ReCell: replicating recurrent cell for auto-regressive pose generation

被引：3
|
作者：
Korzun, Vladislav [1 ,2 ]
Beloborodova, Anna [1 ,2 ]
Ilin, Arkady [2 ,3 ]
机构：
[1] Moscow Inst Phys & Technol, Moscow, Russia
[2] Tinkof, Moscow, Russia
[3] Skolkovo Inst Sci & Technol, Moscow, Russia
来源：
COMPANION PUBLICATION OF THE 2022 INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, ICMI 2022 | 2022年
关键词：
embodied agents; neural networks; gesture generation; social robotics; deep learning;
D O I：
10.1145/3536220.3558801
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper describes FineMotion's gesture generating system entry for the GENEA Challenge 2022. Our system is based on auto-regressive approach imitating recurrent cell. Combined with a special windowed auto-encoder and training approach this system generates plausible gestures appropriate to input speech.
引用
收藏
页码：94 / 97
页数：4
相关论文
共 50 条
  • [21] On the use of Auto-Regressive Modeling for Arrhythmia Detection
    Adnane, Mourad
    Belouchrani, Adel
    2016 24TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2016, : 2410 - 2414
  • [22] Tracking an Auto-Regressive Process with Limited Communication
    Jinan, Rooji
    Parag, Parimal
    Tyagi, Himanshu
    2020 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 2020, : 2462 - 2467
  • [23] AUTO-REGRESSIVE MODEL FOR NONSTATIONARY STOCHASTIC PROCESSES
    DEODATIS, G
    SHINOZUKA, M
    JOURNAL OF ENGINEERING MECHANICS-ASCE, 1988, 114 (11): : 1995 - 2012
  • [24] Learning Versatile 3D Shape Generation with Improved Auto-regressive Models
    Luo, Simian
    Qian, Xuelin
    Fu, Yanwei
    Zhang, Yinda
    Tai, Ying
    Zhang, Zhenyu
    Wang, Chengjie
    Xue, Xiangyang
    2023 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV 2023), 2023, : 14093 - 14103
  • [25] Perceptual auto-regressive texture synthesis for video coding
    Bao, Zhihua
    Xu, Chen
    Wang, Chong
    MULTIMEDIA TOOLS AND APPLICATIONS, 2013, 64 (03) : 535 - 547
  • [26] A PREDICTION OF UT SERIES WITH AUTOADAPTIVE AUTO-REGRESSIVE MODEL
    丁月蓉
    肖耐园
    夏一飞
    Science China Mathematics, 1991, (12) : 1484 - 1491
  • [27] Color face recognition by auto-regressive moving averaging
    Celenk, M
    Al-Jarrah, I
    CGIV'2002: FIRST EUROPEAN CONFERENCE ON COLOUR IN GRAPHICS, IMAGING, AND VISION, CONFERENCE PROCEEDINGS, 2002, : 321 - 325
  • [28] STRUCTURAL INFERENCE FOR LINEAR MODEL WITH AUTO-REGRESSIVE ERROR
    HAQ, MS
    ANNALS OF MATHEMATICAL STATISTICS, 1969, 40 (03): : 1144 - &
  • [29] An auto-regressive GLR algorithm for adaptive radar detection
    Sheikhi, A
    Nayebi, MM
    PROCEEDINGS OF THE 1998 IEEE RADAR CONFERENCE: RADARCON 98, 1998, : 287 - 292
  • [30] Improving visual grounding with multi-modal interaction and auto-regressive vertex generation
    Qin, Xiaofei
    Li, Fan
    He, Changxiang
    Pei, Ruiqi
    Zhang, Xuedian
    NEUROCOMPUTING, 2024, 598
12345