Exploring Simple Siamese Representation Learning

20 November 2020

Papers citing "Exploring Simple Siamese Representation Learning"

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Title
OOD Augmentation May Be at Odds with Open-Set Recognition Mohammad Azizmalayeri M. Rohban 22 9 0 09 Jun 2022
CASS: Cross Architectural Self-Supervision for Medical Image Analysis Pranav Singh E. Sizikova Jacopo Cirrone OOD 66 8 0 08 Jun 2022
Towards Self-supervised and Weight-preserving Neural Architecture Search Zhuowei Li Yibo Gao Zhenzhou Zha Hu Zhiqiang Qing Xia Shaoting Zhang Dimitris N. Metaxas 27 4 0 08 Jun 2022
Delving into the Pre-training Paradigm of Monocular 3D Object Detection Zhuoling Li Chuanrui Zhang En Yu Haoqian Wang 11 1 0 08 Jun 2022
Spatial Cross-Attention Improves Self-Supervised Visual Representation Learning M. Seyfi Amin Banitalebi-Dehkordi Yong Zhang SSL 26 0 0 07 Jun 2022
Extending Momentum Contrast with Cross Similarity Consistency Regularization M. Seyfi Amin Banitalebi-Dehkordi Yong Zhang SSL 47 11 0 07 Jun 2022
TriBYOL: Triplet BYOL for Self-Supervised Representation Learning Guang Li Ren Togo Takahiro Ogawa Miki Haseyama SSL 21 17 0 07 Jun 2022
Self-Knowledge Distillation based Self-Supervised Learning for Covid-19 Detection from Chest X-Ray Images Guang Li Ren Togo Takahiro Ogawa Miki Haseyama SSL 16 24 0 07 Jun 2022
Learning Image Representations for Content Based Image Retrieval of Radiotherapy Treatment Plans Charles Huang V. Vasudevan O. Pastor-Serrano Md Tauhidul Islam Y. Nomura P. Dubrowski Jen-Yeu Wang J. Schulz Yong Yang Lei Xing MedIm 12 5 0 06 Jun 2022
Consensus Learning for Cooperative Multi-Agent Reinforcement Learning Zhiwei Xu Bin Zhang Dapeng Li Zeren Zhang Guangchong Zhou Hao Chen Guoliang Fan 29 14 0 06 Jun 2022
Beyond Just Vision: A Review on Self-Supervised Representation Learning on Multimodal and Temporal Data Shohreh Deldari Hao Xue Aaqib Saeed Jiayuan He Daniel V. Smith Flora D. Salim AI4TS 43 37 0 06 Jun 2022
MSR: Making Self-supervised learning Robust to Aggressive Augmentations Ying-Long Bai Erkun Yang Zhaoqing Wang Yuxuan Du Bo Han Cheng Deng Dadong Wang Tongliang Liu SSL 35 3 0 04 Jun 2022
Toward a Sensitivity-based Implicit Measure of Patients' Important Goal Pursuits S. Rezvan J. Bargh 11 0 0 03 Jun 2022
On the duality between contrastive and non-contrastive self-supervised learning Q. Garrido Yubei Chen Adrien Bardes Laurent Najman Yann LeCun SSL 33 89 0 03 Jun 2022
Understanding the Role of Nonlinearity in Training Dynamics of Contrastive Learning Yuandong Tian MLT 31 13 0 02 Jun 2022
Using Representation Expressiveness and Learnability to Evaluate Self-Supervised Learning Methods Yuchen Lu Zhen Liu A. Baratin Romain Laroche Rameswar Panda Alessandro Sordoni SSL 38 0 0 02 Jun 2022
Siamese Image Modeling for Self-Supervised Vision Representation Learning Chenxin Tao Xizhou Zhu Weijie Su Gao Huang Bin Li Jie Zhou Yu Qiao Xiaogang Wang Jifeng Dai SSL 43 94 0 02 Jun 2022
Hard Negative Sampling Strategies for Contrastive Representation Learning Afrina Tabassum Muntasir Wahed Hoda Eldardiry Ismini Lourentzou SSL 38 24 0 02 Jun 2022
Augmentation Component Analysis: Modeling Similarity via the Augmentation Overlaps Lu Han Han-Jia Ye De-Chuan Zhan 13 4 0 01 Jun 2022
DeepCluE: Enhanced Image Clustering via Multi-layer Ensembles in Deep Neural Networks Dong Huang Ding Chen Xiang Chen Changdong Wang Jianhuang Lai 26 4 0 01 Jun 2022
Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance with Expanded Views Junbo Zhang Kaisheng Ma 30 43 0 01 Jun 2022
Efficient Self-supervised Vision Pretraining with Local Masked Reconstruction Jun Chen Ming Hu Boyang Albert Li Mohamed Elhoseiny 55 36 0 01 Jun 2022
Glo-In-One: Holistic Glomerular Detection, Segmentation, and Lesion Characterization with Large-scale Web Image Mining Tianyuan Yao Yuzhe Lu Jun Long Aadarsh Jha Zheyu Zhu Zuhayr Asad Haichun Yang Agnes B. Fogo Yuankai Huo 42 10 0 31 May 2022
