Generating Images with Perceptual Similarity Metrics based on Deep Networks

8 February 2016

Alexey Dosovitskiy

Thomas Brox

DRL

GAN

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Papers citing "Generating Images with Perceptual Similarity Metrics based on Deep Networks"

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Title
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 152 14,683 0 20 Dec 2021
High Fidelity Visualization of What Your Self-Supervised Representation Knows About Florian Bordes Randall Balestriero Pascal Vincent DiffM 25 61 0 16 Dec 2021
Ensembling Off-the-shelf Models for GAN Training Nupur Kumari Richard Y. Zhang Eli Shechtman Jun-Yan Zhu 34 86 0 16 Dec 2021
MoFaNeRF: Morphable Facial Neural Radiance Field Yi Zhuang Hao Zhu Xusen Sun Xun Cao 3DH 24 93 0 04 Dec 2021
PeCo: Perceptual Codebook for BERT Pre-training of Vision Transformers Xiaoyi Dong Jianmin Bao Ting Zhang Dongdong Chen Weiming Zhang Lu Yuan Dong Chen Fang Wen Nenghai Yu Baining Guo ViT 50 239 0 24 Nov 2021
SyMetric: Measuring the Quality of Learnt Hamiltonian Dynamics Inferred from Vision I. Higgins Peter Wirnsberger Andrew Jaegle Aleksandar Botev 47 8 0 10 Nov 2021
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 348 1,593 0 10 Nov 2021
Projected GANs Converge Faster Axel Sauer Kashyap Chitta Jens Muller Andreas Geiger 47 234 0 01 Nov 2021
Boosting Image Outpainting with Semantic Layout Prediction Ye Ma Jin Ma Min Zhou Quan Chen T. Ge Yuning Jiang Tong Lin 24 7 0 18 Oct 2021
Y-GAN: Learning Dual Data Representations for Efficient Anomaly Detection Marija Ivanovska Vitomir Štruc 25 2 0 28 Sep 2021
SketchHairSalon: Deep Sketch-based Hair Image Synthesis Chufeng Xiao Deng Yu Xiaoguang Han Youyi Zheng Hongbo Fu 3DV 3DH 77 16 0 16 Sep 2021
Common Objects in 3D: Large-Scale Learning and Evaluation of Real-life 3D Category Reconstruction Jeremy Reizenstein Roman Shapovalov Philipp Henzler L. Sbordone Patrick Labatut David Novotny 3DPC 3DV 63 449 0 01 Sep 2021
ImageBART: Bidirectional Context with Multinomial Diffusion for Autoregressive Image Synthesis Patrick Esser Robin Rombach A. Blattmann Bjorn Ommer DiffM 38 156 0 19 Aug 2021
Detailed Avatar Recovery from Single Image Hao Zhu Wei Ji Haotian Yang Sen Wang Xun Cao Ruigang Yang 3DH 35 20 0 06 Aug 2021
RankSRGAN: Super Resolution Generative Adversarial Networks with Learning to Rank Wenlong Zhang Yihao Liu Chao Dong Yulin Qiao GAN 30 37 0 20 Jul 2021
Unsupervised Learning of Depth and Depth-of-Field Effect from Natural Images with Aperture Rendering Generative Adversarial Networks Takuhiro Kaneko GAN 36 5 0 24 Jun 2021
Feature Alignment as a Generative Process T. S. Farias Jonas Maziero DiffM BDL 21 1 0 23 Jun 2021
Large-scale optimal transport map estimation using projection pursuit Cheng Meng Y. Ke Jingyi Zhang Mengrui Zhang Wenxuan Zhong Ping Ma OT 24 38 0 09 Jun 2021
Improving Neural Silent Speech Interface Models by Adversarial Training Amin Honarmandi Shandiz L. Tóth G. Gosztolya Alexandra Markó Tamás Gábor Csapó AAML GAN 24 7 0 23 Apr 2021
Revisiting Light Field Rendering with Deep Anti-Aliasing Neural Network Gaochang Wu Yebin Liu Lu Fang Tianyou Chai 23 56 0 14 Apr 2021
The Spatially-Correlative Loss for Various Image Translation Tasks Chuanxia Zheng Tat-Jen Cham Jianfei Cai 30 116 0 02 Apr 2021
A General Framework for Learning Prosodic-Enhanced Representation of Rap Lyrics Hongru Liang Haozheng Wang Qian Li Jun Wang Guandong Xu Jiawei Chen Jinmao Wei Zhenglu Yang 11 0 0 23 Mar 2021
How Privacy-Preserving are Line Clouds? Recovering Scene Details from 3D Lines Kunal Chelani Fredrik Kahl Torsten Sattler 3DPC 25 23 0 08 Mar 2021
Deep Generative Modelling: A Comparative Review of VAEs, GANs, Normalizing Flows, Energy-Based and Autoregressive Models Sam Bond-Taylor Adam Leach Yang Long Chris G. Willcocks VLM TPM 41 481 0 08 Mar 2021
