Improved Baselines with Momentum Contrastive Learning

9 March 2020

Papers citing "Improved Baselines with Momentum Contrastive Learning"

50 / 2,109 papers shown

Title
Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective Chenyu You Weicheng Dai Yifei Min Fenglin Liu David Clifton S. Kevin Zhou Lawrence H. Staib James S Duncan 104 71 0 03 Feb 2023
Blockwise Self-Supervised Learning at Scale Shoaib Ahmed Siddiqui David M. Krueger Yann LeCun Stéphane Deny SSL 90 16 0 03 Feb 2023
Style Feature Extraction Using Contrastive Conditioned Variational Autoencoders with Mutual Information Constraints S. Yasutomi Toshihisa Tanaka SSL DRL 45 0 0 03 Feb 2023
Contrastive Learning with Consistent Representations Zihu Wang Yu Wang Hanbin Hu Peng Li CLL 99 5 0 03 Feb 2023
Hyperbolic Contrastive Learning Yun Yue Fangzhou Lin Kazunori D Yamada Ziming Zhang SSL 141 21 0 02 Feb 2023
Energy-Inspired Self-Supervised Pretraining for Vision Models Ze Wang Jiang Wang Zicheng Liu Qiang Qiu 75 8 0 02 Feb 2023
Boosting Low-Data Instance Segmentation by Unsupervised Pre-training with Saliency Prompt Hao Li Dingwen Zhang Nian Liu Lechao Cheng Yalun Dai Chaoxi Zhang Xinggang Wang Junwei Han 81 18 0 02 Feb 2023
Towards Label-Efficient Incremental Learning: A Survey Mert Kilickaya Joost van de Weijer Yuki M. Asano CLL 94 4 0 01 Feb 2023
NASiam: Efficient Representation Learning using Neural Architecture Search for Siamese Networks Alexandre Heuillet Hedi Tabia Hichem Arioui 68 3 0 31 Jan 2023
Domain-Generalizable Multiple-Domain Clustering Amit Rozner Barak Battash Lior Wolf Ofir Lindenbaum SSL OOD 119 9 0 31 Jan 2023
PointSmile: Point Self-supervised Learning via Curriculum Mutual Information Xin Li Mingqiang Wei Songcan Chen 3DPC SSL 111 5 0 30 Jan 2023
Exploring Image Augmentations for Siamese Representation Learning with Chest X-Rays Rogier van der Sluijs Nandita Bhaskhar D. Rubin C. Langlotz Akshay S. Chaudhari SSL 53 14 0 30 Jan 2023
Supervised and Contrastive Self-Supervised In-Domain Representation Learning for Dense Prediction Problems in Remote Sensing Ali Ghanbarzade Hossein Soleimani SSL 82 0 0 29 Jan 2023
The Influences of Color and Shape Features in Visual Contrastive Learning Xiao-qiong Zhuang SSL 70 0 0 29 Jan 2023
A Closer Look at Few-shot Classification Again Xu Luo Hao Wu Ji Zhang Lianli Gao Jing Xu Jingkuan Song 101 53 0 28 Jan 2023
Deciphering the Projection Head: Representation Evaluation Self-supervised Learning Jiajun Ma Tianyang Hu Wei Cao 86 8 0 28 Jan 2023
What Decreases Editing Capability? Domain-Specific Hybrid Refinement for Improved GAN Inversion Pu Cao Lu Yang Dongxu Liu Zhiwei Liu Shan Li Q. Song 112 7 0 28 Jan 2023
Leveraging the Third Dimension in Contrastive Learning Sumukh K Aithal Anirudh Goyal Alex Lamb Yoshua Bengio Michael C. Mozer MDE 81 0 0 27 Jan 2023
Bayesian Self-Supervised Contrastive Learning B. Liu Bang-wei Wang Tianrui Li SSL BDL 109 4 0 27 Jan 2023
Are Labels Needed for Incremental Instance Learning? Mert Kilickaya Joaquin Vanschoren CLL SSL 161 2 0 26 Jan 2023
Cut and Learn for Unsupervised Object Detection and Instance Segmentation Xudong Wang Rohit Girdhar Stella X. Yu Ishan Misra VLM 133 173 0 26 Jan 2023
Self-Supervised Curricular Deep Learning for Chest X-Ray Image Classification Iván de Andrés Tamé Kirill Sirotkin Pablo Carballeira Marcos Escudero-Viñolo 76 2 0 25 Jan 2023
Few-shot Font Generation by Learning Style Difference and Similarity Xiao He Mingrui Zhu N. Wang Xinbo Gao Heng Yang 126 8 0 24 Jan 2023
A Simple Recipe for Competitive Low-compute Self supervised Vision Models Quentin Duval Ishan Misra Nicolas Ballas 70 9 0 23 Jan 2023
Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture Mahmoud Assran Quentin Duval Ishan Misra Piotr Bojanowski Pascal Vincent Michael G. Rabbat Yann LeCun Nicolas Ballas SSL AI4TS MDE 152 364 0 19 Jan 2023
Masked Autoencoding Does Not Help Natural Language Supervision at Scale Floris Weers Vaishaal Shankar Angelos Katharopoulos Yinfei Yang Tom Gunter CLIP 59 5 0 19 Jan 2023
