v1v2 (latest)

Autoencoding beyond pixels using a learned similarity metric

31 December 2015

Anders Boesen Lindbo Larsen

Papers citing "Autoencoding beyond pixels using a learned similarity metric"

50 / 930 papers shown

Title
Metadata-Conditioned Generative Models to Synthesize Anatomically-Plausible 3D Brain MRIs Wei Peng Tomas Bosschieter J. Ouyang Robert Paul Ehsan Adeli Qingyu Zhao K. Pohl MedIm 194 12 0 07 Oct 2023
Deep Learning in Deterministic Computational Mechanics L. Herrmann Stefan Kollmannsberger AI4CE PINN 267 1 0 27 Sep 2023
How to train your VAEInternational Conference on Information Photonics (ICIP), 2023 Mariano Rivera DRL 115 2 0 22 Sep 2023
Learning Nonparametric High-Dimensional Generative Models: The Empirical-Beta-Copula Autoencoder Maximilian Coblenz Oliver Grothe Fabian Kächele SyDa DRL 195 1 0 18 Sep 2023
Deep conditional generative models for longitudinal single-slice abdominal computed tomography harmonization Xin Yu Qi Yang Yucheng Tang Riqiang Gao Shunxing Bao ... Ho Hin Lee Yuankai Huo A. Moore Luigi Ferrucci Bennett A. Landman 112 2 0 17 Sep 2023
A Bayesian Non-parametric Approach to Generative Models: Integrating Variational Autoencoder and Generative Adversarial Networks using Wasserstein and Maximum Mean Discrepancy Forough Fazeli Asl M. Zhang GAN 112 4 0 27 Aug 2023
Exploiting Time-Frequency Conformers for Music Audio EnhancementACM Multimedia (ACM MM), 2023 Yunkee Chae Junghyun Koo Sungho Lee Kyogu Lee 153 8 0 24 Aug 2023
Physics-guided training of GAN to improve accuracy in airfoil design synthesisComputer Methods in Applied Mechanics and Engineering (CMAME), 2023 Kazunari Wada Katsuyuki Suzuki Kazuo Yonekura AI4CE 110 21 0 19 Aug 2023
iSTFTNet2: Faster and More Lightweight iSTFT-Based Neural Vocoder Using 1D-2D CNNInterspeech (Interspeech), 2023 Takuhiro Kaneko Hirokazu Kameoka Kou Tanaka Shogo Seki 154 8 0 14 Aug 2023
Generative Adversarial Networks for Stain Normalisation in Histopathology Jack Breen K. Zucker Katie Allen Nishant Ravikumar Nicolas M. Orsi GAN MedIm 146 2 0 05 Aug 2023
Deep Learning Approaches for Data Augmentation in Medical Imaging: A ReviewJournal of Imaging (JI), 2023 Aghiles Kebaili J. Lapuyade-Lahorgue S. Ruan MedIm 174 210 0 24 Jul 2023
Patch-Wise Point Cloud Generation: A Divide-and-Conquer Approach Cheng Wen Baosheng Yu Rao Fu Dacheng Tao 3DPC 148 1 0 22 Jul 2023
Complexity Matters: Rethinking the Latent Space for Generative ModelingNeural Information Processing Systems (NeurIPS), 2023 Tianyang Hu Fei Chen Hong Wang Jiawei Li Wei Cao Jiacheng Sun Hao Sun DiffM 288 17 0 17 Jul 2023
S-HR-VQVAE: Sequential Hierarchical Residual Learning Vector Quantized Variational Autoencoder for Video PredictionIEEE transactions on multimedia (IEEE TMM), 2023 Mohammad Adiban Kalin Stefanov Sabato Marco Siniscalchi G. Salvi 213 3 0 13 Jul 2023
Data-driven Nonlinear Parametric Model Order Reduction Framework using Deep Hierarchical Variational AutoencoderEngineering computations (Eng. Comput.), 2023 Sihun Lee Sangmin Lee Ki-Hyun Jang Haeseong Cho Sang-Joon Shin 146 9 0 10 Jul 2023
Joint Level Generation and Translation Using Gameplay Videos Negar Mirgati Matthew J. Guzdial VGen 104 1 0 29 Jun 2023
