Revisiting Self-Supervised Visual Representation Learning

25 January 2019

Papers citing "Revisiting Self-Supervised Visual Representation Learning"

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Title
TATL: Task Agnostic Transfer Learning for Skin Attributes Detection D. M. Nguyen Thu Nguyen Huong Vu Quang Pham Manh-Duy Nguyen Binh T. Nguyen Daniel Sonntag 18 20 0 04 Apr 2021
Self-supervised Motion Learning from Static Images Ziyuan Huang Shiwei Zhang Jianwen Jiang Mingqian Tang Rong Jin M. Ang SSL 26 29 0 01 Apr 2021
Self-Supervised Euphemism Detection and Identification for Content Moderation Wanzheng Zhu Hongyu Gong Rohan Bansal Zachary Weinberg Nicolas Christin Giulia Fanti S. Bhat 31 40 0 31 Mar 2021
Benchmarking Representation Learning for Natural World Image Collections Grant Van Horn Elijah Cole Sara Beery Kimberly Wilber Serge J. Belongie Oisin Mac Aodha SSL VLM 26 165 0 30 Mar 2021
Quantum Self-Supervised Learning Ben Jaderberg L. W. Anderson Weidi Xie Samuel Albanie M. Kiffner D. Jaksch SSL 21 39 0 26 Mar 2021
Vectorization and Rasterization: Self-Supervised Learning for Sketch and Handwriting A. Bhunia Pinaki Nath Chowdhury Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song SSL 20 59 0 25 Mar 2021
SSLayout360: Semi-Supervised Indoor Layout Estimation from 360-Degree Panorama Phi Vu Tran SSL 3DPC 3DV 22 12 0 25 Mar 2021
Contrast to Divide: Self-Supervised Pre-Training for Learning with Noisy Labels Evgenii Zheltonozhskii Chaim Baskin A. Mendelson A. Bronstein Or Litany SSL 33 92 0 25 Mar 2021
Characterizing and Improving the Robustness of Self-Supervised Learning through Background Augmentations Chaitanya K. Ryali D. Schwab Ari S. Morcos SSL 39 9 0 23 Mar 2021
Efficient Visual Pretraining with Contrastive Detection Olivier J. Hénaff Skanda Koppula Jean-Baptiste Alayrac Aaron van den Oord Oriol Vinyals João Carreira VLM SSL 38 162 0 19 Mar 2021
Training GANs with Stronger Augmentations via Contrastive Discriminator Jongheon Jeong Jinwoo Shin 30 65 0 17 Mar 2021
Semi-Supervised Learning for Eye Image Segmentation A. Chaudhary P. Gyawali Linwei Wang J. Pelz 21 10 0 17 Mar 2021
Radar Camera Fusion via Representation Learning in Autonomous Driving Xu Dong Binnan Zhuang Yunxiang Mao Langechuan Liu 15 36 0 14 Mar 2021
An Image-based Approach of Task-driven Driving Scene Categorization Shaochi Hu Hanwei Fan Biao Gao Xijun Zhao Huijing Zhao 11 0 0 10 Mar 2021
VideoMoCo: Contrastive Video Representation Learning with Temporally Adversarial Examples Tian Pan Yibing Song Tianyu Yang Wenhao Jiang Wei Liu 33 222 0 10 Mar 2021
Self-Supervised Longitudinal Neighbourhood Embedding J. Ouyang Qingyu Zhao Ehsan Adeli E. Sullivan A. Pfefferbaum Greg Zaharchuk K. Pohl 19 19 0 05 Mar 2021
Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images Yu Tian Guansong Pang Fengbei Liu Yuanhong Chen Seon Ho Shin Johan Verjans Rajvinder Singh G. Carneiro 41 70 0 05 Mar 2021
Self-supervised Pretraining of Visual Features in the Wild Priya Goyal Mathilde Caron Benjamin Lefaudeux Min Xu Pengchao Wang ... Mannat Singh Vitaliy Liptchinsky Ishan Misra Armand Joulin Piotr Bojanowski VLM SSL 27 272 0 02 Mar 2021
Self-Supervised Multi-View Learning via Auto-Encoding 3D Transformations Xiang Gao Wei Hu Guo-Jun Qi 34 6 0 01 Mar 2021
A Survey on Deep Semi-supervised Learning Xiangli Yang Zixing Song Irwin King Zenglin Xu 27 569 0 28 Feb 2021
LogME: Practical Assessment of Pre-trained Models for Transfer Learning Kaichao You Yong Liu Jianmin Wang Mingsheng Long 32 178 0 22 Feb 2021
Self-Taught Semi-Supervised Anomaly Detection on Upper Limb X-rays A. Spahr Behzad Bozorgtabar Jean-Philippe Thiran 27 16 0 19 Feb 2021
Understanding Negative Samples in Instance Discriminative Self-supervised Representation Learning Kento Nozawa Issei Sato SSL 22 43 0 13 Feb 2021
