PUBLICATIONS

@inproceedings{kumar2022introducing,
  title = {Introducing Diversity in Feature Scatter Adversarial Training via Synthesis},
  author = {Kumar, Satyadwyoom and Narayan, Apurva},
  booktitle = {26th International Conference on Pattern Recognition (ICPR)},
  pages = {3069--3075},
  year = {2022},
  organization = {IEEE},
}

@inproceedings{kumar2022towards,
  title = {Towards Robust Certified Defense via Improved Randomized Smoothing},
  author = {Kumar, Satyadwyoom and Narayan, Apurva},
  booktitle = {International Joint Conference on Neural Networks (IJCNN)},
  pages = {1--8},
  year = {2022},
  organization = {IEEE},
}

@article{huaulme2023peg,
  title = {Peg Transfer Workflow recognition challenge report: Do multimodal data improve recognition?},
  author = {Huaulm{\'e}, Arnaud and Harada, Kanako and Nguyen, Quang-Minh and Park, Bogyu and Hong, Seungbum and Choi, Min-Kook and Peven, Michael and Li, Yunshuang and Long, Yonghao and Dou, Qi and Kumar, Satyadwyoom and Ren, Hongliang and others},
  journal = {Computer Methods and Programs in Biomedicine},
  volume = {236},
  pages = {107561},
  year = {2023},
  publisher = {Elsevier},
}

@article{kumar2024bbpatch,
  title = {BB-Patch: BlackBox Adversarial Patch-Attack using Zeroth-Order Optimization},
  author = {Kumar, Satyadwyoom and Gupta, Saurabh and Buduru, Arun Balaji},
  journal = {arXiv},
  pages = {},
  year = {2024},
  organization = {arXiv},
}

@article{kumar2025gan,
  title = {GAN Inversion and Shifting: Recommending Product Modifications to Sellers for Better User Preference},
  author = {Kumar, Satyadwyoom and Sharma, Abhijit and Narayan, Apurva},
  journal = {PeerJ Computer Science},
  volume = {11},
  pages = {e2553},
  year = {2025},
  publisher = {PeerJ Inc.},
}