Faithful Synthesis of Low-dose Contrast-enhanced Brain MRI Scans using Noise-preserving Conditional GANsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Thomas Pinetz Erich Kobler Robert Haase K. Deike-Hofmann A. Radbruch Alexander Effland MedIm 139 9 0 26 Jun 2023
HiddenSinger: High-Quality Singing Voice Synthesis via Neural Audio Codec and Latent Diffusion ModelsNeural Networks (Neural Netw.), 2023 Ji-Sang Hwang Sang-Hoon Lee Seong-Whan Lee DiffM 141 18 0 12 Jun 2023
Synthesizing Affective Neurophysiological Signals Using Generative Models: A Review PaperJournal of Neuroscience Methods (J. Neurosci. Methods), 2023 A. F. Nia Vanessa Tang G. M. Talou Mark Billinghurst 119 7 0 05 Jun 2023
In-the-wild Speech Emotion Conversion Using Disentangled Self-Supervised Representations and Neural Vocoder-based Resynthesis N. Prabhu N. Lehmann-Willenbrock Timo Gerkmann 163 4 0 02 Jun 2023
An Overview on Generative AI at Scale with Edge-Cloud ComputingIEEE Open Journal of the Communications Society (JOCS), 2023 Yun Cheng Wang Jintang Xue Chengwei Wei C.-C. Jay Kuo 191 53 0 02 Jun 2023
Fascinating Supervisory Signals and Where to Find Them: Deep Anomaly Detection with Scale LearningInternational Conference on Machine Learning (ICML), 2023 Hongzuo Xu Yijie Wang Juhui Wei Songlei Jian Yizhou Li Ninghui Liu 135 56 0 25 May 2023
KARNet: Kalman Filter Augmented Recurrent Neural Network for Learning World Models in Autonomous Driving Tasks Hemanth Manjunatha A. Pak Dimitar Filev Panagiotis Tsiotras 194 5 0 24 May 2023
A One-Class Classifier for the Detection of GAN Manipulated Multi-Spectral Satellite ImagesRemote Sensing (RS), 2023 Lydia Abady Giovanna Maria Dimitri Mauro Barni 162 4 0 19 May 2023
JoIN: Joint GANs Inversion for Intrinsic Image Decomposition Viraj Shah Svetlana Lazebnik Julien Philip GAN 219 4 0 18 May 2023
Vaxformer: Antigenicity-controlled Transformer for Vaccine Design Against SARS-CoV-2 Aryo Pradipta Gema Michal Kobiela Achille Fraisse A. Rajan Diego A. Oyarzún J. Alfaro 108 1 0 18 May 2023
Smart Home Energy Management: VAE-GAN synthetic dataset generator and Q-learningIEEE Transactions on Smart Grid (IEEE Trans. Smart Grid), 2023 Mina Razghandi Hao Zhou Melike Erol-Kantarci D. Turgut 128 45 0 14 May 2023
Spider GAN: Leveraging Friendly Neighbors to Accelerate GAN TrainingComputer Vision and Pattern Recognition (CVPR), 2023 Aadithya Srikanth C. Seelamantula GAN 357 3 0 12 May 2023
A multimodal dynamical variational autoencoder for audiovisual speech representation learningNeural Networks (NN), 2022 Samir Sadok Simon Leglaive Laurent Girin Xavier Alameda-Pineda Renaud Séguier 303 19 0 05 May 2023
LayoutDM: Transformer-based Diffusion Model for Layout GenerationComputer Vision and Pattern Recognition (CVPR), 2023 Shang Chai Liansheng Zhuang Feng Yan DiffM 205 75 0 04 May 2023
Make It So: Steering StyleGAN for Any Image Inversion and Editing Anand Bhattad Viraj Shah Derek Hoiem David A. Forsyth DiffM 189 12 0 27 Apr 2023
DiffVoice: Text-to-Speech with Latent DiffusionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Zhijun Liu Yiwei Guo K. Yu DiffM 155 27 0 23 Apr 2023
