Learning from Simulated and Unsupervised Images through Adversarial Training

22 December 2016

Tomas Pfister

Papers citing "Learning from Simulated and Unsupervised Images through Adversarial Training"

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Title
Knitting Robots: A Deep Learning Approach for Reverse-Engineering Fabric Patterns Haoliang Sheng Songpu Cai Xingyu Zheng Meng Cheng Lau AI4CE 38 0 0 18 Apr 2025
Model Adaptation: Unsupervised Domain Adaptation without Source Data Rui Li Qianfen Jiao Wenming Cao Hau-San Wong Si Wu OOD 117 480 0 26 Feb 2025
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration Kang Liao Zongsheng Yue Zhouxia Wang Chen Change Loy 95 3 0 20 Feb 2025
Learning more with the same effort: how randomization improves the robustness of a robotic deep reinforcement learning agent Lucía Güitta-López Jaime Boal Álvaro J. López-López 54 5 0 24 Jan 2025
Unified Microphone Conversion: Many-to-Many Device Mapping via Feature-wise Linear Modulation Myeonghoon Ryu Hongseok Oh Suji Lee Han Park 23 0 0 23 Oct 2024
Contrastive Learning from Synthetic Audio Doppelgängers Manuel Cherep Nikhil Singh 40 1 0 09 Jun 2024
Explainable Deepfake Video Detection using Convolutional Neural Network and CapsuleNet Gazi Hasin Ishrak Zalish Mahmud Md. Zami Al Zunaed Farabe Tahera Khanom Tinni Tanzim Reza Mohammad Zavid Parvez 48 3 0 19 Apr 2024
Investigation of the Impact of Synthetic Training Data in the Industrial Application of Terminal Strip Object Detection Nico Baumgart Markus Lange-Hegermann Mike Mücke 23 1 0 06 Mar 2024
NocPlace: Nocturnal Visual Place Recognition via Generative and Inherited Knowledge Transfer Bingxi Liu Yiqun Wang Huaqi Tao Tingjun Huang Fulin Tang Yihong Wu Jinqiang Cui Hong Zhang 42 1 0 27 Feb 2024
Synthetic Data Generation for Bridging Sim2Real Gap in a Production Environment Parth Rawal Mrunal Sompura Wolfgang Hintze 28 0 0 18 Nov 2023
A Chronological Survey of Theoretical Advancements in Generative Adversarial Networks for Computer Vision Hrishikesh Sharma AI4CE EGVM 13 1 0 02 Nov 2023
High-Fidelity Eye Animatable Neural Radiance Fields for Human Face Hengfei Wang Zhongqun Zhang Yihua Cheng H. Chang 3DH CVBM 14 5 0 01 Aug 2023
Training on Thin Air: Improve Image Classification with Generated Data Yongchao Zhou Hshmat Sahak Jimmy Ba DiffM 24 43 0 24 May 2023
Wavelet-based Unsupervised Label-to-Image Translation George Eskandar Mohamed Abdelsamad Karim Armanious Shuai Zhang B. Yang 36 6 0 16 May 2023
Bent & Broken Bicycles: Leveraging synthetic data for damaged object re-identification Luca Piano F. G. Pratticó Alessandro Sebastian Russo Lorenzo Lanari Lia Morra Fabrizio Lamberti 37 1 0 16 Apr 2023
AI driven shadow model detection in agropv farms Sai Paavan Kumar Dornadula P. Brunet Susan Elias 25 3 0 16 Apr 2023
Fusing Structure from Motion and Simulation-Augmented Pose Regression from Optical Flow for Challenging Indoor Environments Felix Ott Lucas Heublein David Rügamer Bernd Bischl Christopher Mutschler 21 4 0 14 Apr 2023
Precise localization of corneal reflections in eye images using deep learning trained on synthetic data Sean Anthony Byrne M. Nyström Virmarie Maquiling Enkelejda Kasneci D. Niehorster 22 6 0 12 Apr 2023
CF-Font: Content Fusion for Few-shot Font Generation Chi-Yin Wang Min Zhou T. Ge Yuning Jiang Hujun Bao Weiwei Xu 21 42 0 24 Mar 2023
Unpaired Translation from Semantic Label Maps to Images by Leveraging Domain-Specific Simulations Lin Zhang Tiziano Portenier O. Goksel MedIm 25 1 0 21 Feb 2023
Texturize a GAN Using a Single Image Pengda Xiang Sitao Xiang Yajie Zhao GAN 28 0 0 21 Feb 2023
DGFont++: Robust Deformable Generative Networks for Unsupervised Font Generation Xinyuan Chen Yangchen Xie Li Sun Yue Lu 30 4 0 30 Dec 2022
SynCLay: Interactive Synthesis of Histology Images from Bespoke Cellular Layouts Srijay Deshpande Muhammad Dawood F. Minhas Nasir M. Rajpoot MedIm 28 9 0 28 Dec 2022
Spacecraft Pose Estimation Based on Unsupervised Domain Adaptation and on a 3D-Guided Loss Combination Juan Ignacio Bravo Pérez-Villar Álvaro García-Martín Jesús Bescós 35 15 0 27 Dec 2022
FSID: Fully Synthetic Image Denoising via Procedural Scene Generation Gyeongmin Choe Beibei Du Seonghyeon Nam Xiaoyu Xiang Bo Zhu Rakesh Ranjan DiffM 24 0 0 07 Dec 2022
