Avik Santra - RankMe

48 papers B 4C 10Misc 7Journal 18Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	Misc	`conf`	Data-driven Processing using Parametric Neural Network for Improved Bluetooth Channel Sounding Distance Estimation. ICASSP Andrii Tsemko, Avik Santra, Oleg Kapshii, Ashutosh Pandey
2025	Misc	`conf`	WiSenseNet: A Unified Foundation Model for Diverse Wi-Fi Sensing Tasks Using Channel State Information. ICASSP Niall Lyons, Ashutosh Pandey, Avik Santra
2024	J	`jnl`	Lightweight and Person-Independent Radar-Based Hand Gesture Recognition for Classification and Regression of Continuous Gestures. IEEE Internet Things J. Thomas Stadelmayer, Youcef Hassab, Lorenzo Servadei, Avik Santra, Robert Weigel, Fabian Lurz
2024	—	`conf`	Low Power Gesture Sensing System Based on Target Range Using Spiking Neural Networks for Portable Devices. RWS Muhammad Arsalan, Avik Santra, Vadim Issakov
2024	Misc	`conf`	WIFIACT: Enhancing Human Sensing Through Environment Robust Preprocessing And Bayesian Self-Supervised Learning. ICASSP Niall Lyons, Avik Santra, Vikram Kumar Ramanna, Kiran Uln, Rakesh Taori, Ashutosh Pandey
2023	—	`conf`	Harnessing the Power of Explanations for Incremental Training: A LIME-Based Approach. EUSIPCO Arnab Neelim Mazumder, Niall Lyons, Ashutosh Pandey, Avik Santra, Tinoosh Mohsenin
2023	Misc	`conf`	MEET: A Monte Carlo Exploration-Exploitation Trade-Off for Buffer Sampling. ICASSP Julius Ott, Lorenzo Servadei, Jose A. Arjona-Medina, Enrico Rinaldi, Gianfranco Mauro, Daniela Sanchez Lopera, Michael Stephan, Thomas Stadelmayer, Avik Santra, Robert Wille
2023	—	`conf`	Out-of-Distribution Detection for Radar-based Gesture Recognition Using Metric-Learning. RWS Thomas Stadelmayer, Lorenzo Servadei, Avik Santra, Robert Weigel, Fabian Lurz
2023	J	`jnl`	Power-efficient gesture sensing for edge devices: mimicking fourier transforms with spiking neural networks. Appl. Intell. Muhammad Arsalan, Avik Santra, Vadim Issakov
2022	—	`—`	Cognitive Architectures, Processing and Learning Algorithms for Intelligent Radar Solutions (Kognitive Architekturen, Verarbeitungsund Lernalgorithmen für Intelligente Radar-Lösungen) Avik Santra
2022	C	`conf`	Contactless Low Power Air-Writing Based on FMCW Radar Networks Using Spiking Neural Networks. ICMLA Muhammad Arsalan, Tao Zheng, Avik Santra, Vadim Issakov
2022	—	`conf`	Cross-modal Learning of Graph Representations using Radar Point Cloud for Long-Range Gesture Recognition. SAM Souvik Hazra, Hao Feng, Gamze Naz Kiprit, Michael Stephan, Lorenzo Servadei, Robert Wille, Robert Weigel, Avik Santra
2022	J	`jnl`	Cross-modal Learning of Graph Representations using Radar Point Cloud for Long-Range Gesture Recognition. CoRR Souvik Hazra, Hao Feng, Gamze Naz Kiprit, Michael Stephan, Lorenzo Servadei, Robert Wille, Robert Weigel, Avik Santra
2022	Misc	`conf`	Label-Aware Ranked Loss for Robust People Counting Using Automotive In-Cabin Radar. ICASSP Lorenzo Servadei, Huawei Sun, Julius Ott, Michael Stephan, Souvik Hazra, Thomas Stadelmayer, Daniela Sanchez Lopera, Robert Wille, Avik Santra
