Nikhil Churamani

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 41

Top Topics

Facial Expression Recognition

Affective Computing

Driven Learning

Top Venues

Publications

Saksham Checker, Nikhil Churamani, Hatice Gunes
Federated Learning of Socially Appropriate Agent Behaviours in Simulated Home Environments. CoRR (2024)
Bahar Irfan, Mariacarla Staffa, Andreea Bobu, Nikhil Churamani
Lifelong Learning and Personalization in Long-Term Human-Robot Interaction (LEAP-HRI): Open-World Learning. HRI (Companion) (2024)
Jiaee Cheong, Nikhil Churamani, Luke Guerdan, Tabitha Edith Lee, Zhao Han, Hatice Gunes
Causal-HRI: Causal Learning for Human-Robot Interaction. HRI (Companion) (2024)
Nikhil Churamani, Saksham Checker, Hao-Tien Lewis Chiang, Hatice Gunes
Feature Aggregation with Latent Generative Replay for Federated Continual Learning of Socially Appropriate Robot Behaviours. CoRR (2024)
Nikhil Churamani, Tolga Dimlioglu, German Ignacio Parisi, Hatice Gunes
Continual Facial Expression Recognition: A Benchmark. CoRR (2023)
Hatice Gunes, Nikhil Churamani
Affective Computing for Human-Robot Interaction Research: Four Critical Lessons for the Hitchhiker. RO-MAN (2023)
Nikhil Churamani, Ozgur Kara, Hatice Gunes
Domain-Incremental Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition. IEEE Trans. Affect. Comput. 14 (4) (2023)
Samuil Stoychev, Nikhil Churamani, Hatice Gunes
Latent Generative Replay for Resource-Efficient Continual Learning of Facial Expressions. FG (2023)
Hatice Gunes, Nikhil Churamani
Affective Computing for Human-Robot Interaction Research: Four Critical Lessons for the Hitchhiker. CoRR (2023)
Nikhil Churamani, Jiaee Cheong, Sinan Kalkan, Hatice Gunes
Towards Causal Replay for Knowledge Rehearsal in Continual Learning. AAAI Bridge Program (2023)
Nikhil Churamani, Minja Axelsson, Atahan Caldir, Hatice Gunes
Continual Learning for Affective Robotics: A Proof of Concept for Wellbeing. CoRR (2022)
Minja Axelsson, Nikhil Churamani, Atahan Caldir, Hatice Gunes
Participant Perceptions of a Robotic Coach Conducting Positive Psychology Exercises: A Systematic Analysis. CoRR (2022)
Vincenzo Lomonaco, Lorenzo Pellegrini, Pau Rodríguez, Massimo Caccia, Qi She, Yu Chen, Quentin Jodelet, Ruiping Wang, Zheda Mai, David Vázquez, German Ignacio Parisi, Nikhil Churamani, Marc Pickett, Issam H. Laradji, Davide Maltoni
CVPR 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directions. Artif. Intell. 303 (2022)
Nikhil Churamani, Minja Axelsson, Atahan Caldir, Hatice Gunes
Continual Learning for Affective Robotics: A Proof of Concept for Wellbeing. ACIIW (2022)
Emily McQuillin, Nikhil Churamani, Hatice Gunes
Learning Socially Appropriate Robo-waiter Behaviours through Real-time User Feedback. HRI (2022)
Nikhil Churamani, Pablo Barros, Hatice Gunes, Stefan Wermter
Affect-Driven Learning of Robot Behaviour for Collaborative Human-Robot Interactions. Frontiers Robotics AI 9 (2022)
Nikhil Churamani, Sinan Kalkan, Hatice Gunes
AULA-Caps: Lifecycle-Aware Capsule Networks for Spatio-Temporal Analysis of Facial Actions. FG (2021)
Indu P. Bodala, Nikhil Churamani, Hatice Gunes
Teleoperated Robot Coaching for Mindfulness Training: A Longitudinal Study. RO-MAN (2021)
Nikhil Churamani, Ozgur Kara, Hatice Gunes
Domain-Incremental Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition. CoRR (2021)
Ozgur Kara, Nikhil Churamani, Hatice Gunes
Towards Fair Affective Robotics: Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition. CoRR (2021)
Nikhil Churamani, Sinan Kalkan, Hatice Gunes
Continual Learning for Affective Robotics: Why, What and How? RO-MAN (2020)
Nikhil Churamani, Sinan Kalkan, Hatice Gunes
