@inproceedings{bb160200,
AUTHOR = "Wang, G.R. and Tang, Y.S. and Lin, L. and Torr, P.H.S.",
TITLE = "Semantic-Aware Auto-Encoders for Self-supervised Representation
Learning",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "9654-9665",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156099"}
@inproceedings{bb160201,
AUTHOR = "Anvekar, T. and Tabib, R.A. and Hegde, D. and Mudengudi, U.",
TITLE = "VG-VAE: A Venatus Geometry Point-Cloud Variational Auto-Encoder",
BOOKTITLE = DLGC22,
YEAR = "2022",
PAGES = "2977-2984",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156100"}
@inproceedings{bb160202,
AUTHOR = "Karunratanakul, K. and Preechakul, K. and Aksan, E. and Beeler, T. and Suwajanakorn, S. and Tang, S.",
TITLE = "Optimizing Diffusion Noise Can Serve As Universal Motion Priors",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "1334-1345",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156101"}
@inproceedings{bb160203,
AUTHOR = "Preechakul, K. and Chatthee, N. and Wizadwongsa, S. and Suwajanakorn, S.",
TITLE = "Diffusion Autoencoders:
Toward a Meaningful and Decodable Representation",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "10609-10619",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156102"}
@inproceedings{bb160204,
AUTHOR = "Chauhan, K. and Mohan, U.B. and Shenoy, P. and Gupta, M. and Sridharan, D.",
TITLE = "Robust outlier detection by de-biasing VAE likelihoods",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "9871-9880",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156103"}
@inproceedings{bb160205,
AUTHOR = "Kim, M.Y.",
TITLE = "Gaussian Process Modeling of Approximate Inference Errors for
Variational Autoencoders",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "244-253",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156104"}
@inproceedings{bb160206,
AUTHOR = "Foti, S. and Koo, B.J. and Stoyanov, D. and Clarkson, M.J.",
TITLE = "3D Shape Variational Autoencoder Latent Disentanglement via
Mini-Batch Feature Swapping for Bodies and Faces",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "18709-18718",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156105"}
@inproceedings{bb160207,
AUTHOR = "Shao, H.J. and Yang, Y.F. and Lin, H.H. and Lin, L.Z. and Chen, Y.Z. and Yang, Q.M. and Zhao, H.",
TITLE = "Rethinking Controllable Variational Autoencoders",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "19228-19237",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156106"}
@inproceedings{bb160208,
AUTHOR = "Abukmeil, M. and Ferrari, S. and Genovese, A. and Piuri, V. and Scotti, F.",
TITLE = "Grad2 VAE: An Explainable Variational Autoencoder Model Based on Online
Attentions Preserving Curvatures of Representations",
BOOKTITLE = CIAP22,
YEAR = "2022",
PAGES = "I:670-681",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156107"}
@inproceedings{bb160209,
AUTHOR = "Bastos, I.L.O. and Melo, V.H.C. and Prates, R.F. and Schwartz, W.R.",
TITLE = "DASP: Dual-autoencoder Architecture for Skin Prediction",
BOOKTITLE = CIAP22,
YEAR = "2022",
PAGES = "II:429-441",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156108"}
@inproceedings{bb160210,
AUTHOR = "Hahner, S. and Garcke, J.",
TITLE = "Mesh Convolutional Autoencoder for Semi-Regular Meshes of Different
Sizes",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "2344-2353",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156109"}
@inproceedings{bb160211,
AUTHOR = "Sharma, R. and Mashkaria, S. and Awate, S.P.",
TITLE = "A Semi-supervised Generalized VAE Framework for Abnormality Detection
using One-Class Classification",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "1302-1310",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156110"}
@inproceedings{bb160212,
AUTHOR = "Vercheval, N. and Pizurica, A.",
TITLE = "Hierarchical Variational Autoencoders for Visual Counterfactuals",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "2513-2517",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156111"}
@inproceedings{bb160213,
AUTHOR = "Inoue, N. and Yamada, R. and Kawakami, R. and Sato, I.",
TITLE = "Disentangling Latent Groups of Factors",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "2548-2552",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156112"}
@inproceedings{bb160214,
