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Decky Aspandi
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Books and Theses
- 2021
- [b1]Decky Aspandi:
Deep spatio-temporal neural network for facial analysis. Pompeu Fabra University, Spain, 2021
Journal Articles
- 2023
- [j3]Decky Aspandi
, Federico Sukno
, Björn W. Schuller
, Xavier Binefa
:
Audio-Visual Gated-Sequenced Neural Networks for Affect Recognition. IEEE Trans. Affect. Comput. 14(3): 2193-2208 (2023) - 2022
- [j2]Nuria Rodriguez-Diaz, Decky Aspandi
, Federico M. Sukno
, Xavier Binefa
:
Machine Learning-Based Lie Detector Applied to a Novel Annotated Game Dataset. Future Internet 14(1): 2 (2022) - 2021
- [j1]Decky Aspandi
, Oriol Martínez, Federico Sukno, Xavier Binefa:
Composite recurrent network with internal denoising for facial alignment in still and video images in the wild. Image Vis. Comput. 111: 104189 (2021)
Conference and Workshop Papers
- 2023
- [c8]Alexandra Baier, Decky Aspandi, Steffen Staab:
ReLiNet: Stable and Explainable Multistep Prediction with Recurrent Linear Parameter Varying Networks. IJCAI 2023: 3461-3469 - [c7]Ciheng Zhang, Decky Aspandi, Steffen Staab:
Predicting Eye Gaze Location on Websites. VISIGRAPP (4: VISAPP) 2023: 121-132 - 2021
- [c6]Decky Aspandi, Federico Sukno, Björn W. Schuller, Xavier Binefa:
An Enhanced Adversarial Network with Combined Latent Features for Spatio-temporal Facial Affect Estimation in the Wild. VISIGRAPP (4: VISAPP) 2021: 172-181 - 2020
- [c5]Joaquim Comas, Decky Aspandi
, Xavier Binefa:
End-to-end Facial and Physiological Model for Affective Computing and Applications. FG 2020: 93-100 - [c4]Decky Aspandi
, Adria Mallol-Ragolta, Björn W. Schuller, Xavier Binefa:
Latent-Based Adversarial Neural Networks for Facial Affect Estimations. FG 2020: 606-610 - 2019
- [c3]Decky Aspandi
, Oriol Martínez, Federico Sukno, Xavier Binefa:
Robust Facial Alignment with Internal Denoising Auto-Encoder. CRV 2019: 143-150 - [c2]Decky Aspandi
, Oriol Martínez, Xavier Binefa:
Heatmap-Guided Balanced Deep Convolution Networks for Family Classification in the Wild. FG 2019: 1-5 - [c1]Decky Aspandi
, Oriol Martínez, Federico Sukno, Xavier Binefa:
Fully End-to-End Composite Recurrent Convolution Network for Deformable Facial Tracking In The Wild. FG 2019: 1-8
Data and Artifacts
- 2023
- [d1]Alexandra Baier
, Decky Aspandi
, Steffen Staab
:
Supplements for "ReLiNet: Stable and Explainable Multistep Prediction with Recurrent Linear Parameter Varying Networks"". DaRUS, 2023
Informal and Other Publications
- 2024
- [i10]Fabien Allemand, Alessio Mazzela, Jun Villette, Decky Aspandi, Titus B. Zaharia:
Deep self-supervised learning with visualisation for automatic gesture recognition. CoRR abs/2406.12440 (2024) - 2022
- [i9]Decky Aspandi, Sarah Doosdal, Victor Ülger, Lukas Gillich, Steffen Staab:
User Interaction Analysis through Contrasting Websites Experience. CoRR abs/2201.03638 (2022) - [i8]Tim Schneider, Chen Qiu, Marius Kloft, Decky Aspandi-Latif, Steffen Staab, Stephan Mandt, Maja Rudolph:
Detecting Anomalies within Time Series using Local Neural Transformations. CoRR abs/2202.03944 (2022) - [i7]Ciheng Zhang, Decky Aspandi, Steffen Staab:
Predicting Eye Gaze Location on Websites. CoRR abs/2211.08074 (2022) - [i6]Daniel Frank, Decky Aspandi-Latif, Michael Muehlebach, Benjamin Unger, Steffen Staab:
Robust Recurrent Neural Network to Identify Ship Motion in Open Water with Performance Guarantees - Technical Report. CoRR abs/2212.05781 (2022) - 2021
- [i5]Decky Aspandi, Federico Sukno, Björn W. Schuller, Xavier Binefa:
An Enhanced Adversarial Network with Combined Latent Features for Spatio-Temporal Facial Affect Estimation in the Wild. CoRR abs/2102.09150 (2021) - [i4]Decky Aspandi-Latif, Sally Goldin, Preesan Rakwatin, Kurt Rudahl:
Texture Based Classification of High Resolution Remotely Sensed Imagery using Weber Local Descriptor. CoRR abs/2104.08899 (2021) - [i3]Nuria Rodriguez-Diaz, Decky Aspandi, Federico Sukno, Xavier Binefa:
Machine Learning based Lie Detector applied to a Collected and Annotated Dataset. CoRR abs/2104.12345 (2021) - 2020
- [i2]Decky Aspandi, Adria Mallol-Ragolta, Björn W. Schuller, Xavier Binefa:
Adversarial-based neural networks for affect estimations in the wild. CoRR abs/2002.00883 (2020) - 2019
- [i1]Joaquim Comas, Decky Aspandi, Xavier Binefa:
End-to-end facial and physiological model for \\Affective Computing and applications. CoRR abs/1912.04711 (2019)
Coauthor Index
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