publications

2026

1. CVPR Highlight

   Tracking by Predicting 3-D Gaussians Over Time

   Tanish Baranwal, Himanshu Gaurav Singh, Jathushan Rajasegaran, and Jitendra Malik

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , 2026

   arXiv Bib Website

   @inproceedings{baranwal2026tracking,
     show_all_authors = {true},
     title = {Tracking by Predicting 3-D Gaussians Over Time},
     author = {Baranwal, Tanish and Singh, Himanshu Gaurav and Rajasegaran, Jathushan and Malik, Jitendra},
     booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
     year = {2026},
   }

2025

1. Machine Learning-Based Anomaly Detection of Correlated Sensor Data: An Integrated Principal Component Analysis-Autoencoder Approach

   Tanish Baranwal, Arnab Das, Srihari Varada, and 2 more authors

   arXiv preprint arXiv:2505.24044, 2025

   Bib

   @article{baranwal2025anomaly,
     title = {Machine Learning-Based Anomaly Detection of Correlated Sensor Data: An Integrated Principal Component Analysis-Autoencoder Approach},
     author = {Baranwal, Tanish and Das, Arnab and Varada, Srihari and Das, Santanu and Haider, Mohammad R.},
     journal = {arXiv preprint arXiv:2505.24044},
     year = {2025},
     doi = {10.48550/arXiv.2505.24044},
     url = {https://arxiv.org/abs/2505.24044},
   }

2024

1. APL ML

   

   Dreaming of Electrical Waves: Generative Modeling of Cardiac Excitation Waves using Diffusion Models

   Tanish Baranwal, Jan Lebert, and Jan Christoph

   APL Machine Learning, 2024

   Bib

   @article{baranwal2024dreaming,
     title = {Dreaming of Electrical Waves: Generative Modeling of Cardiac Excitation Waves using Diffusion Models},
     author = {Baranwal, Tanish and Lebert, Jan and Christoph, Jan},
     journal = {APL Machine Learning},
     volume = {2},
     number = {3},
     pages = {036113},
     year = {2024},
     doi = {10.1063/5.0194391},
     url = {https://pubs.aip.org/aip/aml/article/2/3/036113/3313776/Dreaming-of-electrical-waves-Generative-modeling},
   }

2. WF-IoT

   Fault-Tolerant IoT System Using Software-Based “Digital Twin”

   Tanish Baranwal, Srihari Varada, Santanu Das, and 1 more author

   In Proceedings of the 10th IEEE World Forum on Internet of Things (WF-IoT) , 2024

   Bib

   @inproceedings{baranwal2024digitaltwin,
     title = {Fault-Tolerant IoT System Using Software-Based “Digital Twin”},
     author = {Baranwal, Tanish and Varada, Srihari and Das, Santanu and Haider, Mohammad R.},
     booktitle = {Proceedings of the 10th IEEE World Forum on Internet of Things (WF-IoT)},
     address = {Ottawa, Canada},
     pages = {828--833},
     year = {2024},
     doi = {10.1109/WF-IoT62078.2024.10811168},
     url = {https://doi.org/10.1109/WF-IoT62078.2024.10811168},
   }

3. Discrete vs. Continuous Trade-offs for Generative Models

   Jathin Korrapati, Tanish Baranwal, and Rahul Shah

   arXiv preprint arXiv:2412.19114, 2024

   Bib

   @article{korrapati2024discrete,
     title = {Discrete vs.\ Continuous Trade-offs for Generative Models},
     author = {Korrapati, Jathin and Baranwal, Tanish and Shah, Rahul},
     journal = {arXiv preprint arXiv:2412.19114},
     year = {2024},
     doi = {10.48550/arXiv.2412.19114},
     url = {https://arxiv.org/abs/2412.19114},
   }

2023

1. Quantitative Definition of Chemical Synthetic Pathway Complexity of Organic Compounds

   Tanish Baranwal, Howard Huang, Udbhav Avadhani, and 8 more authors

   Journal of Emerging Investigators, Jun 2023

   Bib

   @article{baranwal2023complexity,
     title = {Quantitative Definition of Chemical Synthetic Pathway Complexity of Organic Compounds},
     author = {Baranwal, Tanish and Huang, Howard and Avadhani, Udbhav and Goyal, Anya and Samavedam, Akhil and Hu, Timothy and Kale, Mihir and Nepani, Tvisha and Srikanth, Vishak and Downing, Robert and Njoo, Edward},
     journal = {Journal of Emerging Investigators},
     year = {2023},
     month = jun,
     doi = {10.59720/22-009},
     url = {https://doi.org/10.59720/22-009},
   }

2022

1. Development of a Novel Machine Learning Platform to Identify Structural Trends among NNRTI HIV-1 Reverse Transcriptase Inhibitors

   Bhavesh Ashok, Tanish Baranwal, Udbhav Avadhani, and 7 more authors

   Journal of Emerging Investigators, Jun 2022

   Bib

   @article{baranwal2022nnrti,
     title = {Development of a Novel Machine Learning Platform to Identify Structural Trends among NNRTI HIV-1 Reverse Transcriptase Inhibitors},
     author = {Ashok, Bhavesh and Baranwal, Tanish and Avadhani, Udbhav and Biddala, Geethika and Nepani, Tvisha and Srikanth, Vishak and Zaceria, Luqman and Williams, Natalia and Downing, Robert and Njoo, Edward},
     journal = {Journal of Emerging Investigators},
     year = {2022},
     month = jun,
     doi = {10.59720/21-098},
     url = {https://doi.org/10.59720/21-098},
   }