| 2025 | ICASSP | WiSenseNet: A Unified Foundation Model for Diverse Wi-Fi Sensing Tasks Using Channel State Information. | Niall Lyons, Ashutosh Pandey, Avik Santra |
| 2025 | ICASSP | Data-driven Processing using Parametric Neural Network for Improved Bluetooth Channel Sounding Distance Estimation. | Andrii Tsemko, Avik Santra, Oleg Kapshii, Ashutosh Pandey |
| 2024 | ICASSP | WIFIACT: Enhancing Human Sensing Through Environment Robust Preprocessing And Bayesian Self-Supervised Learning. | Niall Lyons, Avik Santra, Vikram Kumar Ramanna, Kiran Uln, Rakesh Taori, Ashutosh Pandey |
| 2023 | ICASSP | MEET: A Monte Carlo Exploration-Exploitation Trade-Off for Buffer Sampling. | Julius Ott, Lorenzo Servadei, Jose A. Arjona-Medina, Enrico Rinaldi, Gianfranco Mauro, Daniela Sanchez Lopera, Michael Stephan, Thomas Stadelmayer, Avik Santra, Robert Wille |
| 2022 | ICASSP | Label-Aware Ranked Loss for Robust People Counting Using Automotive In-Cabin Radar. | Lorenzo Servadei, Huawei Sun, Julius Ott, Michael Stephan, Souvik Hazra, Thomas Stadelmayer, Daniela Sanchez Lopera, Robert Wille, Avik Santra |
| 2022 | ICMLA | Contactless Low Power Air-Writing Based on FMCW Radar Networks Using Spiking Neural Networks. | Muhammad Arsalan, Tao Zheng, Avik Santra, Vadim Issakov |
| 2022 | ICMLA | XAI-BayesHAR: A novel Framework for Human Activity Recognition with Integrated Uncertainty and Shapely Values. | Anand Dubey, Niall Lyons, Avik Santra, Ashutosh Pandey |
| 2022 | ICMLA | Uncertainty-based Meta-Reinforcement Learning for Robust Radar Tracking. | Julius Ott, Lorenzo Servadei, Gianfranco Mauro, Thomas Stadelmayer, Avik Santra, Robert Wille |
| 2022 | ICMLA | Utilizing Explainable AI for improving the Performance of Neural Networks. | Huawei Sun, Lorenzo Servadei, Hao Feng, Michael Stephan, Avik Santra, Robert Wille |
| 2022 | ICPR | Robust Representations for Keyword Spotting Systems. | Aidan Smyth, Niall Lyons, Ted Wada, Robert Zopf, Ashutosh Pandey, Avik Santra |
| 2021 | ETFA | Radar-Based Gesture Recognition System using Spiking Neural Network. | Muhammad Arsalan, Avik Santra, Mateusz Chmurski, Moamen El-Masry, Gianfranco Mauro, Vadim Issakov |
| 2021 | ICASSP | Integrated Classification and Localization of Targets Using Bayesian Framework In Automotive Radars. | Anand Dubey, Avik Santra, Jonas Fuchs, Maximilian Lbke, Robert Weigel, Fabian Lurz |
| 2021 | ICMLA | Improved Deep Representation Learning for Human Activity Recognition using IMU Sensors. | Niall Lyons, Avik Santra, Ashutosh Pandey |
| 2020 | ICMLA | Radar Trajectory-based Air-Writing Recognition using Temporal Convolutional Network. | Muhammad Arsalan, Avik Santra, Vadim Issakov |
| 2020 | ICPR | Air-Writing with Sparse Network of Radars using Spatio-Temporal Learning. | Muhammad Arsalan, Avik Santra, Kay Bierzynski, Vadim Issakov |
| 2020 | ICPR | Radar Image Reconstruction from Raw ADC Data using Parametric Variational Autoencoder with Domain Adaptation. | Michael Stephan, Thomas Stadelmayer, Avik Santra, Georg Fischer, Robert Weigel, Fabian Lurz |
| 2020 | MOBICOM | Human Activity Classification Using mm-Wave FMCW Radar by Improved Representation Learning. | Thomas Stadelmayer, Markus Stadelmayer, Avik Santra, Robert Weigel, Fabian Lurz |
| 2020 | WCNC | Space-Time Waveform Coding for Joint Radar and Wireless Communications (RadCom) Applications. | Jan Mietzner, Avik Santra |
| 2019 | ICMLA | Radar Gesture Recognition System in Presence of Interference using Self-Attention Neural Network. | Souvik Hazra, Avik Santra |
| 2019 | ICMLA | Radar-Based Non-intrusive Fall Motion Recognition using Deformable Convolutional Neural Network. | Yogesh Shankar, Souvik Hazra, Avik Santra |
| 2019 | ICMLA | Radar-Based Human Target Detection using Deep Residual U-Net for Smart Home Applications. | Michael Stephan, Avik Santra |
| 2016 | ICASSP | SINR performance of matched illumination signals with dynamic target models. | Avik Santra, Raja Santhanakumar, Kaushal Jadia, Rajan Srinivasan |