Synthetic Data Generation for Emotional Depth Faces: Optimizing Conditional DCGANs via Genetic Algorithms in the Latent Space and Stabilizing Training with Knowledge Distillation
Fuente:
arXiv
Saved in:
| Main Authors: | Mousavi, Seyed Muhammad Hossein, Mirinezhad, S. Younes |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Synthetic Data Generation of Body Motion Data by Neural Gas Network for Emotion Recognition
by: Mousavi, Seyed Muhammad Hossein
Published: (2025)
by: Mousavi, Seyed Muhammad Hossein
Published: (2025)
Synthetic Data Generation by Supervised Neural Gas Network for Physiological Emotion Recognition Data
by: Mousavi, S. Muhammad Hossein
Published: (2025)
by: Mousavi, S. Muhammad Hossein
Published: (2025)
PSO Fuzzy XGBoost Classifier Boosted with Neural Gas Features on EEG Signals in Emotion Recognition
by: Mousavi, Seyed Muhammad Hossein
Published: (2024)
by: Mousavi, Seyed Muhammad Hossein
Published: (2024)
Synthetic Face Datasets Generation via Latent Space Exploration from Brownian Identity Diffusion
by: Geissbühler, David, et al.
Published: (2024)
by: Geissbühler, David, et al.
Published: (2024)
The Magic XRoom: A Flexible VR Platform for Controlled Emotion Elicitation and Recognition
by: Mousavi, Seyed Muhammad Hossein, et al.
Published: (2023)
by: Mousavi, Seyed Muhammad Hossein, et al.
Published: (2023)
MVRS: The Multimodal Virtual Reality Stimuli-based Emotion Recognition Dataset
by: Mousavi, Seyed Muhammad Hossein, et al.
Published: (2025)
by: Mousavi, Seyed Muhammad Hossein, et al.
Published: (2025)
How Knowledge Distillation Mitigates the Synthetic Gap in Fair Face Recognition
by: Neto, Pedro C., et al.
Published: (2024)
by: Neto, Pedro C., et al.
Published: (2024)
Adaptive Visual Conditioning for Semantic Consistency in Diffusion-Based Story Continuation
by: Mousavi, Seyed Mohammad, et al.
Published: (2025)
by: Mousavi, Seyed Mohammad, et al.
Published: (2025)
Flow Augmentation and Knowledge Distillation for Lightweight Face Presentation Attack Detection
by: Jabbar, Muhammad Shahid, et al.
Published: (2026)
by: Jabbar, Muhammad Shahid, et al.
Published: (2026)
FLUID: Training-Free Face De-identification via Latent Identity Substitution
by: Park, Jinhyeong, et al.
Published: (2025)
by: Park, Jinhyeong, et al.
Published: (2025)
Constricting Normal Latent Space for Anomaly Detection with Normal-only Training Data
by: Astrid, Marcella, et al.
Published: (2024)
by: Astrid, Marcella, et al.
Published: (2024)
Deep Neural Networks for Accurate Depth Estimation with Latent Space Features
by: Yasir, Siddiqui Muhammad, et al.
Published: (2025)
by: Yasir, Siddiqui Muhammad, et al.
Published: (2025)
FaceAnonyMixer: Cancelable Faces via Identity Consistent Latent Space Mixing
by: Alam, Mohammed Talha, et al.
Published: (2025)
by: Alam, Mohammed Talha, et al.
Published: (2025)
NegFaceDiff: The Power of Negative Context in Identity-Conditioned Diffusion for Synthetic Face Generation
by: Caldeira, Eduarda, et al.
Published: (2025)
by: Caldeira, Eduarda, et al.
Published: (2025)
DistillGrasp: Integrating Features Correlation with Knowledge Distillation for Depth Completion of Transparent Objects
by: Huang, Yiheng, et al.
Published: (2024)
by: Huang, Yiheng, et al.
Published: (2024)
Investigation of Accuracy and Bias in Face Recognition Trained with Synthetic Data
by: Korshunov, Pavel, et al.
Published: (2025)
by: Korshunov, Pavel, et al.
Published: (2025)
AdaDistill: Adaptive Knowledge Distillation for Deep Face Recognition
by: Boutros, Fadi, et al.
Published: (2024)
by: Boutros, Fadi, et al.
Published: (2024)
SHS: Scorpion Hunting Strategy Swarm Algorithm
by: Singh, Abhilash, et al.
Published: (2024)
by: Singh, Abhilash, et al.
Published: (2024)
DOLLAR: Few-Step Video Generation via Distillation and Latent Reward Optimization
by: Ding, Zihan, et al.
Published: (2024)
by: Ding, Zihan, et al.
Published: (2024)
Synthetic Face Ageing: Evaluation, Analysis and Facilitation of Age-Robust Facial Recognition Algorithms
by: Yao, Wang, et al.
Published: (2024)
by: Yao, Wang, et al.
Published: (2024)
Structure-Centric Robust Monocular Depth Estimation via Knowledge Distillation
by: Chen, Runze, et al.