Spatio-Temporal Analysis of Facial Actions using Lifecycle-Aware Capsule Networks. CoRR (2020)
Nikhil Churamani, Hatice Gunes
CLIFER: Continual Learning with Imagination for Facial Expression Recognition. FG (2020)
Nikhil Churamani, Pablo V. A. Barros, Hatice Gunes, Stefan Wermter
Affect-Driven Modelling of Robot Personality for Collaborative Human-Robot Interactions. CoRR (2020)
Pablo V. A. Barros, Nikhil Churamani, Alessandra Sciutti
The FaceChannel: A Fast and Furious Deep Neural Network for Facial Expression Recognition. SN Comput. Sci. 1 (6) (2020)
Indu P. Bodala, Nikhil Churamani, Hatice Gunes
Creating a Robot Coach for Mindfulness and Wellbeing: A Longitudinal Study. CoRR (2020)
Pablo V. A. Barros, Nikhil Churamani, Alessandra Sciutti
The FaceChannel: A Light-weight Deep Neural Network for Facial Expression Recognition. FG (2020)
Nikhil Churamani
Continual Learning for Affective Computing. CoRR (2020)
Nikhil Churamani, Francisco Cruz, Sascha S. Griffiths, Pablo V. A. Barros
iCub: Learning Emotion Expressions using Human Reward. CoRR (2020)
Vincenzo Lomonaco, Lorenzo Pellegrini, Pau Rodríguez, Massimo Caccia, Qi She, Yu Chen, Quentin Jodelet, Ruiping Wang, Zheda Mai, David Vázquez, German Ignacio Parisi, Nikhil Churamani, Marc Pickett, Issam H. Laradji, Davide Maltoni
CVPR 2020 Continual Learning in Computer Vision Competition: Approaches, Results, Current Challenges and Future Directions. CoRR (2020)
Pablo V. A. Barros, Nikhil Churamani, Alessandra Sciutti
The FaceChannel: A Fast & Furious Deep Neural Network for Facial Expression Recognition. CoRR (2020)
Pablo V. A. Barros, Nikhil Churamani, Alessandra Sciutti
The FaceChannel: A Light-weight Deep Neural Network for Facial Expression Recognition. CoRR (2020)
Pablo V. A. Barros, Nikhil Churamani, Angelica Lim, Stefan Wermter
The OMG-Empathy Dataset: Evaluating the Impact of Affective Behavior in Storytelling. ACII (2019)
Pablo V. A. Barros, Nikhil Churamani, Angelica Lim, Stefan Wermter
The OMG-Empathy Dataset: Evaluating the Impact of Affective Behavior in Storytelling. CoRR (2019)
Pablo V. A. Barros, Nikhil Churamani, Egor Lakomkin, Henrique Siqueira, Alexander Sutherland, Stefan Wermter
The OMG-Emotion Behavior Dataset. IJCNN (2018)
Nikhil Churamani, Alexander Sutherland, Pablo V. A. Barros
An Affective Robot Companion for Assisting the Elderly in a Cognitive Game Scenario. CoRR (2018)
Pablo V. A. Barros, Nikhil Churamani, Egor Lakomkin, Henrique Siqueira, Alexander Sutherland, Stefan Wermter
The OMG-Emotion Behavior Dataset. CoRR (2018)
Nikhil Churamani, Pablo V. A. Barros, Erik Strahl, Stefan Wermter
Learning Empathy-Driven Emotion Expressions using Affective Modulations. IJCNN (2018)
Hwei Geok Ng, Paul Anton, Marc Brügger, Nikhil Churamani, Erik Fließwasser, Thomas Hummel, Julius Mayer, Waleed Mustafa, Thi Linh Chi Nguyen, Quan Nguyen, Marcus Soll, Sebastian Springenberg, Sascha S. Griffiths, Stefan Heinrich, Nicolás Navarro-Guerrero, Erik Strahl, Johannes Twiefel, Cornelius Weber, Stefan Wermter
Hey robot, why don't you talk to me? RO-MAN (2017)
Nikhil Churamani, Matthias Kerzel, Erik Strahl, Pablo V. A. Barros, Stefan Wermter
Teaching emotion expressions to a human companion robot using deep neural architectures. IJCNN (2017)
Nikhil Churamani, Paul Anton, Marc Brügger, Erik Fließwasser, Thomas Hummel, Julius Mayer, Waleed Mustafa, Hwei Geok Ng, Thi Linh Chi Nguyen, Quan Nguyen, Marcus Soll, Sebastian Springenberg, Sascha S. Griffiths, Stefan Heinrich, Nicolás Navarro-Guerrero, Erik Strahl, Johannes Twiefel, Cornelius Weber, Stefan Wermter
The Impact of Personalisation on Human-Robot Interaction in Learning Scenarios. HAI (2017)