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检索条件"主题词=Variational autoencoder"
1537 条 记 录,以下是1161-1170 订阅
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DiVerFed: Distribution-Aware Vertical Federated Learning for Missing Information  1
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17th International Conference on Knowledge Science, Engineering and Management (KSEM)
作者: Qiu, Pengyu Liu, Yongchao Zeng, Xintan Zhejiang Univ 866 Yuhangtang Rd Hangzhou 310058 Peoples R China Ant Grp Ant A Space 569 Xixi Rd Hangzhou Peoples R China
Vertical Federated Learning (VFL) is a prevalent paradigm designed to facilitate collaboration between multiple entities possessing distinct feature sets yet sharing a common user base for model training. However, cha... 详细信息
来源: 评论
Expressivity of Parameterized and Data-driven Representations in Quality Diversity Search
Expressivity of Parameterized and Data-driven Representation...
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2nd Genetic and Evolutionary Computation Conference (GECCO)
作者: Hagg, Alexander Berns, Sebastian Asteroth, Alexander Colton, Simon Back, Thomas Bonn Rhein Sieg Univ Appl Sci St Augustin Germany Queen Mary Univ London London England Leiden Inst Adv Comp Sci Leiden Netherlands Monash Univ SensiLab Clayton Vic Australia
We consider multi-solution optimization and generative models for the generation of diverse artifacts and the discovery of novel solutions. In cases where the domain's factors of variation are unknown or too compl... 详细信息
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WEAKLY SUPERVISED DISENTANGLEMENT WITH TRIPLET NETWORK  30
WEAKLY SUPERVISED DISENTANGLEMENT WITH TRIPLET NETWORK
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30th IEEE International Conference on Image Processing (ICIP)
作者: Coutinho, Pedro C. C. C. C. Berthoumieu, Yannick Donias, Marc Guillon, Sebastien TotalEnergies OneTech Paris France Univ Bordeaux CNRS Bordeaux INP IMSUMR 5218 Bordeaux France
variational autoencoders have gained considerable attention due to their capacity of encoding high dimensional data into a lower dimensional latent space. In this context, several methods have been proposed with the o... 详细信息
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Path Tracking Control Using Imitation Learning with variational Auto-Encoder  19
Path Tracking Control Using Imitation Learning with Variatio...
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19th International Conference on Control, Automation and Systems (ICCAS)
作者: Lee, Su-Jin Chun, Tae Yoon Lim, Hyoung Woo Lee, Sang-Ho Agcy Def Dev Inst Def Adv Technol Res Yuseong POB 35 Daejeon 34186 South Korea
This paper presents a path tracking algorithm for autonomous driving that learns an action command from high-dimensional input state vector, e.g., grid-maps. The learning framework is built upon a variational auto-enc... 详细信息
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SPEAKER AUGMENTATION FOR LOW RESOURCE SPEECH RECOGNITION
SPEAKER AUGMENTATION FOR LOW RESOURCE SPEECH RECOGNITION
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IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
作者: Du, Chenpeng Yu, Kai Shanghai Jiao Tong Univ MoE Key Lab Artificial Intelligence Dept Comp Sci & Engn SpeechLab Shanghai Peoples R China
Text-to-speech synthesis (TTS) has been used as a data augmentation approach for automatic speech recognition (ASR), leveraging additional texts for ASR training. However, in low resource tasks, usually only a limited... 详细信息
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Two Stage Anomaly Detection for Network Intrusion Detection  7th
Two Stage Anomaly Detection for Network Intrusion Detection
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7th International Conference on Information Systems Security and Privacy (ICISSP)
作者: Neuschmied, Helmut Winter, Martin Hofer-Schmitz, Katharina Stojanovic, Branka Kleb, Ulrike Joanneum Res GesmbH DIGITAL Inst Informat & Commun Technol Graz Austria Joanneum Res GesmbH POLICIES Inst Econ & Innovat Res Graz Austria
Network intrusion detection is one of the most import tasks in today's cyber-security defence applications. In the field of unsupervised learning methods, variants of variational autoencoders promise good results.... 详细信息
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Predicting Myocardial Infarction Using Retinal OCT Imaging  26th
Predicting Myocardial Infarction Using Retinal OCT Imaging
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26th Annual Conference on Medical Image Understanding and Analysis (MIUA)
作者: Garcia, Cynthia Maldonado Bonazzola, Rodrigo Ravikumar, Nishant Frangi, Alejandro F. Univ Leeds Sch Comp Ctr Computat Imaging & Simulat Technol Biomedicin Leeds England
Late-stage identification of patients at risk of myocardial infarction (MI) inhibits delivery of effective preventive care, increasing the burden on healthcare services and affecting patients' quality of life. Hen... 详细信息
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Assessing Machine Condition Using MLP and VAE-Based Classifiers Using Acceleration Sensor Data  13th
Assessing Machine Condition Using MLP and VAE-Based Classifi...
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13th International Conference on Management Science and Engineering Management (ICMSEM)
作者: Kasahara, Takehiro Yonezawa, Yuji Ueda, Yoshihiro Nambo, Hidetaka Kanazawa Univ Kanazawa Ishikawa Japan Ind Res Inst Ishikawa Uruma Ishikawa Japan
It is necessary to maintain factory production equipment so it remains in a safe or stable state. Since post-maintenance involves unplanned device shutdowns and greatly affects a wide range of production areas, both b... 详细信息
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PARAPHRASE GENERATION BASED ON VAE AND POINTER-GENERATOR NETWORKS
PARAPHRASE GENERATION BASED ON VAE AND POINTER-GENERATOR NET...
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IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)
作者: Ravuru, Lohith Choi, Hyungtak Siddarth, K. M. Lee, Hojung Hwang, Inchul Samsung Elect Co Ltd Samsung Res Seoul South Korea
Paraphrase generation is a challenging task that involves expressing the meaning of a sentence using synonyms or different phrases, either to achieve variations or a certain stylistic response. Most previous sequence-... 详细信息
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Emotional Voice Conversion with Semi-Supervised Generative Modeling  24
Emotional Voice Conversion with Semi-Supervised Generative M...
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Interspeech Conference
作者: Zhu, Hai Zhan, Huayi Cheng, Hong Wu, Ying Sichuan Changhong Elect Holding Grp Co Ltd Changhong AI Lab CHAIR Mianyang Sichuan Peoples R China Univ Elect Sci & Technol China Ctr Robot Chengdu Sichuan Peoples R China Northwestern Univ Dept Elect Engn & Comp Sci Evanston IL 60208 USA
Emotional Voice Conversion (EVC) is a task that aims to convert the emotional state of speech from one to another while preserving the linguistic information and identity of the speaker. However, many studies are limi... 详细信息
来源: 评论