v1v2 (latest)

Large Scale Adversarial Representation Learning

4 July 2019

Papers citing "Large Scale Adversarial Representation Learning"

50 / 344 papers shown

Title
Contrastive Learning of Single-Cell Phenotypic Representations for Treatment Classification A. Perakis A. Gorji Samriddhi Jain K. Chaitanya Simone Rizza E. Konukoglu SSL 200 39 0 30 Mar 2021
Self-Supervised Learning in Multi-Task Graphs through Iterative Consensus ShiftBritish Machine Vision Conference (BMVC), 2021 Emanuela Haller Elena Burceanu Marius Leordeanu SSL 199 4 0 26 Mar 2021
Generative Minimization Networks: Training GANs Without Competition Paulina Grnarova Yannic Kilcher Kfir Y. Levy Aurelien Lucchi Thomas Hofmann GAN 88 8 0 23 Mar 2021
Self-Supervised Classification NetworkEuropean Conference on Computer Vision (ECCV), 2021 Elad Amrani Leonid Karlinsky A. Bronstein SSL 128 32 0 19 Mar 2021
Using latent space regression to analyze and leverage compositionality in GANsInternational Conference on Learning Representations (ICLR), 2021 Lucy Chai Jonas Wulff Phillip Isola GAN 197 79 0 18 Mar 2021
Spatially Consistent Representation LearningComputer Vision and Pattern Recognition (CVPR), 2021 Byungseok Roh Wuhyun Shin Ildoo Kim Sungwoong Kim SSL 129 96 0 10 Mar 2021
Deeply Unsupervised Patch Re-Identification for Pre-training Object DetectorsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Jian Ding Enze Xie Hang Xu Chenhan Jiang Zhenguo Li Ping Luo Guisong Xia 110 20 0 08 Mar 2021
Repurposing GANs for One-shot Semantic Part SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Nontawat Tritrong Pitchaporn Rewatbowornwong Supasorn Suwajanakorn 457 120 0 07 Mar 2021
Can Pretext-Based Self-Supervised Learning Be Boosted by Downstream Data? A Theoretical AnalysisInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021 Jiaye Teng Weiran Huang Haowei He SSL 185 13 0 05 Mar 2021
Solving Inverse Problems by Joint Posterior Maximization with Autoencoding PriorSIAM Journal of Imaging Sciences (SIAM J. Imaging Sci.), 2021 Mario González Andrés Almansa Pauline Tan 264 36 0 02 Mar 2021
Training Generative Adversarial Networks in One StageComputer Vision and Pattern Recognition (CVPR), 2021 Chengchao Shen Youtan Yin Xinchao Wang Xubin Li Mingli Song Xiuming Zhang GAN 325 13 0 28 Feb 2021
Enabling the Network to Surf the Internet Zhuoling Li Haohan Wang Tymoteusz Świstek Weixin Chen Yuanzheng Li Haoqian Wang CLL 194 4 0 24 Feb 2021
Instance Localization for Self-supervised Detection PretrainingComputer Vision and Pattern Recognition (CVPR), 2021 Ceyuan Yang Zhirong Wu Bolei Zhou Stephen Lin ViT SSL 336 154 0 16 Feb 2021
Understanding Negative Samples in Instance Discriminative Self-supervised Representation LearningNeural Information Processing Systems (NeurIPS), 2021 Kento Nozawa Issei Sato SSL 365 51 0 13 Feb 2021
Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation LearningAAAI Conference on Artificial Intelligence (AAAI), 2021 Yu Liu Lianghua Huang Pan Pan Bin Wang Yinghui Xu Rong Jin SSL 155 3 0 09 Feb 2021
DetCo: Unsupervised Contrastive Learning for Object DetectionIEEE International Conference on Computer Vision (ICCV), 2021 Enze Xie Jian Ding Wenhai Wang Xiaohang Zhan Hang Xu Peize Sun Zhenguo Li Ping Luo 224 349 0 09 Feb 2021
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2021 Pan Zhang Bo Zhang Ting Zhang Dong Chen Yong Wang Fang Wen 365 552 0 26 Jan 2021
Adversarial Text-to-Image Synthesis: A ReviewNeural Networks (NN), 2021 Stanislav Frolov Tobias Hinz Federico Raue Jörn Hees Andreas Dengel EGVM 238 199 0 25 Jan 2021
Pre-training without Natural ImagesInternational Journal of Computer Vision (IJCV), 2021 Hirokatsu Kataoka Kazushige Okayasu Asato Matsumoto Eisuke Yamagata Ryosuke Yamada Nakamasa Inoue Akio Nakamura Y. Satoh 229 136 0 21 Jan 2021
Momentum^2 Teacher: Momentum Teacher with Momentum Statistics for Self-Supervised Learning Zeming Li Songtao Liu Jian Sun 573 16 0 19 Jan 2021
Self-Supervised Representation Learning from Flow EquivarianceIEEE International Conference on Computer Vision (ICCV), 2021 Yuwen Xiong Mengye Ren Wenyuan Zeng R. Urtasun SSL 212 30 0 16 Jan 2021
The Geometry of Deep Generative Image Models and its Applications Binxu Wang Carlos R. Ponce GAN 125 48 0 15 Jan 2021
GAN Inversion: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Weihao Xia Yulun Zhang Yujiu Yang Jing-Hao Xue Bolei Zhou Ming-Hsuan Yang DiffM 561 587 0 14 Jan 2021
Exploiting Chain Rule and Bayes' Theorem to Compare Probability DistributionsNeural Information Processing Systems (NeurIPS), 2020 Huangjie Zheng Mingyuan Zhou OT 548 30 0 28 Dec 2020
