Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination

5 May 2018

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

50 / 2,002 papers shown

Title
Long-tailed Recognition by Routing Diverse Distribution-Aware ExpertsInternational Conference on Learning Representations (ICLR), 2020 Xudong Wang Long Lian Zhongqi Miao Ziwei Liu Stella X. Yu 480 452 0 05 Oct 2020
Consensus Clustering With Unsupervised Representation LearningIEEE International Joint Conference on Neural Network (IJCNN), 2020 Jayanth Reddy Regatti A. Deshmukh Eren Manavoglu Ürün Dogan OOD SSL 266 21 0 03 Oct 2020
Hard Negative Mixing for Contrastive LearningNeural Information Processing Systems (NeurIPS), 2020 Yannis Kalantidis Mert Bulent Sariyildiz Noé Pion Philippe Weinzaepfel Diane Larlus SSL 495 713 0 02 Oct 2020
Open-Set Hypothesis Transfer with Semantic ConsistencyIEEE Transactions on Image Processing (TIP), 2020 Zeyu Feng Chang Xu Dacheng Tao 128 16 0 01 Oct 2020
Driver Anomaly Detection: A Dataset and Contrastive Learning Approach Okan Kopuklu Ji-ming Zheng Hang Xu Gerhard Rigoll 167 97 0 30 Sep 2020
CoKe: Localized Contrastive Learning for Robust Keypoint Detection Yutong Bai Angtian Wang Adam Kortylewski Alan Yuille 197 18 0 29 Sep 2020
Towards Effective Context for Meta-Reinforcement Learning: an Approach based on Contrastive Learning Haotian Fu Hongyao Tang Jianye Hao Chong Chen Xidong Feng Dong Li Wulong Liu OffRL 139 55 0 29 Sep 2020
Answering Complex Open-Domain Questions with Multi-Hop Dense RetrievalInternational Conference on Learning Representations (ICLR), 2020 Wenhan Xiong Xiang Lorraine Li Srini Iyer Jingfei Du Patrick Lewis ... Yashar Mehdad Anuj Kumar Sebastian Riedel Douwe Kiela Barlas Oğuz 188 215 0 27 Sep 2020
3D-FUTURE: 3D Furniture shape with TextUREInternational Journal of Computer Vision (IJCV), 2020 Huan Fu Rongfei Jia Lin Gao Biwei Huang Binqiang Zhao Stephen J. Maybank Dacheng Tao 3DV 270 331 0 21 Sep 2020
DVG-Face: Dual Variational Generation for Heterogeneous Face RecognitionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Chaoyou Fu Xiang Wu Yibo Hu Huaibo Huang Ran He CVBM 153 93 0 20 Sep 2020
MoPro: Webly Supervised Learning with Momentum PrototypesInternational Conference on Learning Representations (ICLR), 2020 Junnan Li Caiming Xiong Guosheng Lin 205 111 0 17 Sep 2020
AAG: Self-Supervised Representation Learning by Auxiliary Augmentation with GNT-Xent Loss Yanlun Tu Jianxing Feng Yang Yang SSL 95 1 0 17 Sep 2020
TreeGAN: Incorporating Class Hierarchy into Image Generation Ruisi Zhang Luntian Mou P. Xie GAN 165 1 0 16 Sep 2020
SelfAugment: Automatic Augmentation Policies for Self-Supervised LearningComputer Vision and Pattern Recognition (CVPR), 2020 Colorado Reed Sean L. Metzger A. Srinivas Trevor Darrell Kurt Keutzer SSL 213 53 0 16 Sep 2020
Removing the Background by Adding the Background: Towards Background Robust Self-supervised Video Representation LearningComputer Vision and Pattern Recognition (CVPR), 2020 Jinpeng Wang Yuting Gao Ke Li Yiqi Lin A. J. Ma Hao Cheng Pai Peng Feiyue Huang Rongrong Ji Xing Sun SSL 296 108 0 12 Sep 2020