AUTHOR = "Nakagawa, N. and Togo, R. and Ogawa, T. and Haseyama, M.",
TITLE = "Interpretable Representation Learning on Natural Image Datasets via
Reconstruction in Visual-Semantic Embedding Space",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "2473-2477",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156113"}
@inproceedings{bb160215,
AUTHOR = "Sadeghi, M. and Armanfard, N.",
TITLE = "IDECF: Improved Deep Embedding Clustering With Deep Fuzzy Supervision",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "1009-1013",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156114"}
@inproceedings{bb160216,
AUTHOR = "Keller, T.A. and Welling, M.",
TITLE = "Predictive Coding with Topographic Variational Autoencoders",
BOOKTITLE = VIPriors21,
YEAR = "2021",
PAGES = "1086-1091",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156115"}
@inproceedings{bb160217,
AUTHOR = "Sharma, M. and Markopoulos, P.P. and Saber, E. and Asif, M.S. and Prater Bennette, A.",
TITLE = "Convolutional Auto-Encoder with Tensor-Train Factorization",
BOOKTITLE = RSLCV21,
YEAR = "2021",
PAGES = "198-206",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156116"}
@inproceedings{bb160218,
AUTHOR = "Yang, M.Y. and Liu, F. and Chen, Z.T. and Shen, X.W. and Hao, J.Y. and Wang, J.",
TITLE = "CausalVAE:
Disentangled Representation Learning via Neural Structural Causal Models",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "9588-9597",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156117"}
@inproceedings{bb160219,
AUTHOR = "Gadirov, H. and Tkachev, G. and Ertl, T. and Frey, S.",
TITLE = "Evaluation and Selection of Autoencoders for Expressive Dimensionality
Reduction of Spatial Ensembles",
BOOKTITLE = ISVC21,
YEAR = "2021",
PAGES = "I:222-234",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156118"}
@inproceedings{bb160220,
AUTHOR = "Zhu, X.Q. and Xu, C. and Tao, D.C.",
TITLE = "Where and What? Examining Interpretable Disentangled Representations",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "5857-5866",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156119"}
@inproceedings{bb160221,
AUTHOR = "Park, J. and Cho, J. and Chang, H.J. and Choi, J.Y.",
TITLE = "Unsupervised Hyperbolic Representation Learning via Message Passing
Auto-Encoders",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "5512-5522",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156120"}
@inproceedings{bb160222,
AUTHOR = "Daniel, T. and Tamar, A.",
TITLE = "Soft-IntroVAE: Analyzing and Improving the Introspective Variational
Autoencoder",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "4389-4398",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156121"}
@inproceedings{bb160223,
AUTHOR = "Braunsmann, J. and Rajkovic, M. and Rumpf, M. and Wirth, B.",
TITLE = "Learning low bending and low distortion manifold embeddings",
BOOKTITLE = Diff-CVML21,
YEAR = "2021",
PAGES = "4411-4419",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156122"}
@inproceedings{bb160224,
AUTHOR = "Lee, M. and Pavlovic, V.",
TITLE = "Private-Shared Disentangled Multimodal VAE for Learning of Latent
Representations",
BOOKTITLE = MULA21,
YEAR = "2021",
PAGES = "1692-1700",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156123"}
@inproceedings{bb160225,
AUTHOR = "Rodriguez, E.G.",
TITLE = "On Disentanglement and Mutual Information in Semi-Supervised
Variational Auto-Encoders",
BOOKTITLE = LXCV21,
YEAR = "2021",
PAGES = "1257-1262",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156124"}
@inproceedings{bb160226,
AUTHOR = "He, Z.X. and Singhal, M.",
TITLE = "Adversarial Defense Through High Frequency Loss Variational
Autoencoder Decoder and Bayesian Update With Collective Voting",
BOOKTITLE = MVA21,
YEAR = "2021",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156125"}
@inproceedings{bb160227,
AUTHOR = "Ojeda, C. and Sanchez, R.J. and Cvejoski, K. and Schucker, J. and Bauckhagez, C. and Georgievz, B.",
TITLE = "Auto Encoding Explanatory Examples with Stochastic Paths",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "6219-6226",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156126"}
@inproceedings{bb160228,
AUTHOR = "Ringqvist, C. and Butepage, J. and Kjellstrom, H. and Hult, H.",
