Mohammad Soleymani | DeepAI

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∙ 09/05/2023

Personalized Adaptation with Pre-trained Speech Encoders for Continuous Emotion Recognition

There are individual differences in expressive behaviors driven by cultu...

0 Minh Tran, et al. ∙

∙ 08/23/2023

FG-Net: Facial Action Unit Detection with Generalizable Pyramidal Features

Automatic detection of facial Action Units (AUs) allows for objective fa...

0 Yufeng Yin, et al. ∙

∙ 08/18/2023

LibreFace: An Open-Source Toolkit for Deep Facial Expression Analysis

Facial expression analysis is an important tool for human-computer inter...

0 Di Chang, et al. ∙

∙ 08/04/2023

NOMA-based Improper Signaling for MIMO STAR-RIS-assisted Broadcast Channels with Hardware Impairments

This paper proposes schemes to improve the spectral efficiency of a mult...

0 Mohammad Soleymani, et al. ∙

∙ 07/20/2023

SNR Maximization in Beyond Diagonal RIS-assisted Single and Multiple Antenna Links

Reconfigurable intelligent surface (RIS) architectures not limited to di...

0 Ignacio Santamaria, et al. ∙

∙ 07/11/2023

Optimization of Rate-Splitting Multiple Access in Beyond Diagonal RIS-assisted URLLC Systems

This paper proposes a general optimization framework for rate splitting ...

0 Mohammad Soleymani, et al. ∙

∙ 06/02/2023

Energy-efficient Rate Splitting for MIMO STAR-RIS-assisted Broadcast Channels with I/Q Imbalance

This paper proposes an energy-efficient scheme for multicell multiple-in...

0 Mohammad Soleymani, et al. ∙

∙ 03/19/2023

Multi-modal Facial Action Unit Detection with Large Pre-trained Models for the 5th Competition on Affective Behavior Analysis in-the-wild

Facial action unit detection has emerged as an important task within fac...

3 Yufeng Yin, et al. ∙

∙ 03/06/2023

Interference Leakage Minimization in RIS-assisted MIMO Interference Channels

We address the problem of interference leakage (IL) minimization in the ...

0 Ignacio Santamaria, et al. ∙

∙ 01/02/2023

Rate Region of MIMO RIS-assisted Broadcast Channels with Rate Splitting and Improper Signaling

In this paper, we study the achievable rate region of 1-layer rate split...

0 Mohammad Soleymani, et al. ∙

∙ 01/02/2023

Spectral and Energy Efficiency Maximization of MISO STAR-RIS-assisted URLLC Systems

This paper proposes a general optimization framework to improve the spec...

0 Mohammad Soleymani, et al. ∙

∙ 08/18/2022

Rate Splitting in MIMO RIS-assisted Systems with Hardware Impairments and Improper Signaling

In this paper, we propose an optimization framework for rate splitting (...

0 Mohammad Soleymani, et al. ∙

∙ 06/08/2022

NOMA-based Improper Signaling for Multicell MISO RIS-assisted Broadcast Channels

In this paper, we study the performance of reconfigurable intelligent su...

0 Mohammad Soleymani, et al. ∙

∙ 03/26/2022

Towards Privacy-Preserving Speech Representation for Client-Side Data Sharing

Privacy and security are major concerns when sharing and collecting spee...

0 Minh Tran, et al. ∙

∙ 01/23/2022

A Pre-trained Audio-Visual Transformer for Emotion Recognition

In this paper, we introduce a pretrained audio-visual Transformer traine...

0 Minh Tran, et al. ∙

∙ 09/10/2021

Speaker Turn Modeling for Dialogue Act Classification

Dialogue Act (DA) classification is the task of classifying utterances w...

0 Zihao He, et al. ∙

∙ 08/23/2021

Modeling Dynamics of Facial Behavior for Mental Health Assessment

Facial action unit (FAU) intensities are popular descriptors for the ana...

0 Minh Tran, et al. ∙

∙ 11/01/2020

Towards A Friendly Online Community: An Unsupervised Style Transfer Framework for Profanity Redaction

Offensive and abusive language is a pressing problem on social media pla...

0 Minh Tran, et al. ∙

∙ 01/28/2020

Performance Analysis of MIMO K-user Interference Channels with Hardware Impairments

Next generation of wireless systems will employ many antenna branches wi...

0 Mohammad Soleymani, et al. ∙

∙ 10/03/2019

Affective Computing for Large-Scale Heterogeneous Multimedia Data: A Survey

The wide popularity of digital photography and social networks has gener...

0 Sicheng Zhao, et al. ∙

∙ 07/10/2019

AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition

The Audio/Visual Emotion Challenge and Workshop (AVEC 2019) "State-of-Mi...

0 Fabien Ringeval, et al. ∙

∙ 06/11/2019

Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval

Visual-semantic embedding aims to find a shared latent space where relat...

5 Yale Song, et al. ∙

∙ 06/13/2018

A data-driven approach to mid-level perceptual musical feature modeling

Musical features and descriptors could be coarsely divided into three le...

0 Anna Aljanaki, et al. ∙

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