Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination

5 May 2018

Papers citing "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"

50 / 1,940 papers shown

Title
Information Maximization for Extreme Pose Face Recognition Mohammad Saeed Ebrahimi Saadabadi Sahar Rahimi Malakshan Sobhan Soleymani Moktari Mostofa Nasser M. Nasrabadi CVBM 68 5 0 07 Sep 2022
Measuring the Interpretability of Unsupervised Representations via Quantized Reverse Probing Iro Laina Yuki M. Asano Andrea Vedaldi SSL 69 8 0 07 Sep 2022
MimCo: Masked Image Modeling Pre-training with Contrastive Teacher Qiang-feng Zhou Chaohui Yu Haowen Luo Zhibin Wang Hao Li VLM 136 21 0 07 Sep 2022
SimCLF: A Simple Contrastive Learning Framework for Function-level Binary Embeddings Ruijin Sun Guo Shize Jinhong Guo Li Wei Zhan Dazhi Sun Meng Zhisong Pan 43 0 0 06 Sep 2022
Multimodal contrastive learning for remote sensing tasks Umang Jain Alex Wilson Varun Gulshan SSL 126 24 0 06 Sep 2022
Design of the topology for contrastive visual-textual alignment Zhun Sun 99 1 0 05 Sep 2022
Single-source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification Yuxiang Zhang Wei Li Weidong Sun Ran Tao Qian Du 89 200 0 04 Sep 2022
Feature diversity in self-supervised learning Pranshu Malviya Arjun Vaithilingam Sudhakar SSL LRM 31 2 0 02 Sep 2022
IMG2IMU: Translating Knowledge from Large-Scale Images to IMU Sensing Applications Hyungjun Yoon Hyeong-Tae Cha Hoang C. Nguyen Taesik Gong Sungyeop Lee VLM SSL 108 1 0 02 Sep 2022
Hierarchical Relational Learning for Few-Shot Knowledge Graph Completion Han Wu Jie Yin B. Rajaratnam Jianyuan Guo 150 10 0 02 Sep 2022
ViA: View-invariant Skeleton Action Representation Learning via Motion Retargeting Di Yang Yaohui Wang A. Dantcheva Lorenzo Garattoni Gianpiero Francesca Francois Bremond 81 9 0 31 Aug 2022
EViT: Privacy-Preserving Image Retrieval via Encrypted Vision Transformer in Cloud Computing Qihua Feng Peiya Li Zhixun Lu Chaozhuo Li Zefang Wang Zhiquan Liu Chunhui Duan Feiran Huang ViT 55 13 0 31 Aug 2022
Self-Supervised Pyramid Representation Learning for Multi-Label Visual Analysis and Beyond Cheng-Yen Hsieh Chih-Jung Chang Fu-En Yang Yu-Chiang Frank Wang SSL 81 8 0 30 Aug 2022
Deep Generative Modeling on Limited Data with Regularization by Nontransferable Pre-trained Models Yong Zhong Hongtao Liu Xiaodong Liu Fan Bao Weiran Shen Chongxuan Li AI4CE 105 4 0 30 Aug 2022
Pipeline-Invariant Representation Learning for Neuroimaging Xinhui Li A. Fedorov Mrinal Mathur A. Abrol Gregory Kiar Sergey Plis Vince D. Calhoun MedIm 47 1 0 27 Aug 2022
MORI-RAN: Multi-view Robust Representation Learning via Hybrid Contrastive Fusion Guanzhou Ke Yong-Nan Zhu Yang Yu 63 7 0 26 Aug 2022
Segmentation of Parotid Gland Tumors Using Multimodal MRI and Contrastive Learning Zián Xu Yin Dai Fayu Liu Bo Wu Weibin Chen Li-Li Shi MedIm 22 0 0 26 Aug 2022
Skeleton Prototype Contrastive Learning with Multi-Level Graph Relation Modeling for Unsupervised Person Re-Identification Haocong Rao Steven C. H. Hoi 3DH 61 3 0 25 Aug 2022
Learning crop type mapping from regional label proportions in large-scale SAR and optical imagery L. E. L. Rosa Dario Augusto Borges Oliveira Pedram Ghamisi 60 8 0 24 Aug 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey Yanbei Chen Massimiliano Mancini Xiatian Zhu Zeynep Akata 157 121 0 24 Aug 2022
IMPaSh: A Novel Domain-shift Resistant Representation for Colorectal Cancer Tissue Classification T. Vuong Q. Vu Mostafa Jahanifar S. Graham J. T. Kwak Nasir M. Rajpoot OOD 58 15 0 23 Aug 2022
Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks Wenhui Wang Hangbo Bao Li Dong Johan Bjorck Zhiliang Peng ... Kriti Aggarwal O. Mohammed Saksham Singhal Subhojit Som Furu Wei MLLM VLM ViT 157 646 0 22 Aug 2022
GCISG: Guided Causal Invariant Learning for Improved Syn-to-real Generalization Gilhyun Nam Gyeongjae Choi Kyungmin Lee OOD 64 4 0 22 Aug 2022
Relational Self-Supervised Learning on Graphs Namkyeong Lee Dongmin Hyun Junseok Lee Chanyoung Park SSL 64 24 0 21 Aug 2022