TITLE = "Interpolation in Auto Encoders with Bridge Processes",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "5973-5980",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156127"}
@inproceedings{bb160229,
AUTHOR = "McConville, R. and Santos Rodriguez, R. and Piechocki, R.J. and Craddock, I.",
TITLE = "N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of
an Autoencoded Embedding",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "5145-5152",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156128"}
@inproceedings{bb160230,
AUTHOR = "Ji, Q. and Sun, Y.F. and Hu, Y.L. and Yin, B.C.",
TITLE = "Variational Deep Embedding Clustering by Augmented Mutual Information
Maximization",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "2196-2202",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156129"}
@inproceedings{bb160231,
AUTHOR = "Khan, R.A. and Anwaar, M.U. and Kleinsteuber, M.",
TITLE = "Epitomic Variational Graph Autoencoder",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "7203-7210",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156130"}
@inproceedings{bb160232,
AUTHOR = "Pihlgren, G.G. and Sandin, F. and Liwicki, M.",
TITLE = "Pretraining Image Encoders without Reconstruction via Feature
Prediction Loss",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "4105-4111",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156131"}
@inproceedings{bb160233,
AUTHOR = "Talafha, S. and Rekabdar, B. and Mousas, C. and Ekenna, C.",
TITLE = "Biologically Inspired Sleep Algorithm for Variational Auto-encoders",
BOOKTITLE = ISVC20,
YEAR = "2020",
PAGES = "I:54-67",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156132"}
@inproceedings{bb160234,
AUTHOR = "Tran, D.H. and Meunier, M. and Cheriet, F.",
TITLE = "Deep Image Clustering Using Self-learning Optimization in a Variational
Auto-encoder",
BOOKTITLE = DLPR20,
YEAR = "2020",
PAGES = "736-749",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156133"}
@inproceedings{bb160235,
AUTHOR = "Kim, B.C. and Kim, J.U. and Lee, H. and Ro, Y.M.",
TITLE = "Revisiting Role of Autoencoders in Adversarial Settings",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "1856-1860",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156134"}
@inproceedings{bb160236,
AUTHOR = "Guo, Z.Y. and Wu, Y.J. and Feng, R.S. and Zhang, Z.Z. and Chen, Z.B.",
TITLE = "3-D Context Entropy Model for Improved Practical Image Compression",
BOOKTITLE = CLIC20,
YEAR = "2020",
PAGES = "520-523",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156135"}
@inproceedings{bb160237,
AUTHOR = "Zhang, Z. and Sun, L. and Zheng, Z. and Li, Q.",
TITLE = "Disentangling The Spatial Structure and Style in Conditional VAE",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "1626-1630",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156136"}
@inproceedings{bb160238,
AUTHOR = "Campo, D. and Slavic, G. and Baydoun, M. and Marcenaro, L. and Regazzoni, C.",
TITLE = "Continual Learning Of Predictive Models In Video Sequences Via
Variational Autoencoders",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "753-757",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156137"}
@inproceedings{bb160239,
AUTHOR = "Li, H. and Lindenbaum, O. and Cheng, X.Y. and Cloninger, A.",
TITLE = "Variational Diffusion Autoencoders with Random Walk Sampling",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXIII:362-378",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156138"}
@inproceedings{bb160240,
AUTHOR = "Wannenwetsch, A.S. and Roth, S.",
TITLE = "Probabilistic Pixel-Adaptive Refinement Networks",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "11639-11648",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156139"}
@inproceedings{bb160241,
AUTHOR = "Yuan, Y. and Lai, Y. and Yang, J. and Duan, Q. and Fu, H. and Gao, L.",
TITLE = "Mesh Variational Autoencoders with Edge Contraction Pooling",
BOOKTITLE = L3DGM20,
YEAR = "2020",
PAGES = "1105-1112",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156140"}
@inproceedings{bb160242,
AUTHOR = "Yadav, R. and Sardana, A. and Namboodiri, V.P. and Hegde, R.M.",
TITLE = "Bridged Variational Autoencoders for Joint Modeling of Images and
Attributes",
BOOKTITLE = WACV20,
YEAR = "2020",
PAGES = "1468-1476",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156141"}
@inproceedings{bb160243,