Self-supervised Pre-training with Hard Examples Improves Visual Representations Chunyuan Li Xiujun Li Lei Zhang Baolin Peng Mingyuan Zhou Jianfeng Gao SSL 184 24 0 25 Dec 2020
OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised LearningComputer Vision and Pattern Recognition (CVPR), 2020 Spyros Gidaris Andrei Bursuc Gilles Puy N. Komodakis Matthieu Cord P. Pérez SSL 248 81 0 21 Dec 2020
Aggregative Self-Supervised Feature Learning from a Limited Sample Jiuwen Zhu Yuexiang Li S. Kevin Zhou SSL 252 0 0 14 Dec 2020
Information-Theoretic Segmentation by Inpainting Error MaximizationComputer Vision and Pattern Recognition (CVPR), 2020 Pedro H. P. Savarese Sunnie S. Y. Kim Michael Maire G. Shakhnarovich David A. McAllester 267 34 0 14 Dec 2020
GMM-Based Generative Adversarial Encoder Learning Yuri Feigin H. Spitzer Raja Giryes GAN AI4CE 96 4 0 08 Dec 2020
Self-Supervised Visual Representation Learning from Hierarchical GroupingNeural Information Processing Systems (NeurIPS), 2020 Xiao Zhang Michael Maire SSL 273 78 0 05 Dec 2020
Seed the Views: Hierarchical Semantic Alignment for Contrastive Representation Learning Haohang Xu Xiaopeng Zhang Hao Li Lingxi Xie H. Xiong Qi Tian SSL 176 12 0 04 Dec 2020
Self-labeled Conditional GANs M. Noroozi SSL 239 11 0 03 Dec 2020
Generalization and Memorization: The Bias Potential ModelMathematical and Scientific Machine Learning (MSML), 2020 Hongkang Yang E. Weinan 266 13 0 29 Nov 2020
Empowering Things with Intelligence: A Survey of the Progress, Challenges, and Opportunities in Artificial Intelligence of ThingsIEEE Internet of Things Journal (IEEE IoT J.), 2020 Jing Zhang Dacheng Tao 213 550 0 17 Nov 2020
AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations from Self-Trained Negative AdversariesComputer Vision and Pattern Recognition (CVPR), 2020 Q. Hu Tianlin Li Wei Hu Guo-Jun Qi SSL 244 164 0 17 Nov 2020
Towards transformation-resilient provenance detection of digital media Jamie Hayes Krishnamurthy Dvijotham Dvijotham Yutian Chen Sander Dieleman Pushmeet Kohli Norman Casagrande 104 4 0 14 Nov 2020
Unsupervised Learning of Dense Visual Representations Pedro H. O. Pinheiro Amjad Almahairi Ryan Y. Benmalek Florian Golemo Aaron Courville SSL MDE 225 210 0 11 Nov 2020
Towards Domain-Agnostic Contrastive Learning Vikas Verma Minh-Thang Luong Kenji Kawaguchi Hieu H. Pham Quoc V. Le SSL 227 128 0 09 Nov 2020
Representation Matters: Improving Perception and Exploration for Robotics Markus Wulfmeier Arunkumar Byravan Tim Hertweck I. Higgins Ankush Gupta ... Malcolm Reynolds Denis Teplyashin Agrim Gupta Thomas Lampe Martin Riedmiller 243 19 0 03 Nov 2020
A Survey on Contrastive Self-supervised Learning Ashish Jaiswal Ashwin Ramesh Babu Mohammad Zaki Zadeh Debapriya Banerjee F. Makedon SSL 463 1,586 0 31 Oct 2020
PREGAN: Pose Randomization and Estimation for Weakly Paired Image Style Translation Zexi Chen Jiaxin Guo Xuecheng Xu Yunkai Wang Yue Wang R. Xiong 160 1 0 31 Oct 2020
Image Representations Learned With Unsupervised Pre-Training Contain Human-like BiasesConference on Fairness, Accountability and Transparency (FAccT), 2020 Ryan Steed Aylin Caliskan SSL 278 172 0 28 Oct 2020
Facial Emotion Recognition with Noisy Multi-task AnnotationsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 Siwei Zhang Zhiwu Huang D. Paudel Luc Van Gool CVBM 218 11 0 19 Oct 2020
For self-supervised learning, Rationality implies generalization, provablyInternational Conference on Learning Representations (ICLR), 2020 Yamini Bansal Gal Kaplun Boaz Barak OOD SSL 221 23 0 16 Oct 2020
Viewmaker Networks: Learning Views for Unsupervised Representation Learning Alex Tamkin Mike Wu Noah D. Goodman SSL 278 68 0 14 Oct 2020
Unsupervised Representation Learning by InvariancePropagation Feng Wang Huaping Liu Di Guo F. Sun SSL 199 32 0 07 Oct 2020
Support-set bottlenecks for video-text representation learning Mandela Patrick Po-Yao (Bernie) Huang Yuki M. Asano Florian Metze Alexander G. Hauptmann João Henriques Andrea Vedaldi 262 260 0 06 Oct 2020
Representation learning from videos in-the-wild: An object-centric approach Rob Romijnders Aravindh Mahendran Michael Tschannen Josip Djolonga Marvin Ritter N. Houlsby Mario Lucic OCL SSL 213 8 0 06 Oct 2020
CO2: Consistent Contrast for Unsupervised Visual Representation LearningInternational Conference on Learning Representations (ICLR), 2020 Chen Wei Huiyu Wang Wei Shen Alan Yuille SSL 179 73 0 05 Oct 2020
Conditional Negative Sampling for Contrastive Learning of Visual RepresentationsInternational Conference on Learning Representations (ICLR), 2020 Mike Wu Milan Mossé Chengxu Zhuang Daniel L. K. Yamins Noah D. Goodman SSL 174 86 0 05 Oct 2020