I am currently an ML Resident at AMII in the Advanced Technology team.
My research interests lie at the intersection of computer vision and machine learning, especially it’s application in solving meaningul problems in healthcare and life sciences. I am interested in building intelligent and interpretable systems that assist humans in their daily lives.
If you are interested in discussing these research topics, please feel free to reach out to me.
@inproceedings{jiang2025unpose,title={UnPose: Uncertainty-Guided Diffusion Priors for Zero-Shot Pose Estimation},author={Jiang, Zhaodong and Sinha, Ashish and Cao, Tongtong and Ren, Yuan and Liu, Bingbing and Xu, Binbin},booktitle={Conference on Robot Learning (CoRL)},year={2025},}
@article{sinha2024dermsynth3d,title={DermSynth3D: Synthesis of in-the-wild annotated dermatology images},author={Sinha, Ashish and Kawahara, Jeremy and Pakzad, Arezou and Abhishek, Kumar and Ruthven, Matthieu and Ghorbel, Enjie and Kacem, Anis and Aouada, Djamila and Hamarneh, Ghassan},journal={Medical Image Analysis},volume={95},pages={103145},year={2024},publisher={Elsevier},}
@inproceedings{sinha2024trind,title={TrIND: Representing Anatomical Trees by Denoising Diffusion of Implicit Neural Fields},author={Sinha, Ashish and Hamarneh, Ghassan},booktitle={International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI)},volume={15012},year={2024},}
@article{sinha2020multi,title={Multi-scale self-guided attention for medical image segmentation},author={Sinha, Ashish and Dolz, Jose},journal={IEEE journal of biomedical and health informatics},year={2020},publisher={IEEE},}