Siamese Prototypical Contrastive Learning Shentong Mo Zhun Sun Chao Li SSL 60 13 0 18 Aug 2022
MvDeCor: Multi-view Dense Correspondence Learning for Fine-grained 3D Segmentation Gopal Sharma K. Yin Subhransu Maji E. Kalogerakis Litany Sanja Fidler 3DV 3DPC 85 12 0 18 Aug 2022
CommitBART: A Large Pre-trained Model for GitHub Commits Shangqing Liu Yanzhou Li Xiaofei Xie Yang Liu VLM AI4TS 95 20 0 17 Aug 2022
Unsupervised domain adaptation semantic segmentation of high-resolution remote sensing imagery with invariant domain-level prototype memory Jingru Zhu Ya Guo Geng Sun Libo Yang M. Deng Jie Chen 145 55 0 16 Aug 2022
RenyiCL: Contrastive Representation Learning with Skew Renyi Divergence Kyungmin Lee Jinwoo Shin SSL DRL 99 10 0 12 Aug 2022
Motion Sensitive Contrastive Learning for Self-supervised Video Representation Jingcheng Ni Nana Zhou Jie Qin Qianrun Wu Junqi Liu Boxun Li Di Huang SSL 108 17 0 12 Aug 2022
MILAN: Masked Image Pretraining on Language Assisted Representation Zejiang Hou Fei Sun Yen-kuang Chen Yuan Xie S. Kung ViT 123 70 0 11 Aug 2022
Understanding Masked Image Modeling via Learning Occlusion Invariant Feature Xiangwen Kong Xiangyu Zhang SSL 78 55 0 08 Aug 2022
GRIT-VLP: Grouped Mini-batch Sampling for Efficient Vision and Language Pre-training Jaeseok Byun Taebaek Hwang Jianlong Fu Taesup Moon VLM 93 11 0 08 Aug 2022
Distributed Contrastive Learning for Medical Image Segmentation Yawen Wu Dewen Zeng Zhepeng Wang Yiyu Shi Jingtong Hu FedML 107 52 0 07 Aug 2022
Making the Best of Both Worlds: A Domain-Oriented Transformer for Unsupervised Domain Adaptation Wen-hui Ma Jinming Zhang Shuang Li Chi Harold Liu Yulin Wang Wei Li 56 15 0 02 Aug 2022
Automatically Discovering Novel Visual Categories with Self-supervised Prototype Learning Lu Zhang Lu Qi Xu Yang Hong Qiao Ming-Hsuan Yang Zhiyong Liu SSL 60 3 0 01 Aug 2022
SdAE: Self-distillated Masked Autoencoder Yabo Chen Yuchen Liu Dongsheng Jiang Xiaopeng Zhang Wenrui Dai H. Xiong Qi Tian ViT 99 74 0 31 Jul 2022
Revisiting the Critical Factors of Augmentation-Invariant Representation Learning Junqiang Huang Xiangwen Kong Xiangyu Zhang 45 6 0 30 Jul 2022
A Survey on Masked Autoencoder for Self-supervised Learning in Vision and Beyond Chaoning Zhang Chenshuang Zhang Junha Song John Seon Keun Yi Kang Zhang In So Kweon SSL 96 78 0 30 Jul 2022
Self-supervised learning with rotation-invariant kernels Léon Zheng Gilles Puy E. Riccietti Patrick Pérez Rémi Gribonval SSL 58 2 0 28 Jul 2022
On the robustness of self-supervised representations for multi-view object classification David Torpey Richard Klein SSL 26 1 0 27 Jul 2022
Contrastive Masked Autoencoders are Stronger Vision Learners Zhicheng Huang Xiaojie Jin Cheng Lu Qibin Hou Mingg-Ming Cheng Dongmei Fu Xiaohui Shen Jiashi Feng 154 155 0 27 Jul 2022
Concurrent Subsidiary Supervision for Unsupervised Source-Free Domain Adaptation Jogendra Nath Kundu Suvaansh Bhambri Akshay Ravindra Kulkarni Hiran Sarkar Varun Jampani R. Venkatesh Babu 82 27 0 27 Jul 2022
Static and Dynamic Concepts for Self-supervised Video Representation Learning Rui Qian Shuangrui Ding Xian Liu Dahua Lin SSL 83 25 0 26 Jul 2022
MemSAC: Memory Augmented Sample Consistency for Large Scale Unsupervised Domain Adaptation Tarun Kalluri Astuti Sharma Manmohan Chandraker 95 18 0 25 Jul 2022
Explored An Effective Methodology for Fine-Grained Snake Recognition Yong Huang Aderon Huang Wei-wei Zhu Yanming Fang Jinghua Feng 56 1 0 24 Jul 2022
Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition Chuanguang Yang Zhulin An Helong Zhou Fuzhen Zhuang Yongjun Xu Qian Zhang 131 58 0 23 Jul 2022
Multi-Faceted Distillation of Base-Novel Commonality for Few-shot Object Detection Shuang Wu Wenjie Pei Dianwen Mei Fanglin Chen Jiandong Tian Guangming Lu VLM ObjD 75 31 0 22 Jul 2022
Adaptive Soft Contrastive Learning Chen Feng Ioannis Patras SSL 90 21 0 22 Jul 2022
Decoupled Adversarial Contrastive Learning for Self-supervised Adversarial Robustness Chaoning Zhang Kang Zhang Chenshuang Zhang Axi Niu Jiu Feng Chang D. Yoo In So Kweon SSL 96 25 0 22 Jul 2022