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Large Scale Adversarial Representation Learning

4 July 2019

Papers citing "Large Scale Adversarial Representation Learning"

50 / 344 papers shown

Title
Teacher Guided Training: An Efficient Framework for Knowledge TransferInternational Conference on Learning Representations (ICLR), 2022 Manzil Zaheer A. S. Rawat Seungyeon Kim Chong You Himanshu Jain Andreas Veit Rob Fergus Surinder Kumar VLM 151 1 0 14 Aug 2022
Trustworthy Recommender SystemsACM Transactions on Intelligent Systems and Technology (ACM TIST), 2022 Shoujin Wang Xiuzhen Zhang Yan Wang Huan Liu Francesco Ricci 227 90 0 10 Aug 2022
Privacy Safe Representation Learning via Frequency Filtering Encoder J. Jeong Minyong Cho Philipp Benz Jinwoo Hwang J. Kim Seungkwang Lee Tae-Hoon Kim 101 5 0 04 Aug 2022
Explicit Use of Fourier Spectrum in Generative Adversarial Networks Soroush Sheikh Gargar GAN OOD 142 2 0 02 Aug 2022
A Deep Dive into Deep ClusterSocial Science Research Network (SSRN), 2022 Ahmad Mustapha Wael Khreich Wasim Masr SSL VLM 157 3 0 24 Jul 2022
Unveiling the Latent Space Geometry of Push-Forward Generative ModelsInternational Conference on Machine Learning (ICML), 2022 Thibaut Issenhuth Ugo Tanielian Jérémie Mary David Picard GAN DRL 282 3 0 21 Jul 2022
DeltaGAN: Towards Diverse Few-shot Image Generation with Sample-Specific DeltaEuropean Conference on Computer Vision (ECCV), 2020 Y. Hong Li Niu Jianfu Zhang Liqing Zhang GAN 199 37 0 21 Jul 2022
Facial Image Reconstruction from Functional Magnetic Resonance Imaging via GAN Inversion with Improved Attribute ConsistencyIEEE International Joint Conference on Neural Network (IJCNN), 2022 Pei-Chun Chang Yan-Yu Tien Chia-Lin Chen Li-Fen Chen Yong-Sheng Chen Huiling Chan DiffM CVBM MedIm 76 3 0 03 Jul 2022
Self-supervised Learning in Remote Sensing: A ReviewIEEE Geoscience and Remote Sensing Magazine (GRSM), 2022 Yi Wang C. Albrecht Nassim Ait Ali Braham Lichao Mou Xiao Xiang Zhu 390 289 0 27 Jun 2022
Entropy-driven Sampling and Training Scheme for Conditional Diffusion GenerationEuropean Conference on Computer Vision (ECCV), 2022 Sheng-liang Li Guangcong Zheng Haibo Wang Taiping Yao Yang Chen Shoudong Ding Xi Li DiffM 283 29 0 23 Jun 2022
Beyond Supervised vs. Unsupervised: Representative Benchmarking and Analysis of Image Representation LearningComputer Vision and Pattern Recognition (CVPR), 2022 M. Gwilliam Abhinav Shrivastava SSL 222 24 1 16 Jun 2022
Learn to Adapt: Robust Drift Detection in Security DomainComputers & electrical engineering (CEE), 2022 Aditya Kuppa Nhien-An Le-Khac OOD 111 25 0 15 Jun 2022
Extreme Masking for Learning Instance and Distributed Visual Representations Zhirong Wu Zihang Lai Xiao Sun Stephen Lin 271 24 0 09 Jun 2022
Beyond Just Vision: A Review on Self-Supervised Representation Learning on Multimodal and Temporal Data Shohreh Deldari Hao Xue Aaqib Saeed Jiayuan He Daniel V. Smith Flora D. Salim AI4TS 215 43 0 06 Jun 2022
Integrating Prior Knowledge in Contrastive Learning with KernelInternational Conference on Machine Learning (ICML), 2022 Benoit Dufumier C. Barbano Robin Louiset Edouard Duchesnay Pietro Gori SSL 128 11 0 03 Jun 2022