Enhancing Unsupervised Video Representation Learning by Decoupling the Scene and the MotionAAAI Conference on Artificial Intelligence (AAAI), 2020 Jinpeng Wang Yuting Gao Ke Li Jianguo Hu Xinyang Jiang Xiao-Wei Guo Rongrong Ji Xing Sun 278 70 0 12 Sep 2020
Deep Metric Learning Meets Deep Clustering: An Novel Unsupervised Approach for Feature EmbeddingBritish Machine Vision Conference (BMVC), 2020 Binh X. Nguyen Binh Duc Nguyen G. Carneiro Erman Tjiputra Quang-Dieu Tran Thanh-Toan Do 114 10 0 09 Sep 2020
A Self-Supervised Gait Encoding Approach with Locality-Awareness for 3D Skeleton Based Person Re-IdentificationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Haocong Rao Siqi Wang Xiping Hu Zhuliang Yu Yi Guo Jun Cheng Xinwang Liu Bin Hu 3DH 291 78 0 05 Sep 2020
Unsupervised Feature Learning by Autoencoder and Prototypical Contrastive Learning for Hyperspectral ClassificationNeurocomputing (Neurocomputing), 2020 Zeyu Cao Xiaorun Li Liaoying Zhao SSL 139 35 0 02 Sep 2020
A Primer on Motion Capture with Deep Learning: Principles, Pitfalls and PerspectivesNeuron (Neuron), 2020 Alexander Mathis Steffen Schneider Jessy Lauer Mackenzie W. Mathis 302 186 0 01 Sep 2020
Self-supervised Video Representation Learning by Uncovering Spatio-temporal StatisticsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Jiangliu Wang Jianbo Jiao Linchao Bao Shengfeng He Wei Liu Yunhui Liu SSL AI4TS 192 58 0 31 Aug 2020
Unsupervised MRI Reconstruction with Generative Adversarial Networks Elizabeth K. Cole John M. Pauly S. Vasanawala Frank Ong GAN MedIm 155 53 0 29 Aug 2020
Puzzle-AE: Novelty Detection in Images through Solving Puzzles Mohammadreza Salehi Ainaz Eftekhar Niousha Sadjadi M. Rohban Hamid R. Rabiee AAML 519 45 0 29 Aug 2020
Delving into Inter-Image Invariance for Unsupervised Visual RepresentationsInternational Journal of Computer Vision (IJCV), 2020 Jiahao Xie Xiaohang Zhan Ziwei Liu Yew-Soon Ong Chen Change Loy SSL VLM 203 62 0 26 Aug 2020
Learning to Learn in a Semi-Supervised FashionEuropean Conference on Computer Vision (ECCV), 2020 Yun-Chun Chen Chao-Te Chou Y. Wang SSL 171 6 0 25 Aug 2020
Unsupervised Deep Metric Learning via Orthogonality based Probabilistic Loss U. Dutta Mehrtash Harandi C. Sekhar SSL 114 18 0 22 Aug 2020
A Self-supervised GAN for Unsupervised Few-shot Object Recognition Khoi Duc Minh Nguyen S. Todorovic SSL 192 8 0 16 Aug 2020
Self-supervised Video Representation Learning by Pace Prediction Jiangliu Wang Jianbo Jiao Yunhui Liu SSL AI4TS 215 251 0 13 Aug 2020
What Should Not Be Contrastive in Contrastive LearningInternational Conference on Learning Representations (ICLR), 2020 Tete Xiao Xiaolong Wang Alexei A. Efros Trevor Darrell SSL DRL 281 331 0 13 Aug 2020
Unsupervised Deep Metric Learning with Transformed Attention Consistency and Contrastive Clustering LossEuropean Conference on Computer Vision (ECCV), 2020 Yongqian Li Shichao Kan Zhihai He SSL 123 27 0 10 Aug 2020
Unsupervised Feature Learning by Cross-Level Instance-Group DiscriminationComputer Vision and Pattern Recognition (CVPR), 2020 Xudong Wang Ziwei Liu Stella X. Yu SSL 350 86 0 09 Aug 2020
Spatiotemporal Contrastive Video Representation LearningComputer Vision and Pattern Recognition (CVPR), 2020 Rui Qian Tianjian Meng Boqing Gong Ming-Hsuan Yang Jian Shu Serge J. Belongie Huayu Chen SSL AI4TS 373 555 0 09 Aug 2020
