- Yixuan Sun, Tanwi Mallick, Prasanna Balaprakash, and Jane Macfarlane. A data-centric weak supervised learning for highway traffic incident detection. Accident Analysis & Prevention, 176, p.106779, August 2022.
- Tanwi Mallick, Prasanna Balaprakash, Erik Rask, and Jane Macfarlane. Graph-partitioning-based diffusion convolutional recurrent neural network for large-scale traffic forecasting, Transportation Research Record, Vol 2674, Issue 9, pp. 473-488, 2020. -- PDF
- Tanwi Mallick, Prasanna Balaprakash, Erik Rask, and Jane Macfarlane. Transfer Learning with Graph Neural Networks for Short-Term Highway Traffic Forecasting. 25th International Conference on Pattern Recognition (ICPR2020), 10367-10374. -- PDF, CODE
- Tanwi Mallick, Mariam Kiran, Bashir Mohammed, Prasanna Balaprakash. Dynamic Graph Neural Network for Traffic Forecasting in Wide Area Networks. Accepted in the special session Machine Learning on Big Data (MLBD 2020), Big Data 2020. -- PDF
- Tanwi Mallick, Partha Pratim Das, and Arun Kumar Majumdar. Beat Detection and Automatic Annotation of the Music of Bharatanatyam Dance using Speech Recognition Techniques. arXiv preprint arXiv:2004.08269, 2020. -- PDF
- Tanwi Mallick, Partha Pratim Das, and Arun Kumar Majumdar. Posture and sequence recognition for Bharatanatyam dance performances using machine learning approach. Journal of Visual Communication and Image Representation, 87, p.103548, 2022. -- PDF
- Tanwi Mallick, Partha Pratim Das, and Arun Kumar Majumdar. Characterization, Detection, and Synchronization of Audio-Video Events in Bharatanatyam Adavus. Heritage Preservation. Springer, Singapore, pp 241-268, 2018.-- PDF
- Achyuta Aich, Tanwi Mallick, Himadri B.G.S. Bhuyan, Partha Pratim Das, and Arun Kumar Majumdar. NrityaGuru: A Dance Tutoring System for Bharatanatyam using Kinect. In Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG 2017), vol 841. Springer, Singapore, p 481-493, 2017. -- PDF
- Anindhya Sankhla, Vinanti Kalangutkar, Himadri B.G.S. Bhuyan, Tanwi Mallick, Vivek Nautiyal, Partha Pratim Das, and Arun Kumar Majumdar. Automated Translation of Human Postures from Kinect Data to Labanotation. In Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG 2017), vol 841. Springer, Singapore, pp 494-505, 2017.
- Tanwi Mallick, Aakash Anuj, Partha Pratim Das and Arun Kumar Majumdar. Using Musical Beats to Segment Videos of Bharatanatyam Adavu’s. In Computer Vision and Image Processing (CVIP 2016), Proc. International Conference on (2017), pp. 581–591, 2016. -- PDF
- Tanwi Mallick, Palash Goyel, Partha Pratim Das and Arun Kumar Majumdar. Facial Emotion Recognition from Kinect Data – An Appraisal of Kinect Face Tracking Library. In Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), Proc. 11th Joint Conference on (2016): Volume 4: VISAPP, pp. 525–532, 2016. -- PDF
- Tanwi Mallick, Ankit Khedia, Partha Pratim Das and Arun Kumar Majumdar. Fast Gait Recognition from Kinect Skeletons. In Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), Proc. 11th Joint Conference on. Volume 3: VISAPP, pp. 340–347, 2016. -- PDF
- Tanwi Mallick, Aakash Anuj, Partha Pratim Das and Arun Kumar Majumdar. Segmentation of Videos of Adavu’s in Bharatanatyam Dance by Musical Beats. In Frontiers of Research Speech and Music (FRSM 2015), pp. 175–180, 2015.
- Tanwi Mallick, Rishabh Agrawal, Partha Pratim Das and Arun Kumar Majumdar. Omni-directional Reconstruction of Human Figures from Depth Data using Mirrors. In Computer Vision Theory and Applications (VISAPP 2015), Proc. 10th International Conference on (2015), pp. 559–566, 2015. -- PDF
- Aakash Anuj, Tanwi Mallick, Partha Pratim Das and Arun Kumar Majumdar. Robust Control of Applications by Hand-Gestures. In Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG 2015), Proc. 5th National Conference on (2015), pp. 1–4, 2015. -- PDF
- Tanwi Mallick, Partha Pratim Das and Arun Kumar Majumdar. Characterizations of Noise in Kinect Depth Images: A Review. IEEE Sensor Journal (2014), Volume 14, Issue 6, pp. 1731-1740, 2014. -- PDF
- Tanwi Mallick, Partha Pratim Das and Arun Kumar Majumdar. Study of Interference Noise in Multi-Kinect Set-up. In Computer Vision Theory and Applications (VISAPP 2014), Proc. 9th International Conference on (2014), pp. 173–178, 2014.
- Tanwi Mallick, Partha Pratim Das and Arun Kumar Majumdar. Estimation of the Orientation and Distance of a Mirror from Kinect Depth Data. In Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG 2013), Proc. 4th National Conference on (2013), pp. 1–4, 2013.
- Tanwi Mallick, Gopa Bhaumik, Koyel Sinha Chowdhury, and Gautam Sanyal. Study and Analysis of. surveillance using Human Facial Expressions. Proc. International Conference on Systemic Cybernetics and Informatics (ICSCI 2010), pp 434-37, 2010.
- Gopa Bhaumik, Tanwi Mallick, Koyel Sinha Chowdhury, and Gautam Sanyal. Analysis and Detection of Human Faces by using Minimum Distance Classifier for Surveillance. Proc. International Conference on Recent Trends in Information, Telecommunication and Computing (ITC 2010), pp 265-67, 2010.
- Scalable Diffusion Convolution Recurrent Neural Network for Large-ScaleTraffic Forecasting, Women in Machine Learning, NeurIPS 2019.
- Learning to forecast entire California traffic within 3 hours, Postdoc symposium, Argonne National Laboratory, 2019
- Capture the story of Indian dance, Heidelberg Laureate Forum, 2014. -- BLOG