AUTHOR = "Liu, W. and Li, R. and Zheng, M. and Karanam, S. and Wu, Z. and Bhanu, B. and Radke, R.J. and Camps, O.",
TITLE = "Towards Visually Explaining Variational Autoencoders",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "8639-8648",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156142"}
@inproceedings{bb160244,
AUTHOR = "Gupta, K. and Singh, S. and Shrivastava, A.",
TITLE = "PatchVAE: Learning Local Latent Codes for Recognition",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "4745-4754",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156143"}
@inproceedings{bb160245,
AUTHOR = "Vowels, M.J. and Cihan Camgoz, N. and Bowden, R.",
TITLE = "NestedVAE: Isolating Common Factors via Weak Supervision",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "9199-9209",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156144"}
@inproceedings{bb160246,
AUTHOR = "Yang, L. and Cheung, N. and Li, J. and Fang, J.",
TITLE = "Deep Clustering by Gaussian Mixture Variational Autoencoders With
Graph Embedding",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "6439-6448",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156145"}
@inproceedings{bb160247,
AUTHOR = "Ding, Z. and Xu, Y.F. and Xu, W.J. and Parmar, G. and Yang, Y. and Welling, M. and Tu, Z.W.",
TITLE = "Guided Variational Autoencoder for Disentanglement Learning",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "7917-7926",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156146"}
@inproceedings{bb160248,
AUTHOR = "Zheng, Z.L. and Sun, L.",
TITLE = "Disentangling Latent Space for VAE by Label Relevant/Irrelevant
Dimensions",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "12184-12193",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156147"}
@inproceedings{bb160249,
AUTHOR = "Rolinek, M. and Zietlow, D. and Martius, G.",
TITLE = "Variational Autoencoders Pursue PCA Directions (by Accident)",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "12398-12407",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156148"}
@inproceedings{bb160250,
AUTHOR = "Felsen, P. and Lucey, P. and Ganguly, S.",
TITLE = "Where Will They Go? Predicting Fine-Grained Adversarial Multi-agent
Motion Using Conditional Variational Autoencoders",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "XI: 761-776",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156149"}
@inproceedings{bb160251,
AUTHOR = "Shang, W.L. and Sohn, K. and Tian, Y.D.",
TITLE = "Channel-Recurrent Autoencoding for Image Modeling",
BOOKTITLE = WACV18,
YEAR = "2018",
PAGES = "1195-1204",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156150"}
@inproceedings{bb160252,
AUTHOR = "Bidart, R. and Wong, A.",
TITLE = "Affine Variational Autoencoders",
BOOKTITLE = ICIAR19,
YEAR = "2019",
PAGES = "I:461-472",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156151"}
@inproceedings{bb160253,
AUTHOR = "Mohbat and Mukhtar, T. and Khurshid, N. and Taj, M.",
TITLE = "Dimensionality Reduction Using Discriminative Autoencoders for Remote
Sensing Image Retrieval",
BOOKTITLE = CIAP19,
YEAR = "2019",
PAGES = "I:499-508",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156152"}
@inproceedings{bb160254,
AUTHOR = "Kim, M.Y. and Wang, Y.T. and Sahu, P. and Pavlovic, V.",
TITLE = "Bayes-Factor-VAE: Hierarchical Bayesian Deep Auto-Encoder Models for
Factor Disentanglement",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "2979-2987",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156153"}
@inproceedings{bb160255,
AUTHOR = "Tan, Q. and Gao, L. and Lai, Y. and Xia, S.",
TITLE = "Variational Autoencoders for Deforming 3D Mesh Models",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "5841-5850",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156154"}
@inproceedings{bb160256,
AUTHOR = "Yoo, Y. and Yun, S. and Chang, H.J. and Demiris, Y. and Choi, J.Y.",
TITLE = "Variational Autoencoded Regression:
High Dimensional Regression of Visual Data on Complex Manifold",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "2943-2952",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156155"}
@inproceedings{bb160257,
AUTHOR = "Abbasnejad, M.E. and Dick, A. and van den Hengel, A.J.",
TITLE = "Infinite Variational Autoencoder for Semi-Supervised Learning",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "781-790",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156156"}
