Improved Baselines with Momentum Contrastive Learning

9 March 2020

Papers citing "Improved Baselines with Momentum Contrastive Learning"

50 / 2,109 papers shown

Title
Cross-View-Prediction: Exploring Contrastive Feature for Hyperspectral Image Classification Haotian Wu Anyu Zhang Zeyu Cao SSL 32 0 0 14 Mar 2022
UniVIP: A Unified Framework for Self-Supervised Visual Pre-training Zhaowen Li Yousong Zhu Fan Yang Wei Li Chaoyang Zhao ... Jiahao Xie Liwei Wu Rui Zhao Ming Tang Jinqiao Wang 83 37 0 14 Mar 2022
SimMatch: Semi-supervised Learning with Similarity Matching Mingkai Zheng Shan You Lang Huang Fei Wang Chao Qian Chang Xu 115 183 0 14 Mar 2022
RecursiveMix: Mixed Learning with History Lingfeng Yang Xiang Li Borui Zhao Renjie Song Jian Yang VLM 86 20 0 14 Mar 2022
Masked Autoencoders for Point Cloud Self-supervised Learning Yatian Pang Wenxiao Wang Francis E. H. Tay Wen Liu Yonghong Tian Liuliang Yuan 3DPC ViT 127 484 0 13 Mar 2022
Neuromorphic Data Augmentation for Training Spiking Neural Networks Yuhang Li Youngeun Kim Hyoungseob Park Tamar Geller Priyadarshini Panda 108 79 0 11 Mar 2022
Embedding Earth: Self-supervised contrastive pre-training for dense land cover classification Michail Tarasiou Stefanos Zafeiriou SSL 102 9 0 11 Mar 2022
Self Pre-training with Masked Autoencoders for Medical Image Classification and Segmentation Lei Zhou Huidong Liu Joseph Bae Junjun He Dimitris Samaras Prateek Prasanna MedIm ViT 74 70 0 10 Mar 2022
Contrastive Boundary Learning for Point Cloud Segmentation Liyao Tang Yibing Zhan Zhe Chen Baosheng Yu Dacheng Tao 3DPC 98 105 0 10 Mar 2022
MVP: Multimodality-guided Visual Pre-training Longhui Wei Lingxi Xie Wen-gang Zhou Houqiang Li Qi Tian 94 108 0 10 Mar 2022
Multiscale Convolutional Transformer with Center Mask Pretraining for Hyperspectral Image Classification Sen Jia Yifan Wang ViT 83 14 0 09 Mar 2022
Towards Inadequately Pre-trained Models in Transfer Learning Andong Deng Xingjian Li Di Hu Tianyang Wang Haoyi Xiong Chengzhong Xu 32 6 0 09 Mar 2022
How to Exploit Hyperspherical Embeddings for Out-of-Distribution Detection? Yifei Ming Yiyou Sun Ousmane Amadou Dia Yixuan Li OODD 177 104 0 08 Mar 2022
Self-Supervision, Remote Sensing and Abstraction: Representation Learning Across 3 Million Locations Sachith Seneviratne K. Nice J. Wijnands Mark Stevenson Jason Thompson SSL 46 8 0 08 Mar 2022
Learning Bidirectional Translation between Descriptions and Actions with Small Paired Data M. Toyoda Kanata Suzuki Yoshihiko Hayashi Tetsuya Ogata 55 4 0 08 Mar 2022
PASS: Part-Aware Self-Supervised Pre-Training for Person Re-Identification Kuan Zhu Haiyun Guo Tianyi Yan Yousong Zhu Jinqiao Wang Ming Tang 97 10 0 08 Mar 2022
Geodesic Multi-Modal Mixup for Robust Fine-Tuning Changdae Oh Junhyuk So Hoyoon Byun Yongtaek Lim Minchul Shin Jong-June Jeon Kyungwoo Song 139 30 0 08 Mar 2022
Discriminability-Transferability Trade-Off: An Information-Theoretic Perspective Quan Cui Bingchen Zhao Zhao-Min Chen Borui Zhao Renjie Song Jiajun Liang Boyan Zhou Osamu Yoshie 107 18 0 08 Mar 2022
Cluster-based Contrastive Disentangling for Generalized Zero-Shot Learning Yi Gao Chenwei Tang Jiancheng Lv 103 0 0 05 Mar 2022
Measuring Self-Supervised Representation Quality for Downstream Classification using Discriminative Features Neha Kalibhat Kanika Narang Hamed Firooz Maziar Sanjabi Soheil Feizi SSL 150 8 0 03 Mar 2022
A study on the distribution of social biases in self-supervised learning visual models Kirill Sirotkin Pablo Carballeira Marcos Escudero-Viñolo 104 19 0 03 Mar 2022
On Learning Contrastive Representations for Learning with Noisy Labels Linya Yi Sheng Liu Qi She A. McLeod Boyu Wang NoLa 84 41 0 03 Mar 2022
Exploring Patch-wise Semantic Relation for Contrastive Learning in Image-to-Image Translation Tasks Chanyong Jung Gihyun Kwon Jong Chul Ye 96 91 0 03 Mar 2022
BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning Zhi Hou B. Yu Dacheng Tao ViT 166 64 0 03 Mar 2022
Audio Self-supervised Learning: A Survey Shuo Liu Adria Mallol-Ragolta Emilia Parada-Cabeleiro Kun Qian Xingshuo Jing Alexander Kathan Bin Hu Bjoern W. Schuller SSL 104 109 0 02 Mar 2022
