Tanwi Mallick

According to our database, Tanwi Mallick authored at least 32 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Uncertainty Quantification for Traffic Forecasting Using Deep-Ensemble-Based Spatiotemporal Graph Neural Networks.

Tanwi Mallick, Jane MacFarlane, Prasanna Balaprakash

IEEE Trans. Intell. Transp. Syst., August, 2024

Multi-Modal and Multi-Agent Systems Meet Rationality: A Survey.

Bowen Jiang, Yangxinyu Xie, Xiaomeng Wang, Weijie J. Su, Camillo J. Taylor, Tanwi Mallick

CoRR, 2024

WildfireGPT: Tailored Large Language Model for Wildfire Analysis.

Yangxinyu Xie, Tanwi Mallick, Joshua David Bergerson, John K. Hutchison, Duane R. Verner, Jordan Branham, M. Ross Alexander, Robert B. Ross, Yan Feng, Leslie-Anne Levy, Weijie J. Su

CoRR, 2024

Analyzing Regional Impacts of Climate Change using Natural Language Processing Techniques.

Tanwi Mallick, John Murphy, Joshua David Bergerson, Duane R. Verner, John K. Hutchison, Leslie-Anne Levy

CoRR, 2024

Surrogate Modeling for HPC Application Iteration Times Forecasting with Network Features.

Xiongxiao Xu, Kevin A. Brown, Tanwi Mallick, Xin Wang, Elkin Cruz-Camacho, Robert B. Ross, Christopher D. Carothers, Zhiling Lan, Kai Shu

Proceedings of the 38th ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2024

IPDPS 2024 PhD Forum.

Sanmukh Kuppannagari, Tanwi Mallick

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

Wavelet-Inspired Multiscale Graph Convolutional Recurrent Network for Traffic Forecasting.

Qipeng Qian, Tanwi Mallick

Proceedings of the IEEE International Conference on Acoustics, 2024

A Peek into Token Bias: Large Language Models Are Not Yet Genuine Reasoners.

Bowen Jiang, Yangxinyu Xie, Zhuoqun Hao, Xiaomeng Wang, Tanwi Mallick, Weijie Su, Camillo J. Taylor, Dan Roth

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Welcome Message from LLMxHPC Workshop.

Kevin A. Brown, Tanwi Mallick, Juliane Mueller, Aleksandr Drozd

Proceedings of the IEEE International Conference on Cluster Computing, 2024

2023

A Comparative Study of Loss Functions: Traffic Predictions in Regular and Congestion Scenarios.

Yangxinyu Xie, Tanwi Mallick

CoRR, 2023

Analyzing the impact of climate change on critical infrastructure from the scientific literature: A weakly supervised NLP approach.

Tanwi Mallick, Joshua David Bergerson, Duane R. Verner, John K. Hutchison, Leslie-Anne Levy, Prasanna Balaprakash

CoRR, 2023

Graph Pyramid Autoformer for Long- Term Traffic Forecasting.

Weiheng Zhong, Tanwi Mallick, Jane MacFarlane, Hadi Meidani, Prasanna Balaprakash

Proceedings of the International Conference on Machine Learning and Applications, 2023

2022

Posture and sequence recognition for <i>Bharatanatyam</i> dance performances using machine learning approaches.

Tanwi Mallick, Partha Pratim Das, Arun Kumar Majumdar

J. Vis. Commun. Image Represent., 2022

Explainable Graph Pyramid Autoformer for Long-Term Traffic Forecasting.

Weiheng Zhong, Tanwi Mallick, Hadi Meidani, Jane MacFarlane, Prasanna Balaprakash

CoRR, 2022

Deep-Ensemble-Based Uncertainty Quantification in Spatiotemporal Graph Neural Networks for Traffic Forecasting.

Tanwi Mallick, Prasanna Balaprakash, Jane MacFarlane

CoRR, 2022

2021

A data-centric weak supervised learning for highway traffic incident detection.

