Siddhartha Gairola

@unpublished{gairola2026disparq,
  author = {Adam Pardyl and Siddhartha Gairola and Sukrut Rao and Adam Wr{\'o}bel and Bartosz Zieli{\'n}ski and Bernt Schiele and Dawid Rymarczyk},
  title  = {{DisParQ}: Self-Supervised Part Concepts for Interpretable Vision Foundation Models},
  note   = {Under submission},
  year   = {2026}
}

@inproceedings{gairola2026stranger,
  author    = {Siddhartha Gairola and Jiahao Xie and Anna Kukleva and Francesco Locatello and Bernt Schiele},
  title     = {Stranger Things: When Objects Appear Without Their Typical Neighbours},
  booktitle = {Conference on Neural Information Processing Systems (NeurIPS)},
  year      = {2026}
}

@inproceedings{gairola2026dave,
  author    = {Adam Wr{\'o}bel and Siddhartha Gairola and Jacek Tabor and Bernt Schiele and Bartosz Zieli{\'n}ski and Dawid Rymarczyk},
  title     = {{DAVE}: Distribution-aware Attribution via {ViT} Gradient Decomposition},
  booktitle = {International Conference on Machine Learning (ICML)},
  year      = {2026},
  url       = {https://arxiv.org/abs/2602.06613}
}

@inproceedings{gairola2026aloe,
  author    = {Raphael Maser and Siddhartha Gairola and Sukrut Rao and Bernt Schiele},
  title     = {Align Once to Explain: Feature Alignment for Scalable B-cosification of Foundational Vision Transformers},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year      = {2026},
  url       = {https://cvpr.thecvf.com/virtual/2026/poster/40400}
}

@inproceedings{gairola2025probe,
  author    = {Siddhartha Gairola and Moritz B{\"o}hle and Francesco Locatello and Bernt Schiele},
  title     = {How to Probe: Simple Yet Effective Techniques for Improving Post-hoc Explanations},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year      = {2025},
  url       = {https://openreview.net/pdf?id=57NfyYxh5f}
}

@inproceedings{ganatra2025smartkcpp,
  author    = {Vaibhav Ganatra and Siddhartha Gairola and Pallavi Joshi and Anand Balasubramaniam and Kaushik Murali and Anusha Varadharajan and Bhavana Mallikarjuna and Nipun Kwatra and Mohit Jain},
  title     = {{SmartKC}++: Improving Performance of Smartphone-Based Corneal Topographers},
  booktitle = {IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
  year      = {2025},
  url       = {https://openaccess.thecvf.com/content/WACV2025/html/Ganatra_SmartKC_Improving_Performance_of_Smartphone-Based_Corneal_Topographers_WACV_2025_paper.html}
}

@inproceedings{gairola2022keratoconus,
  author    = {Siddhartha Gairola and Pallavi Joshi and Anand Balasubramaniam and Kaushik Murali and Nipun Kwatra and Mohit Jain},
  title     = {Keratoconus Classifier for Smartphone-based Corneal Topographer},
  booktitle = {IEEE Engineering in Medicine and Biology Conference (EMBC)},
  year      = {2022},
  url       = {https://arxiv.org/abs/2205.03702}
}

@article{aggarwal2022retinoscopy,
  author  = {Aditya Aggarwal and Siddhartha Gairola and Uddeshya Upadhyay and Akshay P. Vasishta and Diwakar Rao and Aditya Goyal and Kaushik Murali and Nipun Kwatra and Mohit Jain},
  title   = {Towards Automating Retinoscopy for Refractive Error Diagnosis},
  journal = {Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT)},
  volume  = {6},
  number  = {3},
  year    = {2022},
  url     = {https://arxiv.org/abs/2208.05552}
}

@article{gairola2021smartkc,
  author  = {Siddhartha Gairola and Murtuza Bohra and Nadeem Shaheer and Navya Jayaprakash and Pallavi Joshi and Anand Balasubramaniam and Kaushik Murali and Nipun Kwatra and Mohit Jain},
  title   = {{SmartKC}: Smartphone-based Corneal Topographer for Keratoconus Detection},
  journal = {Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT)},
  volume  = {5},
  number  = {4},
  year    = {2021},
  url     = {https://sidgairo18.github.io/smartkc.pdf}
}

@inproceedings{gairola2021respirenet,
  author    = {Siddhartha Gairola and Francis Tom and Nipun Kwatra and Mohit Jain},
  title     = {{RespireNet}: A Deep Neural Network for Accurately Detecting Abnormal Lung Sounds in Limited Data Setting},
  booktitle = {IEEE Engineering in Medicine and Biology Conference (EMBC)},
  year      = {2021},
  url       = {https://arxiv.org/pdf/2011.00196.pdf}
}

@inproceedings{gairola2020simpropnet,
  author    = {Siddhartha Gairola and Ayush Chopra and Mayur Hemani and {Balaji K.}},
  title     = {{SimPropNet}: Improved Similarity Propagation for Few-Shot Image Segmentation},
  booktitle = {International Joint Conference on Artificial Intelligence (IJCAI)},
  year      = {2020},
  url       = {https://www.ijcai.org/Proceedings/2020/0080.pdf}
}

@inproceedings{gairola2020style,
  author    = {Siddhartha Gairola and Rajvi Shah and P. J. Narayanan},
  title     = {Unsupervised Image Style Embeddings for Retrieval and Recognition Tasks},
  booktitle = {IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
  year      = {2020},
  url       = {https://openaccess.thecvf.com/content_WACV_2020/papers/Gairola_Unsupervised_Image_Style_Embeddings_for_Retrieval_and_Recognition_Tasks_WACV_2020_paper.pdf}
}

@inproceedings{kumar2018clickbait,
  author    = {Vaibhav Kumar and Dhruv Khattar and Siddhartha Gairola and Yash Kumar Lal and Vasudeva Varma},
  title     = {Identifying Clickbait: A Multi-Strategy Approach Using Neural Networks},
  booktitle = {ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)},
  year      = {2018},
  url       = {https://arxiv.org/pdf/1710.01507.pdf}
}

@inproceedings{rawat2018sky,
  author    = {Saumya Rawat and Siddhartha Gairola and Rajvi Shah and P. J. Narayanan},
  title     = {Find Me a Sky: A Data-Driven Method for Color-Consistent Sky Search and Replacement},
  booktitle = {International Conference on Multimedia Modeling (MMM)},
  year      = {2018},
  url       = {https://sidgairo18.github.io/sky.pdf}
}