| 2022 | Interspeech | Speech Emotion Recognition via Generation using an Attention-based Variational Recurrent Neural Network. | Murchana Baruah, Bonny Banerjee |
| 2021 | SDM | Synthesizing Skeletal Motion and Physiological Signals as a Function of a Virtual Human's Actions and Emotions. | Bonny Banerjee, Masoumeh Heidari Kapourchali, Murchana Baruah, Mousumi Deb, Kenneth Sakauye, Mette S. Olufsen |
| 2020 | AAAI | EPOC: Efficient Perception via Optimal Communication. | Masoumeh Heidari Kapourchali, Bonny Banerjee |
| 2020 | CogSci | The Perception-Action Loop in a Predictive Agent. | Murchana Baruah, Bonny Banerjee |
| 2020 | CogSci | Learning Communication Policies for Knowledge Transfer between Agents. | Masoumeh Heidari Kapourchali, Bonny Banerjee |
| 2020 | CVPR | A Multimodal Predictive Agent Model for Human Interaction Generation. | Murchana Baruah, Bonny Banerjee |
| 2018 | CogSci | Multiple heads outsmart one: A computational model for distributed decision making. | Masoumeh Heidari Kapourchali, Bonny Banerjee |
| 2017 | IJCNN | HMM-based gesture recognition system using kinect sensor for improvised human-computer interaction. | Sriparna Saha, Rimita Lahiri, Amit Konar, Bonny Banerjee, Atulya K. Nagar |
| 2017 | IJCNN | Variation in classification accuracy with number of glimpses. | Jayanta K. Dutta, Bonny Banerjee |
| 2017 | IJCNN | Multi-robot cooperative planning by consensus Q-learning. | Arup Kumar Sadhu, Amit Konar, Bonny Banerjee, Atulya K. Nagar |
| 2016 | CEC | Static learning particle swarm optimization with enhanced exploration and exploitation using adaptive swarm size. | Aditya Panda, Srijan Ghoshal, Amit Konar, Bonny Banerjee, Atulya K. Nagar |
| 2016 | ICMLA | Inferring Hearing Loss from Learned Speech Kernels. | Bonny Banerjee, Masoumeh Heidari Kapourchali, Shamima Najnin, Lisa Lucks Mendel, Sungmin Lee, Chhayakanta Patro, Monique Pousson |
| 2016 | IJCNN | Human skeleton matching for e-learning of dance using a probabilistic neural network. | Sriparna Saha, Rimita Lahiri, Amit Konar, Bonny Banerjee, Atulya K. Nagar |
| 2016 | IJCNN | EEG based gesture mimicking by an artificial limb using cascade-correlation learning architecture. | Sriparna Saha, Amit Konar, Anuradha Saha, Arup Kumar Sadhu, Bonny Banerjee, Atulya K. Nagar |
| 2016 | Interspeech | Emergence of Vocal Developmental Sequences in a Predictive Coding Model of Speech Acquisition. | Shamima Najnin, Bonny Banerjee |
| 2016 | Interspeech | Identifying Hearing Loss from Learned Speech Kernels. | Shamima Najnin, Bonny Banerjee, Lisa Lucks Mendel, Masoumeh Heidari Kapourchali, Jayanta Kumar Dutta, Sungmin Lee, Chhayakanta Patro, Monique Pousson |
| 2015 | AAAI | Identifying Hearing Deficiencies from Statistically Learned Speech Features for Personalized Tuning of Cochlear Implants. | Bonny Banerjee, Lisa Lucks Mendel, Jayanta Kumar Dutta, Hasti Shabani, Shamima Najnin |
| 2015 | AAAI | Online Detection of Abnormal Events Using Incremental Coding Length. | Jayanta Kumar Dutta, Bonny Banerjee |
| 2013 | ICDM | A Predictive Coding Framework for Learning to Predict Changes in Streaming Data. | Bonny Banerjee, Jayanta K. Dutta |
| 2013 | ICDM | An Online Clustering Algorithm That Ignores Outliers: Application to Hierarchical Feature Learning from Sensory Data. | Bonny Banerjee, Jayanta K. Dutta |
| 2010 | DIAGRAMS | A Spatial Search Framework for Executing Perceptions and Actions in Diagrammatic Reasoning. | Bonny Banerjee, B. Chandrasekaran |
| 2006 | DIAGRAMS | Synthesizing Visual and Action Routines Using Constraint Programming. | Bonny Banerjee, B. Chandrasekaran |
| 2004 | DIAGRAMS | Constructing Diagrams Representing Group Motions. | Bonny Banerjee, B. Chandrasekaran |
| 2004 | DIAGRAMS | An Architecture for Problem Solving with Diagrams. | B. Chandrasekaran, Unmesh Kurup, Bonny Banerjee, John R. Josephson, Robert Winkler |