Yixuan Sun, Tanwi Mallick, Prasanna Balaprakash, Jane MacFarlane

CoRR, 2021

2020

Dynamic Graph Neural Network for Traffic Forecasting in Wide Area Networks.

Tanwi Mallick, Mariam Kiran, Bashir Mohammed, Prasanna Balaprakash

CoRR, 2020

Bharatanatyam Dance Transcription using Multimedia Ontology and Machine Learning.

Tanwi Mallick, Partha Pratim Das, Arun Kumar Majumdar

CoRR, 2020

Beat Detection and Automatic Annotation of the Music of Bharatanatyam Dance using Speech Recognition Techniques.

Tanwi Mallick, Partha Pratim Das, Arun Kumar Majumdar

CoRR, 2020

Transfer Learning with Graph Neural Networks for Short-Term Highway Traffic Forecasting.

Tanwi Mallick, Prasanna Balaprakash, Eric Rask, Jane MacFarlane

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Graph-Partitioning-Based Diffusion Convolution Recurrent Neural Network for Large-Scale Traffic Forecasting.

Tanwi Mallick, Prasanna Balaprakash, Eric Rask, Jane MacFarlane

CoRR, 2019

Posture and sequence recognition for Bharatanatyam dance performances using machine learning approach.

Tanwi Mallick, Partha Pratim Das, Arun Kumar Majumdar

CoRR, 2019

2018

Characterization, Detection, and Synchronization of Audio-Video Events in Bharatanatyam Adavus.

Tanwi Mallick, Partha Pratim Das, Arun Kumar Majumdar

Proceedings of the Heritage Preservation - A Computational Approach, 2018

2017

Automated Translation of Human Postures from Kinect Data to Labanotation.

Anindhya Sankhla, Vinanti Kalangutkar, Himadri B. G. S. Bhuyan, Tanwi Mallick, Vivek Nautiyal, Partha Pratim Das, Arun Kumar Majumdar

Proceedings of the Computer Vision, Pattern Recognition, Image Processing, and Graphics, 2017

NrityaGuru: A Dance Tutoring System for Bharatanatyam Using Kinect.

Achyuta Aich, Tanwi Mallick, Himadri B. G. S. Bhuyan, Partha Pratim Das, Arun Kumar Majumdar

Proceedings of the Computer Vision, Pattern Recognition, Image Processing, and Graphics, 2017

2016

Fast Gait Recognition from Kinect Skeletons.

Tanwi Mallick, Ankit Khedia, Partha Pratim Das, Arun Kumar Majumdar

Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Facial Emotion Recognition from Kinect Data - An Appraisal of Kinect Face Tracking Library.

Tanwi Mallick, Palash Goyal, Partha Pratim Das, Arun Kumar Majumdar

Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Using Musical Beats to Segment Videos of Bharatanatyam Adavus.

Tanwi Mallick, Akash Anuj, Partha Pratim Das, Arun Kumar Majumdar

Proceedings of International Conference on Computer Vision and Image Processing, 2016

2015

Omni-directional Reconstruction of Human Figures from Depth Data using Mirrors.

Tanwi Mallick, Rishabh Agrawal, Partha Pratim Das, Arun Kumar Majumdar

Proceedings of the VISAPP 2015, 2015

Robust control of applications by hand-gestures.

Akash Anuj, Tanwi Mallick, Partha Pratim Das, Arun Kumar Majumdar

Proceedings of the 2015 Fifth National Conference on Computer Vision, 2015

2014

Study of Interference Noise in Multi-Kinect Set-up.

Tanwi Mallick, Partha Pratim Das, Arun K. Majumdar

Proceedings of the VISAPP 2014, 2014

2013

Estimation of the orientation and distance of a mirror from Kinect depth data.

Tanwi Mallick, Partha Pratim Das, Arun Kumar Majumdar

Proceedings of the Fourth National Conference on Computer Vision, 2013