Augmentation Component Analysis: Modeling Similarity via the Augmentation OverlapsInternational Conference on Learning Representations (ICLR), 2022 Lu Han Han-Jia Ye De-Chuan Zhan 148 5 0 01 Jun 2022
Object-Aware Self-supervised Multi-Label LearningInternational Conference on Information Photonics (ICIP), 2022 Kaixin Xu Liu Liyang Ziyuan Zhao Zeng Zeng B. Veeravalli 159 3 0 14 May 2022
DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image AnalysisComputer Vision and Pattern Recognition (CVPR), 2022 F. Haghighi M. Taher Michael B. Gotway Jianming Liang MedIm 230 80 0 21 Apr 2022
SETTI: A Self-supervised Adversarial Malware Detection Architecture in an IoT Environment Marjan Golmaryami R. Taheri Zahra Pooranian Mohammad Shojafar Pei Xiao 152 18 0 16 Apr 2022
Generative Adversarial Networks for Image Augmentation in Agriculture: A Systematic Review E. Olaniyi Dong Chen Yuzhen Lu Ya-Yu Huang 217 40 0 10 Apr 2022
CP2: Copy-Paste Contrastive Pretraining for Semantic SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Feng Wang Huiyu Wang Chen Wei Alan Yuille Wei Shen SSL VLM 232 37 0 22 Mar 2022
Review of Disentanglement Approaches for Medical Applications -- Towards Solving the Gordian Knot of Generative Models in Healthcare Jana Fragemann Lynton Ardizzone Jan Egger Jens Kleesiek DRL MedIm 134 13 0 21 Mar 2022
High-fidelity GAN Inversion with Padding SpaceEuropean Conference on Computer Vision (ECCV), 2022 Qingyan Bai Yinghao Xu Jiapeng Zhu Weihao Xia Yujiu Yang Yujun Shen 207 33 0 21 Mar 2022
Holistic Fault Detection and Diagnosis System in Imbalanced, Scarce, Multi-Domain (ISMD) Data Setting for Component-Level Prognostics and Health Management (PHM) A. Rohan AI4CE 91 12 0 18 Mar 2022
Weak Augmentation Guided Relational Self-Supervised LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Mingkai Zheng Shan You Fei Wang Chao Qian Changshui Zhang Xiaogang Wang Chang Xu 266 6 0 16 Mar 2022
Uni4Eye: Unified 2D and 3D Self-supervised Pre-training via Masked Image Modeling Transformer for Ophthalmic Image ClassificationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022 Zhiyuan Cai Li Lin Huaqing He Xiaoying Tang ViT MedIm 190 31 0 09 Mar 2022
Self-Supervision, Remote Sensing and Abstraction: Representation Learning Across 3 Million LocationsInternational Conference on Digital Image Computing: Techniques and Applications (DICTA), 2021 Sachith Seneviratne K. Nice J. Wijnands Mark Stevenson Jason Thompson SSL 146 8 0 08 Mar 2022
Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology Richard J. Chen Rahul G. Krishnan MedIm ViT 210 102 0 01 Mar 2022
Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Conditioned GANsIEEE International Joint Conference on Neural Network (IJCNN), 2022 Furkan Ozcelik Bhavin Choksi Milad Mozafari Leila Reddy Rufin VanRullen GAN 255 91 0 25 Feb 2022
EcoFlow: Efficient Convolutional Dataflows for Low-Power Neural Network Accelerators Lois Orosa Skanda Koppula Yaman Umuroglu Konstantinos Kanellopoulos Juan Gómez Luna Michaela Blott K. Vissers O. Mutlu 178 4 0 04 Feb 2022
Contrastive Embedding Distribution Refinement and Entropy-Aware Attention for 3D Point Cloud Classification Feng Yang Yichao Cao Qifan Xue Shuai Jin Xuanpeng Li Weigong Zhang 3DPC 215 4 0 27 Jan 2022