Clusterability as an Alternative to Anchor Points When Learning with Noisy Labels Zhaowei Zhu Yiwen Song Yang Liu NoLa 21 91 0 10 Feb 2021
Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation Learning Yu Liu Lianghua Huang Pan Pan Bin Wang Yinghui Xu Rong Jin SSL 25 3 0 09 Feb 2021
CSS-LM: A Contrastive Framework for Semi-supervised Fine-tuning of Pre-trained Language Models Yusheng Su Xu Han Yankai Lin Zhengyan Zhang Zhiyuan Liu Peng Li Jie Zhou Maosong Sun 19 10 0 07 Feb 2021
Deep Learning for Scene Classification: A Survey Delu Zeng Minyu Liao M. Tavakolian Yulan Guo Bolei Zhou D. Hu M. Pietikäinen Li Liu VLM 29 27 0 26 Jan 2021
The emergence of visual semantics through communication games Daniela Mihai Jonathon S. Hare SSL 19 4 0 25 Jan 2021
Self-supervised pre-training enhances change detection in Sentinel-2 imagery Marrit Leenstra Diego Marcos F. Bovolo D. Tuia SSL 82 42 0 20 Jan 2021
SelfMatch: Combining Contrastive Self-Supervision and Consistency for Semi-Supervised Learning Byoungjip Kim Jinho Choo Yeong-Dae Kwon Seongho Joe Seungjai Min Youngjune Gwon SSL 33 52 0 16 Jan 2021
Task-driven Self-supervised Bi-channel Networks for Diagnosis of Breast Cancers with Mammography Ronglin Gong Jun Wang Jun Shi 28 0 0 15 Jan 2021
A Multi-Stage Attentive Transfer Learning Framework for Improving COVID-19 Diagnosis Yi Liu Shuiwang Ji 21 5 0 14 Jan 2021
SEED: Self-supervised Distillation For Visual Representation Zhiyuan Fang Jianfeng Wang Lijuan Wang Lei Zhang Yezhou Yang Zicheng Liu SSL 247 190 0 12 Jan 2021
Explicit homography estimation improves contrastive self-supervised learning David Torpey Richard Klein SSL 23 0 0 12 Jan 2021
Self-Supervised Pretraining of 3D Features on any Point-Cloud Zaiwei Zhang Rohit Girdhar Armand Joulin Ishan Misra 3DPC 137 267 0 07 Jan 2021
Sequence-to-Sequence Contrastive Learning for Text Recognition Aviad Aberdam Ron Litman Shahar Tsiper Oron Anschel Ron Slossberg Shai Mazor R. Manmatha Pietro Perona 39 103 0 20 Dec 2020
Self-Supervised Sketch-to-Image Synthesis Bingchen Liu Yizhe Zhu Kunpeng Song Ahmed Elgammal SSL 25 43 0 16 Dec 2020
Aggregative Self-Supervised Feature Learning from a Limited Sample Jiuwen Zhu Yuexiang Li S. Kevin Zhou SSL 27 0 0 14 Dec 2020
InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees Nghi D. Q. Bui Yijun Yu Lingxiao Jiang SSL 44 104 0 13 Dec 2020
Concept Generalization in Visual Representation Learning Mert Bulent Sariyildiz Yannis Kalantidis Diane Larlus Alahari Karteek SSL 35 50 0 10 Dec 2020
Task Programming: Learning Data Efficient Behavior Representations Jennifer J. Sun Ann Kennedy Eric Zhan David J. Anderson Yisong Yue Pietro Perona 26 48 0 27 Nov 2020
How Well Do Self-Supervised Models Transfer? Linus Ericsson Henry Gouk Timothy M. Hospedales SSL 35 274 0 26 Nov 2020
StackMix: A complementary Mix algorithm John Chen Samarth Sinha Anastasios Kyrillidis 20 3 0 25 Nov 2020
Run Away From your Teacher: Understanding BYOL by a Novel Self-Supervised Approach Haizhou Shi Dongliang Luo Siliang Tang Jian Wang Yueting Zhuang SSL 21 13 0 22 Nov 2020
Sub-clusters of Normal Data for Anomaly Detection Gahye Lee Seungkyu Lee OOD 12 0 0 17 Nov 2020
Exploring DeshuffleGANs in Self-Supervised Generative Adversarial Networks Gulcin Baykal Furkan Ozcelik Gözde B. Ünal 22 14 0 03 Nov 2020
Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning Beliz Gunel Jingfei Du Alexis Conneau Ves Stoyanov 18 499 0 03 Nov 2020
An iterative framework for self-supervised deep speaker representation learning Danwei Cai Weiqing Wang Ming Li SSL 22 37 0 25 Oct 2020
Unsupervised Vision-and-Language Pre-training Without Parallel Images and Captions Liunian Harold Li Haoxuan You Zhecan Wang Alireza Zareian Shih-Fu Chang Kai-Wei Chang SSL VLM 72 12 0 24 Oct 2020
Contrastive Self-Supervised Learning for Wireless Power Control Navid Naderializadeh SSL 28 6 0 22 Oct 2020