@inproceedings{bb160258,
AUTHOR = "Goyal, P. and Hu, Z. and Liang, X. and Wang, C. and Xing, E.P. and Mellon, C.",
TITLE = "Nonparametric Variational Auto-Encoders for Hierarchical
Representation Learning",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "5104-5112",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156157"}
@inproceedings{bb160259,
AUTHOR = "Wang, W. and Huang, Y. and Wang, Y.Z. and Wang, L.",
TITLE = "Generalized Autoencoder:
A Neural Network Framework for Dimensionality Reduction",
BOOKTITLE = DeepLearn14,
YEAR = "2014",
PAGES = "496-503",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654vae2.html#TT156158"}
@article{bb160260,
AUTHOR = "Xu, W.J. and Keshmiri, S. and Wang, G.H.",
TITLE = "Adversarially Approximated Autoencoder for Image Generation and
Manipulation",
JOURNAL = MultMed,
VOLUME = "21",
YEAR = "2019",
NUMBER = "9",
MONTH = "September",
PAGES = "2387-2396",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156159"}
@article{bb160261,
AUTHOR = "Zakharov, N. and Su, H. and Zhu, J. and Glascher, J.",
TITLE = "Towards controllable image descriptions with semi-supervised VAE",
JOURNAL = JVCIR,
VOLUME = "63",
YEAR = "2019",
PAGES = "102574",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156160"}
@article{bb160262,
AUTHOR = "Duan, X.T. and Liu, J.J. and Zhang, E.",
TITLE = "Efficient image encryption and compression based on a VAE generative
model",
JOURNAL = RealTimeIP,
VOLUME = "16",
YEAR = "2019",
NUMBER = "3",
MONTH = "June",
PAGES = "765-773",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156161"}
@article{bb160263,
AUTHOR = "Liu, S.Q. and Liu, J.X. and Zhao, Q. and Cao, X.Y. and Li, H.B. and Meng, D.Y. and Meng, H.Y. and Liu, S.",
TITLE = "Discovering influential factors in variational autoencoders",
JOURNAL = PR,
VOLUME = "100",
YEAR = "2020",
PAGES = "107166",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156162"}
@article{bb160264,
AUTHOR = "Joo, W.Y. and Lee, W.S. and Park, S. and Moon, I.C.",
TITLE = "Dirichlet Variational Autoencoder",
JOURNAL = PR,
VOLUME = "107",
YEAR = "2020",
PAGES = "107514",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156163"}
@article{bb160265,
AUTHOR = "Kim, D.J. and Song, K. and Kim, Y.Y. and Shin, Y.J. and Kang, W. and Moon, I.C. and Joo, W.Y.",
TITLE = "Sequential Likelihood-Free Inference with Neural Proposal",
JOURNAL = PRL,
VOLUME = "169",
YEAR = "2023",
PAGES = "102-109",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156164"}
@article{bb160266,
AUTHOR = "Nazabal, A. and Olmos, P.M. and Ghahramani, Z. and Valera, I.",
TITLE = "Handling incomplete heterogeneous data using VAEs",
JOURNAL = PR,
VOLUME = "107",
YEAR = "2020",
PAGES = "107501",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156165"}
@article{bb160267,
AUTHOR = "Gao, R. and Hou, X. and Qin, J. and Chen, J. and Liu, L. and Zhu, F. and Zhang, Z. and Shao, L.",
TITLE = "Zero-VAE-GAN: Generating Unseen Features for Generalized and
Transductive Zero-Shot Learning",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
PAGES = "3665-3680",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156166"}
@article{bb160268,
AUTHOR = "Gordon, J. and Hernandez Lobato, J.M.",
TITLE = "Combining deep generative and discriminative models for Bayesian
semi-supervised learning",
JOURNAL = PR,
VOLUME = "100",
YEAR = "2020",
PAGES = "107156",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156167"}
@article{bb160269,
AUTHOR = "Patacchiola, M. and Fox Roberts, P. and Rosten, E.",
TITLE = "Y-Autoencoders: Disentangling latent representations via sequential
encoding",
JOURNAL = PRL,
VOLUME = "140",
YEAR = "2020",
PAGES = "59-65",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156168"}
@article{bb160270,
AUTHOR = "Abrol, V. and Sharma, P. and Patra, A.",
TITLE = "Improving Generative Modelling in VAEs Using Multimodal Prior",
JOURNAL = MultMed,
VOLUME = "23",
YEAR = "2021",
PAGES = "2153-2161",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156169"}
@article{bb160271,
AUTHOR = "Chen, Z.T. and Tong, L. and Qian, B. and Yu, J. and Xiao, C.B.",
TITLE = "Self-Attention-Based Conditional Variational Auto-Encoder Generative
Adversarial Networks for Hyperspectral Classification",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "16",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156170"}