Published: (2024)
by: Chen, Runze, et al.
Published: (2024)
EVOKE: Emotion Enabled Virtual Avatar Mapping Using Optimized Knowledge Distillation
by: Nadeem, Maryam, et al.
Published: (2024)
by: Nadeem, Maryam, et al.
Published: (2024)
Efficient Face Image Quality Assessment via Self-training and Knowledge Distillation
by: Sun, Wei, et al.
Published: (2025)
by: Sun, Wei, et al.
Published: (2025)
Prior Knowledge Distillation Network for Face Super-Resolution
by: Yang, Qiu, et al.
Published: (2024)
by: Yang, Qiu, et al.
Published: (2024)
Efficient Long-Tail Learning in Latent Space by sampling Synthetic Data
by: Sharma, Nakul
Published: (2025)
by: Sharma, Nakul
Published: (2025)
Latent Diffusion Based Face Enhancement under Degraded Conditions for Forensic Face Recognition
by: Ugail, Hassan, et al.
Published: (2025)
by: Ugail, Hassan, et al.
Published: (2025)
EchoDFKD: Data-Free Knowledge Distillation for Cardiac Ultrasound Segmentation using Synthetic Data
by: Petit, Grégoire, et al.
Published: (2024)
by: Petit, Grégoire, et al.
Published: (2024)
Leveraging Foundation Models via Knowledge Distillation in Multi-Object Tracking: Distilling DINOv2 Features to FairMOT
by: Faber, Niels G., et al.
Published: (2024)
by: Faber, Niels G., et al.
Published: (2024)
Conditional Pseudo-Supervised Contrast for Data-Free Knowledge Distillation
by: Shao, Renrong, et al.
Published: (2025)
by: Shao, Renrong, et al.
Published: (2025)
Improving Domain Generalization in Self-supervised Monocular Depth Estimation via Stabilized Adversarial Training
by: Yao, Yuanqi, et al.
Published: (2024)
by: Yao, Yuanqi, et al.
Published: (2024)
SemanticFace: Semantic Facial Action Estimation via Semantic Distillation in Interpretable Space
by: Kang, Zejian, et al.
Published: (2026)
by: Kang, Zejian, et al.
Published: (2026)
One-shot Neural Face Reenactment via Finding Directions in GAN's Latent Space
by: Bounareli, Stella, et al.
Published: (2024)
by: Bounareli, Stella, et al.
Published: (2024)
Ethics of Generating Synthetic MRI Vocal Tract Views from the Face
by: Shahid, Muhammad Suhaib, et al.
Published: (2024)
by: Shahid, Muhammad Suhaib, et al.
Published: (2024)
EmoNet-Face: An Expert-Annotated Benchmark for Synthetic Emotion Recognition
by: Schuhmann, Christoph, et al.
Published: (2025)
by: Schuhmann, Christoph, et al.
Published: (2025)
Periocular Embedding Learning with Consistent Knowledge Distillation from Face
by: Jung, Yoon Gyo, et al.
Published: (2020)
by: Jung, Yoon Gyo, et al.
Published: (2020)
SDFR: Synthetic Data for Face Recognition Competition
by: Shahreza, Hatef Otroshi, et al.
Published: (2024)
by: Shahreza, Hatef Otroshi, et al.
Published: (2024)
IDperturb: Enhancing Variation in Synthetic Face Generation via Angular Perturbation
by: Boutros, Fadi, et al.
Published: (2026)
by: Boutros, Fadi, et al.
Published: (2026)
HyperFace: Generating Synthetic Face Recognition Datasets by Exploring Face Embedding Hypersphere
by: Shahreza, Hatef Otroshi, et al.
Published: (2024)
by: Shahreza, Hatef Otroshi, et al.
Published: (2024)
CemiFace: Center-based Semi-hard Synthetic Face Generation for Face Recognition
by: Sun, Zhonglin, et al.
Published: (2024)
by: Sun, Zhonglin, et al.
Published: (2024)
Latent Refinement via Flow Matching for Training-free Linear Inverse Problem Solving
by: Askari, Hossein, et al.
Published: (2025)
by: Askari, Hossein, et al.
Published: (2025)
Similar Items
-
Synthetic Data Generation of Body Motion Data by Neural Gas Network for Emotion Recognition
by: Mousavi, Seyed Muhammad Hossein
Published: (2025) -
Synthetic Data Generation by Supervised Neural Gas Network for Physiological Emotion Recognition Data
by: Mousavi, S. Muhammad Hossein
Published: (2025) -
PSO Fuzzy XGBoost Classifier Boosted with Neural Gas Features on EEG Signals in Emotion Recognition
by: Mousavi, Seyed Muhammad Hossein
Published: (2024) -
Synthetic Face Datasets Generation via Latent Space Exploration from Brownian Identity Diffusion
by: Geissbühler, David, et al.
Published: (2024) -
The Magic XRoom: A Flexible VR Platform for Controlled Emotion Elicitation and Recognition
by: Mousavi, Seyed Muhammad Hossein, et al.
Published: (2023)