A Comprehensive Review of Deep Learning-based Single Image Super-resolution S. M. A. Bashir Yi Wang Mahrukh Khan Yilong Niu SupR AI4Cl 40 112 0 18 Feb 2021
Taming Transformers for High-Resolution Image Synthesis Patrick Esser Robin Rombach Bjorn Ommer ViT 64 2,819 0 17 Dec 2020
Image Inpainting Guided by Coherence Priors of Semantics and Textures Liang Liao Jing Xiao Zechuan Wang Chia-Wen Lin Shiníchi Satoh 21 88 0 15 Dec 2020
Melody-Conditioned Lyrics Generation with SeqGANs Yihao Chen Alexander Lerch GAN MGen 32 29 0 28 Oct 2020
Self-Learning Transformations for Improving Gaze and Head Redirection Yufeng Zheng Seonwook Park Xucong Zhang Shalini De Mello Otmar Hilliges 39 40 0 23 Oct 2020
Perceptual underwater image enhancement with deep learning and physical priors Long Chen Zheheng Jiang Lei Tong Zhihua Liu Aite Zhao Qianni Zhang Junyu Dong Huiyu Zhou 24 33 0 21 Aug 2020
Expressive TTS Training with Frame and Style Reconstruction Loss Rui Liu Berrak Sisman Guanglai Gao Haizhou Li 32 73 0 04 Aug 2020
Multi-level Wavelet-based Generative Adversarial Network for Perceptual Quality Enhancement of Compressed Video Jianyi Wang Xin Deng Mai Xu Congyong Chen Yuhang Song GAN 34 45 0 02 Aug 2020
Contrastive Learning for Unpaired Image-to-Image Translation Taesung Park Alexei A. Efros Richard Y. Zhang Jun-Yan Zhu SSL 36 1,190 0 30 Jul 2020
Spatial-Angular Attention Network for Light Field Reconstruction Gaochang Wu Yingqian Wang Yebin Liu Lu Fang Tianyou Chai 3DV 34 45 0 05 Jul 2020
Swapping Autoencoder for Deep Image Manipulation Taesung Park Jun-Yan Zhu Oliver Wang Jingwan Lu Eli Shechtman Alexei A. Efros Richard Y. Zhang 27 332 0 01 Jul 2020
Video-Grounded Dialogues with Pretrained Generation Language Models Hung Le Guosheng Lin 34 28 0 27 Jun 2020
High-contrast "gaudy" images improve the training of deep neural network models of visual cortex Benjamin R. Cowley Jonathan W. Pillow 24 10 0 13 Jun 2020
Privacy-Preserving Image Features via Adversarial Affine Subspace Embeddings Mihai Dusmanu Johannes L. Schonberger Sudipta N. Sinha Marc Pollefeys PICV 44 9 0 11 Jun 2020
Semantic Photo Manipulation with a Generative Image Prior David Bau Hendrik Strobelt William S. Peebles Jonas Wulff Bolei Zhou Jun-Yan Zhu Antonio Torralba GAN 33 349 0 15 May 2020
State of the Art on Neural Rendering A. Tewari Ohad Fried Justus Thies Vincent Sitzmann Stephen Lombardi ... Christian Theobalt Maneesh Agrawala Eli Shechtman Dan B. Goldman Michael Zollhöfer 3DH 3DV 39 466 0 08 Apr 2020
Information Leakage in Embedding Models Congzheng Song A. Raghunathan MIACV 21 262 0 31 Mar 2020
Pretraining Image Encoders without Reconstruction via Feature Prediction Loss G. Pihlgren Fredrik Sandin Marcus Liwicki 18 3 0 16 Mar 2020
Synthesizing human-like sketches from natural images using a conditional convolutional decoder Moritz Kampelmühler A. Pinz 24 17 0 16 Mar 2020
Guidance and Evaluation: Semantic-Aware Image Inpainting for Mixed Scenes Liang Liao Jing Xiao Zheng Wang Chia-Wen Lin Shiníchi Satoh 23 108 0 15 Mar 2020
Hierarchical Models: Intrinsic Separability in High Dimensions Wen-Yan Lin 19 0 0 15 Mar 2020
Semantic Pyramid for Image Generation Assaf Shocher Yossi Gandelsman Inbar Mosseri Michal Yarom Michal Irani William T. Freeman Tali Dekel GAN 28 55 0 13 Mar 2020
Improving Image Autoencoder Embeddings with Perceptual Loss G. Pihlgren Fredrik Sandin Marcus Liwicki 25 33 0 10 Jan 2020
Image2StyleGAN++: How to Edit the Embedded Images? Rameen Abdal Yipeng Qin Peter Wonka 28 553 0 26 Nov 2019
Projection-to-Projection Translation for Hybrid X-ray and Magnetic Resonance Imaging Bernhard Stimpel Christopher Syben Tobias Würfl Katharina Breininger P. Hoelter Arnd Dörfler Andreas Maier MedIm 25 9 0 19 Nov 2019
A New Ensemble Adversarial Attack Powered by Long-term Gradient Memories Zhaohui Che Ali Borji Guangtao Zhai Suiyi Ling Jing Li P. Le Callet AAML FedML 14 30 0 18 Nov 2019