A Semi-Supervised Framework for Misinformation DetectionIFIP Working Conference on Database Semantics (IWDS), 2023 Yueyang Liu Zois Boukouvalas Nathalie Japkowicz 148 0 0 22 Apr 2023
Physical Knowledge Enhanced Deep Neural Network for Sea Surface Temperature PredictionIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 Yuxin Meng Feng Gao Eric Rigall Ran Dong Junyu Dong Q. Du 137 37 0 19 Apr 2023
To Compress or Not to Compress- Self-Supervised Learning and Information Theory: A ReviewEntropy (Entropy), 2023 Ravid Shwartz-Ziv Yann LeCun SSL 499 98 0 19 Apr 2023
Explicitly Minimizing the Blur Error of Variational AutoencodersInternational Conference on Learning Representations (ICLR), 2023 G. Bredell Kyriakos Flouris K. Chaitanya Ertunc Erdil E. Konukoglu 133 35 0 12 Apr 2023
Video Event Restoration Based on Keyframes for Video Anomaly DetectionComputer Vision and Pattern Recognition (CVPR), 2023 Zhiwei Yang Jing Liu Zhaoyang Wu Peng Wu Xiaotao Liu VGen 180 97 0 11 Apr 2023
Deep Perceptual Similarity is Adaptable to Ambiguous Contexts G. Pihlgren Fredrik Sandin Marcus Liwicki 139 0 0 05 Apr 2023
MetaHead: An Engine to Create Realistic Digital Head Dingyun Zhang Chenglai Zhong Yudong Guo Yang Hong Juyong Zhang 3DH 160 6 0 03 Apr 2023
SARGAN: Spatial Attention-based Residuals for Facial Expression Manipulation Arbish Akram Nazar Khan GAN CVBM 184 12 0 30 Mar 2023
SC-VAE: Sparse Coding-based Variational Autoencoder with Learned ISTAPattern Recognition (Pattern Recogn.), 2023 Pan Xiao Peijie Qiu Sungmin Ha Abdalla Bani Shuang Zhou Aristeidis Sotiras DRL 139 13 0 29 Mar 2023
Generalizable Denoising of Microscopy Images using Generative Adversarial Networks and Contrastive Learning Félix Fuentes-Hurtado J. Sibarita V. Viasnoff DiffM MedIm 128 2 0 27 Mar 2023
Spatial Latent Representations in Generative Adversarial Networks for Image Generation Maciej Sypetkowski GAN 124 1 0 25 Mar 2023
Wave-U-Net Discriminator: Fast and Lightweight Discriminator for Generative Adversarial Network-Based Speech SynthesisIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Takuhiro Kaneko Hirokazu Kameoka Kou Tanaka Shogo Seki 97 12 0 24 Mar 2023
High Fidelity Image Synthesis With Deep VAEs In Latent Space Troy Luhman Eric Luhman DRL 3DV 127 12 0 23 Mar 2023
Generative Image Inpainting with Segmentation Confusion Adversarial Training and Contrastive LearningAAAI Conference on Artificial Intelligence (AAAI), 2023 Zhiwen Zuo Lei Zhao Ailin Li Zhizhong Wang Zhanjie Zhang Jiafu Chen Wei Xing Dongming Lu 187 29 0 23 Mar 2023
Synthetic Health-related Longitudinal Data with Mixed-type Variables Generated using Diffusion Models N. Kuo Louisa R Jorm S. Barbieri DiffM 165 16 0 22 Mar 2023
Generative Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2023 Jia-Qing Chen Jiachen Lu Xiatian Zhu Li Zhang GAN ISeg VLM 167 57 0 20 Mar 2023
Unsupervised Intrinsic Image Decomposition with LiDAR IntensityComputer Vision and Pattern Recognition (CVPR), 2023 Shogo Sato Yasuhiro Yao Taiga Yoshida Takuhiro Kaneko Shingo Ando Junici Shimamura 176 10 0 20 Mar 2023
Detecting Images Generated by DiffusersPeerJ Computer Science (PeerJ Comput. Sci.), 2023 D. Coccomini Andrea Esuli Fabrizio Falchi Claudio Gennaro Giuseppe Amato DiffM 174 21 0 09 Mar 2023