Semi-Supervised Adversarial Recognition of Refined Window Structures for Inverse Procedural Façade ModelingIsprs Journal of Photogrammetry and Remote Sensing (JIPRS), 2022 Han Hu Xinrong Liang Yulin Ding Qisen Shang Bo Xu X. Ge Min Chen Ruofei Zhong Qing Zhu 255 11 0 22 Jan 2022
Augmenting Convolutional networks with attention-based aggregation Hugo Touvron Matthieu Cord Alaaeldin El-Nouby Piotr Bojanowski Armand Joulin Gabriel Synnaeve Edouard Grave ViT 190 59 0 27 Dec 2021
Rethinking Nearest Neighbors for Visual Classification Menglin Jia Bor-Chun Chen Zuxuan Wu Claire Cardie Serge Belongie Ser-Nam Lim SSL 148 11 0 15 Dec 2021
Efficient spatio-temporal weather forecasting using U-Net Akshay Punjabi Pablo Izquierdo-Ayala 95 2 0 13 Dec 2021
GAN-Supervised Dense Visual Alignment William S. Peebles Jun-Yan Zhu Richard Y. Zhang Antonio Torralba Alexei A. Efros Eli Shechtman 318 72 0 09 Dec 2021
InvGAN: Invertible GANs Partha Ghosh Dominik Zietlow Michael J. Black Larry S. Davis Xiaochen Hu DiffM 139 8 0 08 Dec 2021
Label-Efficient Semantic Segmentation with Diffusion ModelsInternational Conference on Learning Representations (ICLR), 2021 Dmitry Baranchuk Ivan Rubachev A. Voynov Valentin Khrulkov Artem Babenko DiffM VLM 577 651 0 06 Dec 2021
Joint Learning of Localized Representations from Medical Images and ReportsEuropean Conference on Computer Vision (ECCV), 2021 Philipp Muller Georgios Kaissis Cong Zou Daniel Munich 372 110 0 06 Dec 2021
BEVT: BERT Pretraining of Video Transformers Rui Wang Dongdong Chen Zuxuan Wu Yinpeng Chen Xiyang Dai Xiyang Dai Yu-Gang Jiang Luowei Zhou Lu Yuan ViT 232 245 0 02 Dec 2021
Improving GAN Equilibrium by Raising Spatial Awareness Jianyuan Wang Ceyuan Yang Yinghao Xu Yujun Shen Hongdong Li Bolei Zhou GAN 291 33 0 01 Dec 2021
MC-SSL0.0: Towards Multi-Concept Self-Supervised Learning Sara Atito Muhammad Awais Ammarah Farooq Zhenhua Feng J. Kittler 109 17 0 30 Nov 2021
OmiTrans: generative adversarial networks based omics-to-omics translation frameworkIEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2021 Xiaoyu Zhang Wenhan Luo MedIm 314 5 0 27 Nov 2021
Learning Representation for Clustering via Prototype Scattering and Positive Sampling Zhizhong Huang Jie Chen Junping Zhang Hongming Shan 178 131 0 23 Nov 2021
Image prediction of disease progression by style-based manifold extrapolation T. Han Jakob Nikolas Kather F. Pedersoli M. Zimmermann S. Keil ... Fabian Kiessling Volkmar Schulz Christiane Kuhl S. Nebelung Daniel Truhn MedIm 143 3 0 22 Nov 2021
Recent Advancements in Self-Supervised Paradigms for Visual Feature Representation Mrinal Anand Aditya Garg SSL 117 2 0 03 Nov 2021
Towards the Generalization of Contrastive Self-Supervised LearningInternational Conference on Learning Representations (ICLR), 2021 Weiran Huang Mingyang Yi Xuyang Zhao Zihao Jiang SSL 284 141 0 01 Nov 2021
Natural Image Reconstruction from fMRI using Deep Learning: A Survey Zarina Rakhimberdina Quentin Jodelet Xin Liu T. Murata 3DV 298 38 0 18 Oct 2021
Illiterate DALL-E Learns to Compose Gautam Singh Fei Deng Sungjin Ahn CoGe OCL 346 163 0 17 Oct 2021
Adversarial examples by perturbing high-level features in intermediate decoder layers Vojtěch Čermák Lukáš Adam AAML GAN 77 0 0 14 Oct 2021