Common Language for Goal-Oriented Semantic Communications: A Curriculum
Learning Framework

Common Language for Goal-Oriented Semantic Communications: A Curriculum Learning Framework

15 November 2021

Mohammad Karimzadeh Farshbafan

Merouane Debbah

Papers citing "Common Language for Goal-Oriented Semantic Communications: A Curriculum Learning Framework"

13 / 13 papers shown

Title
Low-Latency Task-Oriented Communications with Multi-Round, Multi-Task Deep Learning Y. Sagduyu T. Erpek Aylin Yener S. Ulukus 34 0 0 15 Nov 2024
Semantic Successive Refinement: A Generative AI-aided Semantic Communication Framework Kexin Zhang Lixin Li Wensheng Lin Yuna Yan Rui Li Wenchi Cheng Zhu Han DiffM 34 5 0 31 Jul 2024
How to Evaluate Semantic Communications for Images with ViTScore Metric? Tingting Zhu Bo Peng Jifan Liang Tingchen Han Hai Wan Jingqiao Fu Junjie Chen 15 5 0 09 Sep 2023
Reasoning over the Air: A Reasoning-based Implicit Semantic-Aware Communication Framework Yong Xiao Yiwei Liao Yingyu Li Guangming Shi H. Vincent Poor Walid Saad Merouane Debbah M. Bennis 36 12 0 20 Jun 2023
Causal Semantic Communication for Digital Twins: A Generalizable Imitation Learning Approach Christo Kurisummoottil Thomas Walid Saad Yong Xiao 31 20 0 25 Apr 2023
Semantics-Empowered Communication: A Tutorial-cum-Survey Zhilin Lu Rongpeng Li Kun Lu Xianfu Chen E. Hossain Zhifeng Zhao Honggang Zhang 39 19 0 16 Dec 2022
Neuro-Symbolic Causal Reasoning Meets Signaling Game for Emergent Semantic Communications Christo Kurisummoottil Thomas Walid Saad 29 31 0 21 Oct 2022
Performance Optimization for Semantic Communications: An Attention-based Reinforcement Learning Approach Yining Wang Mingzhe Chen Tao Luo Walid Saad Dusit Niyato H. Vincent Poor Shuguang Cui 21 127 0 17 Aug 2022
Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications Deniz Gunduz Zhijin Qin Iñaki Estella Aguerri Harpreet S. Dhillon Zhaohui Yang Aylin Yener Kai‐Kit Wong C. Chae 27 432 0 19 Jul 2022
Curriculum Learning for Goal-Oriented Semantic Communications with a Common Language Mohammad Karimzadeh Farshbafan Walid Saad Merouane Debbah 26 30 0 21 Apr 2022
Reinforcement Learning-powered Semantic Communication via Semantic Similarity Kun Lu Rongpeng Li Xianfu Chen Zhifeng Zhao Honggang Zhang 21 52 0 27 Aug 2021
Semantics-Native Communication with Contextual Reasoning Hyowoon Seo Jihong Park M. Bennis Mérouane Debbah LRM 40 36 0 12 Aug 2021
Curriculum Learning for Reinforcement Learning Domains: A Framework and Survey Sanmit Narvekar Bei Peng Matteo Leonetti Jivko Sinapov Matthew E. Taylor Peter Stone ODL 152 458 0 10 Mar 2020