zhen Ke Long Gao Shuai Ding SLR CVBM 45 0 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 73 0 0 08 May 2024
BenthicNet: A global compilation of seafloor images for deep learning applications Scott C. Lowe B. Misiuk Isaac Xu Shakhboz Abdulazizov A. R. Baroi ... Jordan A. Thomson Brittany R. Wilson Melisa C. Wong Craig J. Brown Thomas Trappenberg 49 3 0 08 May 2024
A Review on Discriminative Self-supervised Learning Methods in Computer Vision Nikolaos Giakoumoglou Tania Stathaki Athanasios Gkelias SSL 64 1 0 08 May 2024
FedSC: Provable Federated Self-supervised Learning with Spectral Contrastive Objective over Non-i.i.d. Data Shusen Jing Anlan Yu Shuai Zhang Songyang Zhang FedML 31 1 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 90 0 0 07 May 2024
Classification of Breast Cancer Histopathology Images using a Modified Supervised Contrastive Learning Method Matina Mahdizadeh Sani Ali Royat M. Baghshah 33 0 0 06 May 2024
Telextiles: End-to-end Remote Transmission of Fabric Tactile Sensation Takekazu Kitagishi Yuichi Hiroi Yuna Watanabe Yuta Itoh Jun Rekimoto 27 5 0 06 May 2024
You Only Need Half: Boosting Data Augmentation by Using Partial Content Juntao Hu Yuan Wu 38 1 0 05 May 2024
A Mutual Information Perspective on Federated Contrastive Learning Christos Louizos M. Reisser Denis Korzhenkov SSL FedML 32 2 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 46 1 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 34 1 0 02 May 2024
On Improving the Algorithm-, Model-, and Data- Efficiency of Self-Supervised Learning Yunhao Cao Jianxin Wu 41 0 0 30 Apr 2024
Integrating Present and Past in Unsupervised Continual Learning Yipeng Zhang Laurent Charlin R. Zemel Mengye Ren CLL 43 3 0 29 Apr 2024
Self-supervised learning for classifying paranasal anomalies in the maxillary sinus Debayan Bhattacharya F. Behrendt B. Becker Lennart Maack Dirk Beyersdorff ... B. Cheng D. Eggert C. Betz A. Hoffmann Alexander Schlaefer SSL 31 0 0 29 Apr 2024
Retrieval-Oriented Knowledge for Click-Through Rate Prediction Huanshuo Liu Bo Chen Menghui Zhu Jianghao Lin Jiarui Qin Yang Yang Hao Zhang Ruiming Tang 35 3 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 36 3 0 28 Apr 2024
Improving Smart Contract Security with Contrastive Learning-based Vulnerability Detection Yizhou Chen Zeyu Sun Zhihao Gong Dan Hao AAML 44 14 0 27 Apr 2024
Center-Based Relaxed Learning Against Membership Inference Attacks Xingli Fang Jung-Eun Kim 44 2 0 26 Apr 2024
SiamQuality: A ConvNet-Based Foundation Model for Imperfect Physiological Signals C. Ding Zhicheng Guo Zhaoliang Chen Randall J Lee Cynthia Rudin Xiao Hu MedIm 48 1 0 26 Apr 2024
Tabular Data Contrastive Learning via Class-Conditioned and Feature-Correlation Based Augmentation Wei Cui Rasa Hosseinzadeh Junwei Ma Tongzi Wu Yi Sui Keyvan Golestan 36 1 0 26 Apr 2024
Comparison of self-supervised in-domain and supervised out-domain transfer learning for bird species recognition H. Ghaffari Paul Devos 45 0 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 42 6 0 26 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 34 5 0 24 Apr 2024
MiM: Mask in Mask Self-Supervised Pre-Training for 3D Medical Image Analysis Jiaxin Zhuang Linshan Wu Qiong Wang V. Vardhanabhuti Lin Luo Hao Chen Hao Chen 57 4 0 24 Apr 2024