Vision Learners Meet Web Image-Text Pairs Bingchen Zhao Quan Cui Hao Wu Osamu Yoshie Cheng Yang Oisin Mac Aodha VLM 91 5 0 17 Jan 2023
USER: Unified Semantic Enhancement with Momentum Contrast for Image-Text Retrieval Yan Zhang Zhong Ji Dingrong Wang Yanwei Pang Xuelong Li VLM 66 23 0 17 Jan 2023
A Survey on Self-supervised Learning: Algorithms, Applications, and Future Trends Jie Gui Tuo Chen Jing Zhang Qiong Cao Zhe Sun Haoran Luo Dacheng Tao 240 161 0 13 Jan 2023
RCPS: Rectified Contrastive Pseudo Supervision for Semi-Supervised Medical Image Segmentation Xiangyun Zhao Zengxin Qi Sheng Wang Qian Wang Xuehai Wu Ying Mao Lichi Zhang 75 40 0 13 Jan 2023
Self-Supervised Image-to-Point Distillation via Semantically Tolerant Contrastive Loss Anas Mahmoud Jordan S. K. Hu Tianshu Kuai Ali Harakeh Liam Paull Steven L. Waslander 3DPC SSL 87 29 0 12 Jan 2023
SemPPL: Predicting pseudo-labels for better contrastive representations Matko Bovsnjak Pierre Harvey Richemond Nenad Tomašev Florian Strub Jacob Walker Felix Hill Lars Buesing Razvan Pascanu Charles Blundell Jovana Mitrović SSL VLM 103 9 0 12 Jan 2023
GraVIS: Grouping Augmented Views from Independent Sources for Dermatology Analysis Hong-Yu Zhou Chi-Ken Lu Liansheng Wang Yizhou Yu OOD 52 0 0 11 Jan 2023
Self-Supervised Generative-Contrastive Learning of Multi-Modal Euclidean Input for 3D Shape Latent Representations: A Dynamic Switching Approach Chengzhi Wu Julius Pfrommer Mingyuan Zhou Jürgen Beyerer SSL 59 5 0 11 Jan 2023
Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling Keyu Tian Yi Jiang Qishuai Diao Chen Lin Liwei Wang Zehuan Yuan 101 106 0 09 Jan 2023
Learning the Relation between Similarity Loss and Clustering Loss in Self-Supervised Learning Jidong Ge YuXiang Liu Jie Gui Lanting Fang Ming Lin James T. Kwok LiGuo Huang B. Luo SSL 111 5 0 08 Jan 2023
Transferring Pre-trained Multimodal Representations with Cross-modal Similarity Matching Byoungjip Kim Sun Choi Dasol Hwang Moontae Lee Honglak Lee 76 11 0 07 Jan 2023
Learning by Sorting: Self-supervised Learning with Group Ordering Constraints Nina Shvetsova Felix Petersen Anna Kukleva Bernt Schiele Hilde Kuehne SSL 116 13 0 05 Jan 2023
CAT: LoCalization and IdentificAtion Cascade Detection Transformer for Open-World Object Detection Shuailei Ma Yuefeng Wang Jiaqi Fan Ying-yu Wei Thomas H. Li Hongli Liu Fanbing Lv 105 37 0 05 Jan 2023
Event Camera Data Pre-training Yan Yang Liyuan Pan Liu Liu 85 36 0 05 Jan 2023
Unsupervised Manifold Linearizing and Clustering Tianjiao Ding Shengbang Tong Kwan Ho Ryan Chan Xili Dai Yi Ma B. Haeffele 96 12 0 04 Jan 2023
MSCDA: Multi-level Semantic-guided Contrast Improves Unsupervised Domain Adaptation for Breast MRI Segmentation in Small Datasets Sheng Kuang Henry C. Woodruff R. Granzier T. Nijnatten M. Lobbes M. Smidt Philippe Lambin S. Mehrkanoon 102 16 0 04 Jan 2023
MoBYv2AL: Self-supervised Active Learning for Image Classification Razvan Caramalau Binod Bhattarai Danail Stoyanov Tae-Kyun Kim SSL 59 7 0 04 Jan 2023
Policy Pre-training for Autonomous Driving via Self-supervised Geometric Modeling Peng Wu Li Chen Hongyang Li Xiaosong Jia Junchi Yan Yu Qiao 167 29 0 03 Jan 2023
A New Perspective to Boost Vision Transformer for Medical Image Classification Yuexiang Li Yawen Huang Nanjun He Kai Ma Yefeng Zheng ViT MedIm 88 3 0 03 Jan 2023
PCRLv2: A Unified Visual Information Preservation Framework for Self-supervised Pre-training in Medical Image Analysis Hong-Yu Zhou Chi-Ken Lu Chaoqi Chen Sibei Yang Yizhou Yu 87 54 0 02 Jan 2023
Learning Invariance from Generated Variance for Unsupervised Person Re-identification Hao Chen Yaohui Wang Benoit Lagadec A. Dantcheva Francois Bremond GAN 68 26 0 02 Jan 2023
DGFont++: Robust Deformable Generative Networks for Unsupervised Font Generation Xinyuan Chen Yangchen Xie Li Sun Yue Lu 78 4 0 30 Dec 2022
Truncate-Split-Contrast: A Framework for Learning from Mislabeled Videos Zixiao Wang Junwu Weng C. Yuan Jue Wang NoLa 97 4 0 27 Dec 2022
Semi-supervised Fashion Compatibility Prediction by Color Distortion Prediction L. Xiao T. Yamasaki 73 0 0 27 Dec 2022