CropMix: Sampling a Rich Input Distribution via Multi-Scale Cropping Junlin Han L. Petersson Hongdong Li Ian Reid 48 9 0 31 May 2022
Contrasting quadratic assignments for set-based representation learning A. Moskalev Ivan Sosnovik Volker Fischer A. Smeulders SSL 34 9 0 31 May 2022
Analysis of Augmentations for Contrastive ECG Representation Learning S. Soltanieh Ali Etemad J. Hashemi SSL 24 19 0 30 May 2022
Self-Supervised Visual Representation Learning with Semantic Grouping Xin Wen Bingchen Zhao Anlin Zheng Xinming Zhang Xiaojuan Qi SSL 119 71 0 30 May 2022
GMML is All you Need Sara Atito Muhammad Awais J. Kittler ViT VLM 55 18 0 30 May 2022
Your Contrastive Learning Is Secretly Doing Stochastic Neighbor Embedding Tianyang Hu Zhili Liu Fengwei Zhou Wei Cao Weiran Huang SSL 52 27 0 30 May 2022
Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training Renrui Zhang Ziyu Guo Rongyao Fang Bingyan Zhao Dong Wang Yu Qiao Hongsheng Li Peng Gao 3DPC 184 245 0 28 May 2022
Object-wise Masked Autoencoders for Fast Pre-training Jiantao Wu Shentong Mo ViT OCL 25 15 0 28 May 2022
Contrastive Siamese Network for Semi-supervised Speech Recognition S. Khorram Jaeyoung Kim Anshuman Tripathi Han Lu Qian Zhang Hasim Sak SSL 36 11 0 27 May 2022
Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN Siyuan Li Di Wu Fang Wu Lei Shang Stan.Z.Li 39 48 0 27 May 2022
Federated Semi-Supervised Learning with Prototypical Networks Woojun Kim Keondo Park Kihyuk Sohn Raphael Shu Hyung-Sin Kim FedML 21 11 0 27 May 2022
Semantic-aware Dense Representation Learning for Remote Sensing Image Change Detection Hao Chen Wenyuan Li Songhang Chen Zhenwei Shi 36 38 0 27 May 2022
Green Hierarchical Vision Transformer for Masked Image Modeling Lang Huang Shan You Mingkai Zheng Fei Wang Chao Qian T. Yamasaki 40 69 0 26 May 2022
HIRL: A General Framework for Hierarchical Image Representation Learning Minghao Xu Yuanfan Guo Xuanyu Zhu Jiawen Li Zhenbang Sun Jiangtao Tang Yi Xu Bingbing Ni SSL 24 3 0 26 May 2022
Contrastive Learning with Boosted Memorization Zhihan Zhou Jiangchao Yao Yanfeng Wang Bo Han Ya Zhang SSL 30 29 0 25 May 2022
Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing Nan Xu Fei Wang Bangzheng Li Mingtao Dong Muhao Chen 34 20 0 25 May 2022
Federated Self-supervised Learning for Heterogeneous Clients Disha Makhija Nhat Ho Joydeep Ghosh FedML 50 25 0 25 May 2022
Augmentation-induced Consistency Regularization for Classification Jianguo Wu Shijing Si Jianzong Wang Jing Xiao 26 2 0 25 May 2022
Region-aware Knowledge Distillation for Efficient Image-to-Image Translation Linfeng Zhang Xin Chen Runpei Dong Kaisheng Ma VLM 48 10 0 25 May 2022
VLCDoC: Vision-Language Contrastive Pre-Training Model for Cross-Modal Document Classification Souhail Bakkali Zuheng Ming Mickael Coustaty Marccal Rusinol O. R. Terrades VLM 61 30 0 24 May 2022
Improving Human Image Synthesis with Residual Fast Fourier Transformation and Wasserstein Distance Jianhan Wu Shijing Si Jianzong Wang Jing Xiao 47 1 0 24 May 2022
Multi-Augmentation for Efficient Visual Representation Learning for Self-supervised Pre-training Van-Nhiem Tran Chi-En Huang Shenxiu Liu Kaicheng Yang Timothy Ko Yung-Hui Li SSL 32 0 0 24 May 2022
SCVRL: Shuffled Contrastive Video Representation Learning Michael Dorkenwald Fanyi Xiao Biagio Brattoli Joseph Tighe Davide Modolo SSL 61 16 0 24 May 2022
Contrastive and Non-Contrastive Self-Supervised Learning Recover Global and Local Spectral Embedding Methods Randall Balestriero Yann LeCun SSL 18 130 0 23 May 2022
Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering Ekdeep Singh Lubana Chi Ian Tang F. Kawsar Robert P. Dick Akhil Mathur FedML 40 52 0 23 May 2022
Multi-Temporal Spatial-Spectral Comparison Network for Hyperspectral Anomalous Change Detection Meiqi Hu Chen Wu Bo Du 26 2 0 23 May 2022
Self-mentoring: a new deep learning pipeline to train a self-supervised U-net for few-shot learning of bio-artificial capsule segmentation Arnaud Deleruyelle Cristian Versari J. Klein 22 2 0 22 May 2022