@article{bb160272,
AUTHOR = "Yu, J.C. and Xu, T.Y. and Rong, Y. and Huang, J.Z. and He, R.",
TITLE = "Structure-aware conditional variational auto-encoder for constrained
molecule optimization",
JOURNAL = PR,
VOLUME = "126",
YEAR = "2022",
PAGES = "108581",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156171"}
@article{bb160273,
AUTHOR = "Xu, W.J. and Xian, Y.Q. and Wang, J.N. and Schiele, B. and Akata, Z.",
TITLE = "Attribute Prototype Network for Any-Shot Learning",
JOURNAL = IJCV,
VOLUME = "130",
YEAR = "2022",
NUMBER = "7",
MONTH = "July",
PAGES = "1735-1753",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156172"}
@inproceedings{bb160274,
AUTHOR = "Xian, Y.Q. and Sharma, S. and Schiele, B. and Akata, Z.",
TITLE = "F-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "10267-10276",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156173"}
@article{bb160275,
AUTHOR = "Ma, S.Q. and Liu, C. and Li, Z. and Yang, W.",
TITLE = "Integrating Adversarial Generative Network with Variational
Autoencoders towards Cross-Modal Alignment for Zero-Shot Remote
Sensing Image Scene Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "18",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156174"}
@article{bb160276,
AUTHOR = "Choi, J. and Hwang, G. and Kang, M.",
TITLE = "Disentangling the correlated continuous and discrete generative
factors of data",
JOURNAL = PR,
VOLUME = "133",
YEAR = "2023",
PAGES = "109055",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156175"}
@article{bb160277,
AUTHOR = "Peis, I. and Olmos, P.M. and Artes Rodriguez, A.",
TITLE = "Unsupervised learning of global factors in deep generative models",
JOURNAL = PR,
VOLUME = "134",
YEAR = "2023",
PAGES = "109130",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156176"}
@article{bb160278,
AUTHOR = "Shao, H.J. and Xiao, Z.S. and Yao, S.C. and Sun, D. and Zhang, A. and Liu, S.Z. and Wang, T. and Li, J.Y. and Abdelzaher, T.",
TITLE = "ControlVAE: Tuning, Analytical Properties, and Performance Analysis",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "9285-9297",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156177"}
@article{bb160279,
AUTHOR = "Cao, B. and Bi, Z.W. and Hu, Q.H. and Zhang, H. and Wang, N.N. and Gao, X.B. and Shen, D.G.",
TITLE = "AutoEncoder-Driven Multimodal Collaborative Learning for Medical Image
Synthesis",
JOURNAL = IJCV,
VOLUME = "131",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "1995-2014",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156178"}
@article{bb160280,
AUTHOR = "Amirfakhrian, M. and Samavati, F.F.",
TITLE = "Variational-Based Spatial-Temporal Approximation of Images in Remote
Sensing",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "13",
PAGES = "2349",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156179"}
@article{bb160281,
AUTHOR = "Zeng, J. and Jiang, W. and Yi, Z. and Shi, Y.G. and Wang, J.Y.",
TITLE = "Learning Robust Representations by Autoencoders with Dynamical
Implicit Mapping",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "1056-1060",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156180"}
@inproceedings{bb160282,
AUTHOR = "Serez, D. and Cristani, M. and Murino, V. and del Bue, A. and Morerio, P.",
TITLE = "Enhancing Hierarchical Vector Quantized Autoencoders for Image
Synthesis Through Multiple Decoders",
BOOKTITLE = CIAP23,
YEAR = "2023",
PAGES = "II:393-405",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156181"}
@inproceedings{bb160283,
AUTHOR = "Yang, H.H. and He, T. and Liu, J.H. and Chen, H. and Wu, B.X. and Lin, B.B. and He, X.F. and Ouyang, W.L.",
TITLE = "GD-MAE: Generative Decoder for MAE Pre-Training on LiDAR Point Clouds",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "9403-9414",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156182"}
@inproceedings{bb160284,
AUTHOR = "Lin, X.M. and Li, Y.K. and Hsiao, J. and Ho, C.M. and Kong, Y.",
TITLE = "Catch Missing Details: Image Reconstruction with Frequency Augmented
Variational Autoencoder",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "1736-1745",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156183"}
@inproceedings{bb160285,
AUTHOR = "Knop, S. and Spurek, P. and Mazur, M. and Tabor, J. and Podolak, I.",