Metric Learning vs Classification for Disentangled Music Representation LearningInternational Society for Music Information Retrieval Conference (ISMIR), 2020 Jongpil Lee Nicholas J. Bryan Justin Salamon Zeyu Jin Juhan Nam DML DRL 122 33 0 09 Aug 2020
Deep Robust Clustering by Contrastive Learning Huasong Zhong C. L. Philip Chen Zhongming Jin Xiansheng Hua OOD 306 74 0 07 Aug 2020
Self-supervised Video Representation Learning Using Inter-intra Contrastive FrameworkACM Multimedia (ACM MM), 2020 Li Tao Xueting Wang T. Yamasaki SSL 289 114 0 06 Aug 2020
Self-supervised Temporal Discriminative Learning for Video Representation Learning Jinpeng Wang Yiqi Lin A. J. Ma Pong C. Yuen TTA 144 12 0 05 Aug 2020
Data Cleansing with Contrastive Learning for Vocal Note Event Annotations Gabriel Meseguer-Brocal Rachel M. Bittner Simon Durand B. Brost 130 7 0 05 Aug 2020
Learning Visual Representations with Caption Annotations Mert Bulent Sariyildiz J. Perez Diane Larlus VLM SSL 242 171 0 04 Aug 2020
Temporal Context Aggregation for Video Retrieval with Contrastive Learning Jie Shao Xin Wen Bingchen Zhao Xiangyang Xue AI4TS 150 4 0 04 Aug 2020
Unsupervised 3D Learning for Shape Analysis via Multiresolution Instance Discrimination Peng-Shuai Wang Yuqi Yang Qian-Fang Zou Zhirong Wu Yang Liu Xin Tong 3DPC 177 53 0 03 Aug 2020
Memory-augmented Dense Predictive Coding for Video Representation Learning Tengda Han Weidi Xie Andrew Zisserman SSL 305 255 0 03 Aug 2020
SeCo: Exploring Sequence Supervision for Unsupervised Representation Learning Ting Yao Yiheng Zhang Zhaofan Qiu Yingwei Pan Tao Mei DRL 207 116 0 03 Aug 2020
Distilling Visual Priors from Self-Supervised Learning Bingchen Zhao Xin Wen SSL 197 16 0 01 Aug 2020
Augmented Skeleton Based Contrastive Action Learning with Momentum LSTM for Unsupervised Action RecognitionInformation Sciences (Inf. Sci.), 2020 Haocong Rao Shihao Xu Xiping Hu Jun Cheng Bin Hu 456 212 0 01 Aug 2020
On Learning Universal Representations Across LanguagesInternational Conference on Learning Representations (ICLR), 2020 Xiangpeng Wei Rongxiang Weng Yue Hu Luxi Xing Heng Yu Weihua Luo SSL VLM 386 90 0 31 Jul 2020
Contrastive Learning for Unpaired Image-to-Image TranslationEuropean Conference on Computer Vision (ECCV), 2020 Taesung Park Alexei A. Efros Richard Y. Zhang Jun-Yan Zhu SSL 442 1,462 0 30 Jul 2020
What My Motion tells me about Your Pose: A Self-Supervised Monocular 3D Vehicle Detector Cédric Picron Punarjay Chakravarty Tom Roussel Tinne Tuytelaars 159 0 0 29 Jul 2020
Demystifying Contrastive Self-Supervised Learning: Invariances, Augmentations and Dataset BiasesNeural Information Processing Systems (NeurIPS), 2020 Senthil Purushwalkam Abhinav Gupta SSL 301 226 0 28 Jul 2020
K-Shot Contrastive Learning of Visual Features with Multiple Instance AugmentationsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Haohang Xu H. Xiong Guo-Jun Qi VLM 232 8 0 27 Jul 2020
Contrastive Visual-Linguistic Pretraining Lei Shi Kai Shuang Shijie Geng Peng Su Zhengkai Jiang Shiyang Feng Zuohui Fu Gerard de Melo Sen Su VLM SSL CLIP 144 29 0 26 Jul 2020