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ORCIDMani Kumar Tellamekala
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2020 – today
- 2024
[j4]Mani Kumar Tellamekala
, Shahin Amiriparian, Björn W. Schuller, Elisabeth André, Timo Giesbrecht, Michel F. Valstar:
COLD Fusion: Calibrated and Ordinal Latent Distribution Fusion for Uncertainty-Aware Multimodal Emotion Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 46(2): 805-822 (2024)- [j3]Mani Kumar Tellamekala, Ömer Sümer, Björn W. Schuller, Elisabeth André, Timo Giesbrecht, Michel F. Valstar:
Are 3D Face Shapes Expressive Enough for Recognising Continuous Emotions and Action Unit Intensities? IEEE Trans. Affect. Comput. 15(2): 535-548 (2024) - 2023
- [j2]Mani Kumar Tellamekala, Timo Giesbrecht, Michel F. Valstar:
Modelling Stochastic Context of Audio-Visual Expressive Behaviour With Affective Processes. IEEE Trans. Affect. Comput. 14(3): 2290-2303 (2023) - 2022
- [b1]Mani Kumar Tellamekala:
Towards uncertainty-aware and label-efficient machine learning of human expressive behaviour. University of Nottingham, UK, 2022 - [j1]Mani Kumar Tellamekala, Timo Giesbrecht, Michel F. Valstar:
Dimensional Affect Uncertainty Modelling for Apparent Personality Recognition. IEEE Trans. Affect. Comput. 13(4): 2144-2155 (2022) - [c8]Vincent Karas, Mani Kumar Tellamekala, Adria Mallol-Ragolta, Michel F. Valstar, Björn W. Schuller:
Time-Continuous Audiovisual Fusion with Recurrence vs Attention for In-The-Wild Affect Recognition. CVPR Workshops 2022: 2381-2390 - [i4]Vincent Karas, Mani Kumar Tellamekala, Adria Mallol-Ragolta, Michel F. Valstar, Björn W. Schuller:
Continuous-Time Audiovisual Fusion with Recurrence vs. Attention for In-The-Wild Affect Recognition. CoRR abs/2203.13285 (2022) - [i3]Mani Kumar Tellamekala, Shahin Amiriparian, Björn W. Schuller, Elisabeth André, Timo Giesbrecht, Michel F. Valstar:
COLD Fusion: Calibrated and Ordinal Latent Distribution Fusion for Uncertainty-Aware Multimodal Emotion Recognition. CoRR abs/2206.05833 (2022) - [i2]Mani Kumar Tellamekala, Ömer Sümer, Björn W. Schuller, Elisabeth André, Timo Giesbrecht, Michel F. Valstar:
Are 3D Face Shapes Expressive Enough for Recognising Continuous Emotions and Action Unit Intensities? CoRR abs/2207.01113 (2022) - 2021
- [c7]Enrique Sanchez, Mani Kumar Tellamekala, Michel F. Valstar, Georgios Tzimiropoulos:
Affective Processes: Stochastic Modelling of Temporal Context for Emotion and Facial Expression Recognition. CVPR 2021: 9074-9084 - [c6]Mani Kumar Tellamekala, Timo Giesbrecht, Michel F. Valstar:
Apparent Personality Recognition from Uncertainty-Aware Facial Emotion Predictions using Conditional Latent Variable Models. FG 2021: 1-8 - [c5]Mani Kumar Tellamekala, Enrique Sanchez, Georgios Tzimiropoulos, Timo Giesbrecht, Michel F. Valstar:
Stochastic Process Regression for Cross-Cultural Speech Emotion Recognition. Interspeech 2021: 3390-3394 - [i1]Enrique Sanchez, Mani Kumar Tellamekala, Michel F. Valstar, Georgios Tzimiropoulos:
Affective Processes: stochastic modelling of temporal context for emotion and facial expression recognition. CoRR abs/2103.13372 (2021) - 2020
- [c4]Mani Kumar Tellamekala, Michel F. Valstar, Michael P. Pound, Timo Giesbrecht:
Audio-Visual Predictive Coding for Self-Supervised Visual Representation Learning. ICPR 2020: 9912-9919
2010 – 2019
- 2019
- [c3]Mani Kumar Tellamekala, Michel F. Valstar:
Temporally Coherent Visual Representations for Dimensional Affect Recognition. ACII 2019: 1-7 - [c2]Siyang Song, Enrique Sánchez-Lozano, Mani Kumar Tellamekala, Linlin Shen, Alan Johnston, Michel F. Valstar:
Dynamic Facial Models for Video-Based Dimensional Affect Estimation. ICCV Workshops 2019: 1608-1617 - 2016
- [c1]Mani Kumar Tellamekala, Mohammad Rafi:
Fragrance effect on beta band oscillations of primary visual and prefrontal cortices for reading tasks. SPCOM 2016: 1-5
Coauthor Index
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