2022	J	`jnl`	MEET: A Monte Carlo Exploration-Exploitation Trade-off for Buffer Sampling. CoRR Julius Ott, Lorenzo Servadei, Jose A. Arjona-Medina, Enrico Rinaldi, Gianfranco Mauro, Daniela Sanchez Lopera, Michael Stephan, Thomas Stadelmayer, Avik Santra, Robert Wille
2022	J	`jnl`	Radar Image Reconstruction from Raw ADC Data using Parametric Variational Autoencoder with Domain Adaptation. CoRR Michael Stephan, Thomas Stadelmayer, Avik Santra, Georg Fischer, Robert Weigel, Fabian Lurz
2022	B	`conf`	Robust Representations for Keyword Spotting Systems. ICPR Aidan Smyth, Niall Lyons, Ted Wada, Robert Zopf, Ashutosh Pandey, Avik Santra
2022	C	`conf`	Uncertainty-based Meta-Reinforcement Learning for Robust Radar Tracking. ICMLA Julius Ott, Lorenzo Servadei, Gianfranco Mauro, Thomas Stadelmayer, Avik Santra, Robert Wille
2022	J	`jnl`	Uncertainty-based Meta-Reinforcement Learning for Robust Radar Tracking. CoRR Julius Ott, Lorenzo Servadei, Gianfranco Mauro, Thomas Stadelmayer, Avik Santra, Robert Wille
2022	C	`conf`	Utilizing Explainable AI for improving the Performance of Neural Networks. ICMLA Huawei Sun, Lorenzo Servadei, Hao Feng, Michael Stephan, Avik Santra, Robert Wille
2022	J	`jnl`	Utilizing Explainable AI for improving the Performance of Neural Networks. CoRR Huawei Sun, Lorenzo Servadei, Hao Feng, Michael Stephan, Robert Wille, Avik Santra
2022	C	`conf`	XAI-BayesHAR: A novel Framework for Human Activity Recognition with Integrated Uncertainty and Shapely Values. ICMLA Anand Dubey, Niall Lyons, Avik Santra, Ashutosh Pandey
2022	J	`jnl`	XAI-BayesHAR: A novel Framework for Human Activity Recognition with Integrated Uncertainty and Shapely Values. CoRR Anand Dubey, Niall Lyons, Avik Santra, Ashutosh Pandey
2022	J	`jnl`	XAI-Increment: A Novel Approach Leveraging LIME Explanations for Improved Incremental Learning. CoRR Arnab Neelim Mazumder, Niall Lyons, Anand Dubey, Ashutosh Pandey, Avik Santra
2021	J	`jnl`	A Bayesian Framework for Integrated Deep Metric Learning and Tracking of Vulnerable Road Users Using Automotive Radars. IEEE Access Anand Dubey, Avik Santra, Jonas Fuchs, Maximilian Lübke, Robert Weigel, Fabian Lurz
2021	J	`jnl`	Analysis of Edge-Optimized Deep Learning Classifiers for Radar-Based Gesture Recognition. IEEE Access Mateusz Chmurski, Mariusz Zubert, Kay Bierzynski, Avik Santra
2021	—	`conf`	Bayesradar : Bayesian Metric-Kalman Filter Learning for Improved and Reliable Radar Target Classification. MLSP Anand Dubey, Avik Santra, Jonas Fuchs, Maximilian Lübke, Robert Weigel, Fabian Lurz
2021	J	`jnl`	Highly-Optimized Radar-Based Gesture Recognition System with Depthwise Expansion Module. Sensors Mateusz Chmurski, Gianfranco Mauro, Avik Santra, Mariusz Zubert, Gökberk Dagasan
2021	C	`conf`	Improved Deep Representation Learning for Human Activity Recognition using IMU Sensors. ICMLA Niall Lyons, Avik Santra, Ashutosh Pandey
2021	—	`conf`	Improved Target Detection and Feature Extraction using a Complex-Valued Adaptive Sine Filter on Radar Time Domain Data. EUSIPCO Thomas Stadelmayer, Avik Santra, Markus Stadelmayer, Robert Weigel, Fabian Lurz
