MLSP-P31.4
HIERARCHICAL VAE BASED SEMANTIC COMMUNICATIONS FOR POMDP TASKS
Dezhao Chen, Wenhui Hua, Xiamen University, China
Session:
MLSP-P31: Machine Learning for Communications and Wireless Networks Poster
Track:
Machine Learning for Signal Processing
Location:
Poster Zone 5C
Poster Board PZ-5C.4
Poster Board PZ-5C.4
Presentation Time:
Thu, 18 Apr, 16:30 - 18:30 (UTC +9)
Session Chair:
Paulo Diniz, Universidade Federal do Rio de Janeiro
Session MLSP-P31
MLSP-P31.1: RCIF: TOWARDS ROBUST DISTRIBUTED DNN COLLABORATIVE INFERENCE UNDER HIGHLY LOSSY NETWORKS
Yujun Cheng, Zhewei Zhang, Shengjin Wang, Tsinghua University, China
MLSP-P31.2: SCRN: A SPECTROGRAM CONVOLUTIONAL RECURRENT NETWORK FOR AOA ESTIMATION USING BLUETOOTH 5
Wentao Shi, Baoqi Huang, Bing Jia, Inner Mongolia University, China
MLSP-P31.3: On the Convergence of Hierarchical Federated Learning with Gradient Quantization and Imperfect Transmission
Haofeng Sun, Hui Tian, Beijing University of Posts and Telecommunications, China; Wanli Ni, Tsinghua University, China; Jingheng Zheng, Beijing University of Posts and Telecommunications, China
MLSP-P31.4: HIERARCHICAL VAE BASED SEMANTIC COMMUNICATIONS FOR POMDP TASKS
Dezhao Chen, Wenhui Hua, Xiamen University, China
MLSP-P31.5: BAYESIAN-BOOSTED METALOC: EFFICIENT TRAINING AND GUARANTEED GENERALIZATION FOR INDOOR LOCALIZATION
Dongze Wu, University of Oxford, United Kingdom of Great Britain and Northern Ireland; Jun Gao, Feng Yin, The Chinese University of Hong Kong, Shenzhen, China
MLSP-P31.6: MULTI-RATE VARIABLE-LENGTH CSI COMPRESSION FOR FDD MASSIVE MIMO
Bumsu Park, Heedong Do, Namyoon Lee, Korea University, Korea, Republic of
MLSP-P31.7: COMMIN: SEMANTIC IMAGE COMMUNICATIONS AS AN INVERSE PROBLEM WITH INN-GUIDED DIFFUSION MODELS
Jiakang Chen, Di You, Deniz Gündüz, Pier Luigi Dragotti, Imperial College London, United Kingdom of Great Britain and Northern Ireland
MLSP-P31.8: Extrinsic versus APP information feedback in turbo VEP MU-MIMO receivers: optimization via deep unfolding.
Arthur Michon, Charly Poulliat, Toulouse-INP, France; Adam Mekhiche, Antonio Maria Cipriano, Thales SIX GTS, France
MLSP-P31.9: PARTIAL CONVOLUTIONAL BASED-RADIO MAP RECONSTRUCTION FOR URBAN ENVIRONMENTS WITH INACCESSIBLE AREAS
Fanhua Li, Yuanyuan Deng, Bo Zhou, Qihui Wu, Nanjing University of Aeronautics and Astronautics, China
MLSP-P31.10: QUANTIZED RADIO MAP ESTIMATION USING TENSOR AND DEEP GENERATIVE MODELS
Subash Timilsina, Sagar Shrestha, Xiao Fu, Oregon State University, United States of America
MLSP-P31.11: Reverse Ordering Techniques for Attention-based Channel Prediction
Valentina Rizzello, Benedikt Böck, Michael Joham, Wolfgang Utschick, Munich University of Technology - Electrical and Computer Engineering Theresienstr. 90 , Munich 80333 Germany
MLSP-P31.12: Federated Learning Under a Digital Communication Model
Pourya Behmandpoor, Panagiotis Patrinos, Marc Moonen, KU Leuven Ringgold standard institution - Electrical Engineering Kasteelpark Arenberg 10 , Leuven 3000 Belgium
Contacts