Supreeth Narasimhaswamy


I am a Research Scientist at Adobe Firefly working on Generative AI. Specifically, I work on foundational image and video generative models.

Prior to joining Adobe, I was a PhD student in CVLab at Stony Brook University (New York, US), working on Computer Vision and Machine Learning. I am fortunate to have been supervised by Prof. Minh Hoai.

Mail Scholar Github LinkedIn

Profile picture

News

  • [Feb. 2024] Our work on generating plausible hands in diffusion-based text-to-image models is accepted to CVPR, 2024.
  • [Feb. 2024] Our work on segmenting and tracking hand-held objects is accepted to CVPR, 2024.
  • [Feb. 2024] I joined Adobe Firefly as a full-time Research Scientist.
  • [Feb. 2024] I successfully defended my PhD. This has been a fantastic journey!
  • [Dec. 2023] I completed a research internship at Adobe Research.
  • [Sep. 2023] Our preliminary work on diffusion-based hand generation is accepted at ICCV 2023 Hands Workshop.
  • [Oct. 2022] I talked about our work on hand analysis at Adobe Research. Thanks Yi Zhou and Yang Zhou for hosting.
  • [Sep. 2022] I completed a research internship at Snap Research, NYC.
  • [Jul. 2022] I gave a talk about our work on hand analysis at the Max Planck Institute for Intelligent Systems. Thanks Sai Dwivedi, Dimitrios Tzionas, and Michael Black for hosting.
  • [Mar. 2022] Two papers @ CVPR: Our work on hand-body association and hand tracking are accepted to CVPR 2022.
  • [Aug. 2021] I completed a research internship at Microsoft.
  • [Sep. 2020] Our work on joint hand detection and contact recognition is accepted to NeurIPS, 2020.
  • [Jul. 2019] Our work on detecting hands in unconstrained environments is accepted to ICCV, 2019.
  • [Jul. 2019] Our work on hand interactions in manual assembly settings is accepted to BMVC, 2019.
  • [Aug. 2018] I started my graduate studies at the Department of Computer Science, Stony Brook University.

Publications

Project image
HanDiffuser: Text-to-Image Generation With Realistic Hand Appearances
Supreeth Narasimhaswamy, Uttaran Bhattacharya, Xiang Chen, Ishita Dasgupta, Saayan Mitra, Minh Hoai
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
Project Page / Paper /
@InProceedings{sn_handiffuser_cvpr_2024, 
	author = {Supreeth Narasimhaswamy and Uttaran Bhattacharya and Xiang Chen and Ishita Dasgupta and Saayan Mitra and Minh Hoai}, 
	title = {HanDiffuser: Text-to-Image Generation With Realistic Hand Appearances}, 
	booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, 
	year = {2024}, 
}
Project image
HOIST-Former: Hand-held Objects Identification, Segmentation, and Tracking in the Wild
Supreeth Narasimhaswamy, Huy Nguyen, Lihan Huang, Minh Hoai
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
Project Page / Paper /
@InProceedings{sn_hoist_cvpr_2024, 
	author = {Supreeth Narasimhaswamy and Huy Nguyen and Lihan Huang and Minh Hoai}, 
	title = {HOIST-Former: Hand-held Objects Identification, Segmentation, and Tracking in the Wild}, 
	booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, 
	year = {2024}, 
}
Project image
Text-to-Hand-Image Generation Using Pose- and Mesh-Guided Diffusion
Supreeth Narasimhaswamy, Uttaran Bhattacharya, Xiang Chen, Ishita Dasgupta, Saayan Mitra
IEEE/CVF International Conference on Computer Vision (ICCV), International Workshop on Observing and Understanding Hands in Action, 2023
Project Page / Paper /
@InProceedings{sn_handdiffusion_iccv_2023, 
	author = {Supreeth Narasimhaswamy and Uttaran Bhattacharya and Xiang Chen and Ishita Dasgupta and Saayan Mitra}, 
	title = {Text-to-Hand-Image Generation Using Pose- and Mesh-Guided Diffusion}, 
	booktitle = {IEEE/CVF International Conference on Computer Vision (ICCV), International Workshop on Observing and Understanding Hands in Action}, 
	year = {2023}, 
}
Project image
Whose Hands Are These? Hand Detection and Hand-Body Association in the Wild
Supreeth Narasimhaswamy, Thanh Nguyen, Mingzhen Huang, Minh Hoai
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
Project Page / Paper / Code /
@InProceedings{sn_bodyhands_cvpr_2022, 
	author = {Supreeth Narasimhaswamy and Thanh Nguyen and Mingzhen Huang and Minh Hoai}, 
	title = {Whose Hands Are These? Hand Detection and Hand-Body Association in the Wild}, 
	booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, 
	year = {2022}, 
}
Project image
Forward Propagation, Backward Regression and Pose Association for Hand Tracking
Mingzhen Huang, Supreeth Narasimhaswamy, Saif Vazir, Haibin Ling, Minh Hoai
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
Project Page / Paper / Code /
@InProceedings{sn_handler_cvpr_2022, 
	author = {Mingzhen Huang and Supreeth Narasimhaswamy and Saif Vazir and Haibin Ling and Minh Hoai}, 
	title = {Forward Propagation, Backward Regression and Pose Association for Hand Tracking}, 
	booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, 
	year = {2022}, 
}
Project image
Detecting Hands and Recognizing Physical Contact in the Wild
Supreeth Narasimhaswamy, Trung Nguyen, Minh Hoai
Advances in Neural Information Processing Systems (NeurIPS), 2020
Project Page / Paper / Code /
@InProceedings{sn_contacthands_neurips_2020, 
	author = {Supreeth Narasimhaswamy and Trung Nguyen and Minh Hoai}, 
	title = {Detecting Hands and Recognizing Physical Contact in the Wild}, 
	booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, 
	year = {2020}, 
}
Project image
Contextual Attention for Hand Detection in the Wild
Supreeth Narasimhaswamy, Zhengwei Wei, Yang Wang, Justin Zhang, Minh Hoai
IEEE/CVF International Conference. on Computer Vision (ICCV), 2019
Project Page / Paper / Code /
@InProceedings{sn_handcnn_iccv_2019, 
	author = {Supreeth Narasimhaswamy and Zhengwei Wei and Yang Wang and Justin Zhang and Minh Hoai}, 
	title = {Contextual Attention for Hand Detection in the Wild}, 
	booktitle = {IEEE/CVF International Conference. on Computer Vision (ICCV)}, 
	year = {2019}, 
}
Project image
WorkingHands: A Hand-Tool Assembly Dataset for Image Segmentation and Activity Mining
Roy Shilkrot, Supreeth Narasimhaswamy, Saif Vazir, Minh Hoai
British Machine Vision Conference (BMVC), 2019
Project Page / Paper /
@InProceedings{sn_workinghands_bmvc_2019, 
	author = {Roy Shilkrot and Supreeth Narasimhaswamy and Saif Vazir and Minh Hoai}, 
	title = {WorkingHands: A Hand-Tool Assembly Dataset for Image Segmentation and Activity Mining}, 
	booktitle = {British Machine Vision Conference (BMVC)}, 
	year = {2019}, 
}

Webpage Template

This website is based on a template from Michael Niemeyer.