2021	Misc	`conf`	Integrated Classification and Localization of Targets Using Bayesian Framework In Automotive Radars. ICASSP Anand Dubey, Avik Santra, Jonas Fuchs, Maximilian Lübke, Robert Weigel, Fabian Lurz
2021	J	`jnl`	Label-Aware Ranked Loss for robust People Counting using Automotive in-cabin Radar. CoRR Lorenzo Servadei, Huawei Sun, Julius Ott, Michael Stephan, Souvik Hazra, Thomas Stadelmayer, Daniela Sanchez Lopera, Robert Wille, Avik Santra
2021	—	`conf`	People Counting Solution Using an FMCW Radar with Knowledge Distillation From Camera Data. IEEE SENSORS Michael Stephan, Souvik Hazra, Avik Santra, Robert Weigel, Georg Fischer
2021	C	`conf`	Radar-Based Gesture Recognition System using Spiking Neural Network. ETFA Muhammad Arsalan, Avik Santra, Mateusz Chmurski, Moamen El-Masry, Gianfranco Mauro, Vadim Issakov
2020	B	`conf`	Air-Writing with Sparse Network of Radars using Spatio-Temporal Learning. ICPR Muhammad Arsalan, Avik Santra, Kay Bierzynski, Vadim Issakov
2020	J	`jnl`	Ambiguity function and imaging performance of coded FMCW waveforms with fast 4D receiver processing in MIMO radar. Digit. Signal Process. Avik Santra, Alexander Rudolf Ganis, Jan Mietzner, Volker Ziegler
2020	J	`jnl`	COVIDLite: A depth-wise separable deep neural network with white balance and CLAHE for detection of COVID-19. CoRR Manu Siddhartha, Avik Santra
2020	—	`conf`	Human Activity Classification Using mm-Wave FMCW Radar by Improved Representation Learning. mmNets Thomas Stadelmayer, Markus Stadelmayer, Avik Santra, Robert Weigel, Fabian Lurz
2020	B	`conf`	Radar Image Reconstruction from Raw ADC Data using Parametric Variational Autoencoder with Domain Adaptation. ICPR Michael Stephan, Thomas Stadelmayer, Avik Santra, Georg Fischer, Robert Weigel, Fabian Lurz
2020	C	`conf`	Radar Trajectory-based Air-Writing Recognition using Temporal Convolutional Network. ICMLA Muhammad Arsalan, Avik Santra, Vadim Issakov
2020	B	`conf`	Space-Time Waveform Coding for Joint Radar and Wireless Communications (RadCom) Applications. WCNC Jan Mietzner, Avik Santra
2019	C	`conf`	Radar Gesture Recognition System in Presence of Interference using Self-Attention Neural Network. ICMLA Souvik Hazra, Avik Santra
2019	C	`conf`	Radar-Based Human Target Detection using Deep Residual U-Net for Smart Home Applications. ICMLA Michael Stephan, Avik Santra
2019	C	`conf`	Radar-Based Non-intrusive Fall Motion Recognition using Deformable Convolutional Neural Network. ICMLA Yogesh Shankar, Souvik Hazra, Avik Santra
2019	J	`jnl`	Short-Range Radar-Based Gesture Recognition System Using 3D CNN With Triplet Loss. IEEE Access Souvik Hazra, Avik Santra
2017	J	`jnl`	A Novel Subspace Based Method for Compensation of Multiple CFOs in Uplink MIMO OFDM Systems. IEEE Commun. Lett. Avik Santra, K. V. S. Hari
2016	Misc	`conf`	SINR performance of matched illumination signals with dynamic target models. ICASSP Avik Santra, Raja Santhanakumar, Kaushal Jadia, Rajan Srinivasan
2015	J	`jnl`	Ambiguity functions, processing gains, and Cramer-Rao bounds for matched illumination radar signals. IEEE Trans. Aerosp. Electron. Syst. Avik Santra, Rajan Srinivasan, Kaushal Jadia, Guillaume Alléon