Mani Kumar Tellamekala

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Temporal Context

Affective States

Stochastic Process

Affect Recognition

Top Venues

IEEE Trans. Affect. Comput.

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

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) (2024)
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) (2024)
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) (2023)
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 (2022)
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 (2022)
Mani Kumar Tellamekala, Timo Giesbrecht, Michel F. Valstar
Dimensional Affect Uncertainty Modelling for Apparent Personality Recognition. IEEE Trans. Affect. Comput. 13 (4) (2022)
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 (2022)
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)
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)
Enrique Sanchez, Mani Kumar Tellamekala, Michel F. Valstar, Georgios Tzimiropoulos
Affective Processes: stochastic modelling of temporal context for emotion and facial expression recognition. CoRR (2021)
Mani Kumar Tellamekala, Timo Giesbrecht, Michel F. Valstar
Apparent Personality Recognition from Uncertainty-Aware Facial Emotion Predictions using Conditional Latent Variable Models. FG (2021)
Mani Kumar Tellamekala, Enrique Sanchez, Georgios Tzimiropoulos, Timo Giesbrecht, Michel F. Valstar
Stochastic Process Regression for Cross-Cultural Speech Emotion Recognition. Interspeech (2021)
Mani Kumar Tellamekala, Michel F. Valstar, Michael P. Pound, Timo Giesbrecht
Audio-Visual Predictive Coding for Self-Supervised Visual Representation Learning. ICPR (2020)
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)
Mani Kumar Tellamekala, Michel F. Valstar
Temporally Coherent Visual Representations for Dimensional Affect Recognition. ACII (2019)