I am a senior machine learning researcher specializing in computer vision, with expertise in generative modeling, segmentation and classical computer vision. Currently driving innovation at Picsart, where I contribute to groundbreaking projects in image and video domains. Additionally, I share my knowledge and expertise as a Computer Vision Lecturer in the Applied Statistics and Data Science (ASDS) Master’s program at YSU , while also supervising master’s theses for students.
My research interest lies in computer vision:
Please feel free to contact me by email for any questions!
@article{streamingt2v,
title={StreamingT2V: Consistent, Dynamic, and Extendable Long Video Generation from Text},
author={Henschel, Roberto and Khachatryan, Levon and Hayrapetyan, Daniil and Poghosyan, Hayk and Tadevosyan, Vahram and Wang, Zhangyang and Navasardyan, Shant and Shi, Humphrey},
journal={arXiv preprint arXiv:2403.14773},
year={2024}
}
@InProceedings{Atanyan_2024_WACV,
author = {Atanyan, Barsegh and Khachatryan, Levon and Navasardyan, Shant and Wei, Yunchao and Shi, Humphrey},
title = {Continuous Adaptation for Interactive Segmentation Using Teacher-Student Architecture},
booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
month = {January},
year = {2024},
pages = {789-799}
}
@article{text2video-zero,
title={Text2Video-Zero: Text-to-Image Diffusion Models are Zero-Shot Video Generators},
author={Khachatryan, Levon and Movsisyan, Andranik and Tadevosyan, Vahram and Henschel, Roberto and Wang, Zhangyang and Navasardyan, Shant and Shi, Humphrey},
journal={arXiv preprint arXiv:2303.13439},
year={2023}
}
@ARTICLE{10310257,
author={Guo, Jiayi and Manukyan, Hayk and Yang, Chenyu and Wang, Chaofei and Khachatryan, Levon and Navasardyan, Shant and Song, Shiji and Shi, Humphrey and Huang, Gao},
journal={IEEE Transactions on Circuits and Systems for Video Technology},
title={FaceCLIP: Facial Image-to-Video Translation via A Brief Text Description},
year={2023},
volume={},
number={},
pages={1-1},
keywords={Task analysis;Training;Faces;Solid modeling;Three-dimensional displays;Image synthesis;Image reconstruction;autoencoder;CLIP;facial video generation;image-to-video translation;text-guided;transformer},
doi={10.1109/TCSVT.2023.3330920}}
@ARTICLE{10183835,
author={Jiao, Siyu and Goel, Vidit and Navasardyan, Shant and Yang, Zongxin and Khachatryan, Levon and Yang, Yi and Wei, Yunchao and Zhao, Yao and Shi, Humphrey},
journal={IEEE Transactions on Image Processing},
title={Collaborative Content-Dependent Modeling: A Return to the Roots of Salient Object Detection},
year={2023},
volume={32},
number={},
pages={4237-4246},
keywords={Convolution;Task analysis;Head;Feature extraction;Decoding;Transformers;Object detection;Salient object detection;content-dependent modeling},
doi={10.1109/TIP.2023.3293759}}