InstructPix2Pix: Learning to Follow Image Editing Instructions Tim Brooks Aleksander Holynski Alexei A. Efros DiffM 83 1,711 0 17 Nov 2022
Digital twins of physical printing-imaging channel Yury Belousov Brian Pulfer Roman Chaban Joakim Tutt O. Taran T. Holotyak Slava Voloshynovskiy 35 9 0 28 Oct 2022
MAGIC: Mask-Guided Image Synthesis by Inverting a Quasi-Robust Classifier Mozhdeh Rouhsedaghat Masoud Monajatipoor C.-C. Jay Kuo I. Masi 40 6 0 23 Sep 2022
Self-adversarial Multi-scale Contrastive Learning for Semantic Segmentation of Thermal Facial Images Jitesh Joshi N. Bianchi-Berthouze Youngjun Cho 19 7 0 21 Sep 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey Yanbei Chen Massimiliano Mancini Xiatian Zhu Zeynep Akata 45 114 0 24 Aug 2022
Accurate Ground-Truth Depth Image Generation via Overfit Training of Point Cloud Registration using Local Frame Sets Ji-Woo Kim Minchang Kim Y. Shin Minyoung Chung 3DPC 24 1 0 14 Jul 2022
EyeNeRF: A Hybrid Representation for Photorealistic Synthesis, Animation and Relighting of Human Eyes Gengyan Li Abhimitra Meka F. Müller Marcel C. Bühler Otmar Hilliges Thabo Beeler 3DH 42 15 0 16 Jun 2022
Learning Fashion Compatibility from In-the-wild Images Additya Popli Vijay Kumar Sujit Jos Saraansh Tandon 18 1 0 13 Jun 2022
Rethinking Bayesian Learning for Data Analysis: The Art of Prior and Inference in Sparsity-Aware Modeling Lei Cheng Feng Yin Sergios Theodoridis S. Chatzis Tsung-Hui Chang 68 75 0 28 May 2022
Bayesian Convolutional Neural Networks for Limited Data Hyperspectral Remote Sensing Image Classification M. Joshaghani Amirabbas Davari F. Hatamian Andreas K. Maier Christian Riess UQCV BDL 20 7 0 19 May 2022
A Comprehensive Survey of Image Augmentation Techniques for Deep Learning Mingle Xu Sook Yoon A. Fuentes D. Park VLM 40 399 0 03 May 2022
Goldilocks-curriculum Domain Randomization and Fractal Perlin Noise with Application to Sim2Real Pneumonia Lesion Detection Takahiro Suzuki S. Hanaoka Issei Sato OOD MedIm 26 1 0 29 Apr 2022
Learning Instance-Specific Adaptation for Cross-Domain Segmentation Yuliang Zou Zizhao Zhang Chun-Liang Li Han Zhang Tomas Pfister Jia-Bin Huang TTA OOD 33 14 0 30 Mar 2022
On the Road to Online Adaptation for Semantic Image Segmentation Riccardo Volpi Pau de Jorge Diane Larlus G. Csurka OffRL 37 26 0 30 Mar 2022
Modulated Contrast for Versatile Image Synthesis Fangneng Zhan Jiahui Zhang Yingchen Yu Rongliang Wu Shijian Lu 35 43 0 17 Mar 2022
Geometric Synthesis: A Free lunch for Large-scale Palmprint Recognition Model Pretraining Kai Zhao Lei Shen Yingyi Zhang Chuhan Zhou Tao Wang Ruixin Zhang Shouhong Ding Wei Jia Wei Shen 30 1 0 11 Mar 2022
Attribute Descent: Simulating Object-Centric Datasets on the Content Level and Beyond Yue Yao Liang Zheng Xiaodong Yang Milind Napthade Tom Gedeon 26 17 0 28 Feb 2022
Approximate Nearest Neighbor Search under Neural Similarity Metric for Large-Scale Recommendation Rihan Chen Bin Liu Ziru Xu Yao Wang Qi Li ... Q. hua Junliang Jiang Yunlong Xu Hongbo Deng Bo Zheng 40 21 0 14 Feb 2022
Robust Hybrid Learning With Expert Augmentation Antoine Wehenkel Jens Behrmann Hsiang Hsu Guillermo Sapiro Gilles Louppe and J. Jacobsen 26 8 0 08 Feb 2022
ResiDualGAN: Resize-Residual DualGAN for Cross-Domain Remote Sensing Images Semantic Segmentation Yang Zhao Peng Guo Zihao Sun Xiuwan Chen Han Gao 24 33 0 27 Jan 2022
Learning-by-Novel-View-Synthesis for Full-Face Appearance-Based 3D Gaze Estimation Jiawei Qin Takuru Shimoyama Yusuke Sugano 3DH CVBM 23 16 0 20 Jan 2022
A Survey on Training Challenges in Generative Adversarial Networks for Biomedical Image Analysis Muhammad Muneeb Saad Ruairi O'Reilly M. H. Rehmani MedIm 44 35 0 19 Jan 2022
Improving Performance of Semantic Segmentation CycleGANs by Noise Injection into the Latent Segmentation Space Jonas Löhdefink Tim Fingscheidt 26 2 0 17 Jan 2022
Transferability in Deep Learning: A Survey Junguang Jiang Yang Shu Jianmin Wang Mingsheng Long OOD 34 101 0 15 Jan 2022
Learning Temporally and Semantically Consistent Unpaired Video-to-video Translation Through Pseudo-Supervision From Synthetic Optical Flow Kaihong Wang K. Akash Teruhisa Misu 33 9 0 15 Jan 2022