Two-Level Supervised Contrastive Learning for Response Selection in Multi-Turn Dialogue Wentao Zhang Shuangyin Xu Haoran Huang 75 2 0 01 Mar 2022
Towards IID representation learning and its application on biomedical data Jiqing Wu I. Zlobec Maxime W. Lafarge Yukun He V. Koelzer OOD CML 43 4 0 01 Mar 2022
State-of-the-Art in the Architecture, Methods and Applications of StyleGAN Amit H. Bermano Rinon Gal Yuval Alaluf Ron Mokady Yotam Nitzan Omer Tov Or Patashnik Daniel Cohen-Or 85 85 0 28 Feb 2022
Fuse Local and Global Semantics in Representation Learning Yuchi Zhao Yuhao Zhou FedML 37 1 0 28 Feb 2022
Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A Survey Aoran Xiao Jiaxing Huang Dayan Guan Xiaoqin Zhang Shijian Lu Ling Shao 3DPC 118 76 0 28 Feb 2022
An Unsupervised Cross-Modal Hashing Method Robust to Noisy Training Image-Text Correspondences in Remote Sensing Georgii Mikriukov Mahdyar Ravanbakhsh Begüm Demir 30 3 0 26 Feb 2022
Adversarial Contrastive Self-Supervised Learning Wentao Zhu Hang Shang Tingxun Lv Chao Liao Sen Yang Ji Liu SSL 47 1 0 26 Feb 2022
Bridging the Gap Between Patient-specific and Patient-independent Seizure Prediction via Knowledge Distillation Di Wu Jie Yang Mohamad Sawan FedML 74 21 0 25 Feb 2022
TeachAugment: Data Augmentation Optimization Using Teacher Knowledge Teppei Suzuki ViT 85 51 0 25 Feb 2022
Provable Stochastic Optimization for Global Contrastive Learning: Small Batch Does Not Harm Performance Zhuoning Yuan Yuexin Wu Zi-qi Qiu Xianzhi Du Lijun Zhang Denny Zhou Tianbao Yang 144 30 0 24 Feb 2022
FreeSOLO: Learning to Segment Objects without Annotations Xinlong Wang Zhiding Yu Shalini De Mello Jan Kautz Anima Anandkumar Chunhua Shen J. Álvarez ISeg SSeg 114 115 0 24 Feb 2022
Leveraging Unimodal Self-Supervised Learning for Multimodal Audio-Visual Speech Recognition Xichen Pan Peiyu Chen Yichen Gong Helong Zhou Xinbing Wang Zhouhan Lin SSL 88 37 0 24 Feb 2022
Fully Self-Supervised Learning for Semantic Segmentation Yuan Wang Wei Zhuo Yucong Li Zhi Wang Qi Ju Wenwu Zhu SSL 49 13 0 24 Feb 2022
Indiscriminate Poisoning Attacks on Unsupervised Contrastive Learning Hao He Kaiwen Zha Dina Katabi AAML 109 34 0 22 Feb 2022
Vision-Language Pre-Training with Triple Contrastive Learning Jinyu Yang Jiali Duan Son N. Tran Yi Xu Sampath Chanda Liqun Chen Belinda Zeng Trishul Chilimbi Junzhou Huang VLM 140 300 0 21 Feb 2022
Fine-Tuning can Distort Pretrained Features and Underperform Out-of-Distribution Ananya Kumar Aditi Raghunathan Robbie Jones Tengyu Ma Percy Liang OODD 177 690 0 21 Feb 2022
Towards better understanding and better generalization of few-shot classification in histology images with contrastive learning Jiawei Yang Hanbo Chen Jiangpeng Yan Xiaoyu Chen Jianhua Yao VLM 73 22 0 18 Feb 2022
When, Why, and Which Pretrained GANs Are Useful? T. Grigoryev A. Voynov Artem Babenko 83 21 0 17 Feb 2022
A study of deep perceptual metrics for image quality assessment Rémi Kazmierczak Gianni Franchi Nacim Belkhir Antoine Manzanera David Filliat 35 3 0 17 Feb 2022
Augment with Care: Contrastive Learning for Combinatorial Problems Haonan Duan Pashootan Vaezipoor Max B. Paulus Yangjun Ruan Chris J. Maddison SSL 64 21 0 17 Feb 2022
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision Priya Goyal Quentin Duval Isaac Seessel Mathilde Caron Ishan Misra Levent Sagun Armand Joulin Piotr Bojanowski VLM SSL 145 111 0 16 Feb 2022
Planckian Jitter: countering the color-crippling effects of color jitter on self-supervised training Simone Zini Alex Gomez-Villa M. Buzzelli Bartlomiej Twardowski Andrew D. Bagdanov Joost van de Weijer 39 14 0 16 Feb 2022
Debiased Self-Training for Semi-Supervised Learning Baixu Chen Junguang Jiang Ximei Wang Pengfei Wan Jianmin Wang Mingsheng Long 113 90 0 15 Feb 2022
Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning Yawen Wu Zhepeng Wang Dewen Zeng Yiyu Shi Jingtong Hu SSL 98 16 0 14 Feb 2022
Learning long-term music representations via hierarchical contextual constraints Shiqing Wei Gus Xia 54 9 0 13 Feb 2022