TITLE = "Batch Size Reconstruction-Distribution Trade-Off In Kernel Based
Generative Autoencoders",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "3728-3732",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156184"}
@inproceedings{bb160286,
AUTHOR = "Phillips, T. and Abdulla, W.",
TITLE = "Variational Autoencoders for Generating Hyperspectral Imaging Honey
Adulteration Data",
BOOKTITLE = PBVS22,
YEAR = "2022",
PAGES = "213-220",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156185"}
@inproceedings{bb160287,
AUTHOR = "Yamaguchi, K.",
TITLE = "CanvasVAE: Learning to Generate Vector Graphic Documents",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "5461-5469",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156186"}
@inproceedings{bb160288,
AUTHOR = "Kim, J. and Yoo, J. and Lee, J.H. and Hong, S.",
TITLE = "SetVAE: Learning Hierarchical Composition for Generative Modeling of
Set-Structured Data",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "15054-15063",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156187"}
@inproceedings{bb160289,
AUTHOR = "Parmar, G. and Li, D.C. and Lee, K. and Tu, Z.W.",
TITLE = "Dual Contradistinctive Generative Autoencoder",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "823-832",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156188"}
@inproceedings{bb160290,
AUTHOR = "Goto, K. and Inoue, N.",
TITLE = "Learning VAE with Categorical Labels for Generating Conditional
Handwritten Characters",
BOOKTITLE = MVA21,
YEAR = "2021",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156189"}
@inproceedings{bb160291,
AUTHOR = "Plumerault, A. and Borgne, H.L. and Hudelot, C.",
TITLE = "AVAE: Adversarial Variational Auto Encoder",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "8687-8694",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156190"}
@inproceedings{bb160292,
AUTHOR = "Bhalodia, R. and Lee, I. and Elhabian, S.",
TITLE = "dpvaes: Fixing Sample Generation for Regularized VAEs",
BOOKTITLE = ACCV20,
YEAR = "2020",
PAGES = "IV:643-660",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156191"}
@inproceedings{bb160293,
AUTHOR = "Vowels, M.J. and Camgoz, N.C. and Bowden, R.",
TITLE = "VDSM: Unsupervised Video Disentanglement with State-Space Modeling
and Deep Mixtures of Experts",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "8172-8182",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156192"}
@inproceedings{bb160294,
AUTHOR = "Vowels, M.J. and Camgoz, N.C. and Bowden, R.",
TITLE = "Gated Variational AutoEncoders:
Incorporating Weak Supervision to Encourage Disentanglement",
BOOKTITLE = FG20,
YEAR = "2020",
PAGES = "125-132",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156193"}
@inproceedings{bb160295,
AUTHOR = "Purkait, P. and Zach, C. and Reid, I.D.",
TITLE = "SG-VAE: Scene Grammar Variational Autoencoder to Generate New Indoor
Scenes",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXIV:155-171",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156194"}
@inproceedings{bb160296,
AUTHOR = "Liang, H.W. and Zhang, Q. and Dai, P. and Lu, J.W.",
TITLE = "Boosting the Generalization Capability in Cross-Domain Few-shot
Learning via Noise-enhanced Supervised Autoencoder",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "9404-9414",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156195"}
@inproceedings{bb160297,
AUTHOR = "Ojha, U. and Li, Y.J. and Lu, J.W. and Efros, A.A. and Lee, Y.J. and Shechtman, E. and Zhang, R.",
TITLE = "Few-shot Image Generation via Cross-domain Correspondence",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "10738-10747",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156196"}
@inproceedings{bb160298,
AUTHOR = "Yoo, J. and Lee, H. and Kwak, N.",
TITLE = "Unpriortized Autoencoder For Image Generation",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "763-767",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156197"}
@inproceedings{bb160299,
AUTHOR = "Theodoridis, T. and Chatzis, T. and Solachidis, V. and Dimitropoulos, K. and Daras, P.",
TITLE = "Cross-modal Variational Alignment of Latent Spaces",
BOOKTITLE = MULWS20,
YEAR = "2020",
PAGES = "4127-4136",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654gae3.html#TT156198"}
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