Convolutional Neural Networks for Image Steganalysis
Dina Bashkirova. (2016). "Convolutional Neural Networks for Image Steganalysis." BioNanoScience.
CV
Education
- B.S. in GitHub, GitHub University, 2012
- M.S. in Jekyll, GitHub University, 2014
- Ph.D in Version Control Theory, GitHub University, 2018 (expected)
Work experience
- Summer 2015: Research Assistant
- Github University
- Duties included: Tagging issues
- Supervisor: Professor Git
- Fall 2015: Research Assistant
- Github University
- Duties included: Merging pull requests
- Supervisor: Professor Hub
Skills
- Skill 1
- Skill 2
- Sub-skill 2.1
- Sub-skill 2.2
- Sub-skill 2.3
- Skill 3
Publications
Fast L1 Gauss Transforms for Edge-Aware Image Filtering
Dina Bashkirova, Shin Yoshizawa, Roustam Latypov and Hideo Yokota. (2017). "Fast L1 Gauss Transforms for Edge-Aware Image Filtering." Proceedings of ISP RAS.
Unsupervised Video-to-Video Translation
Dina Bashkirova, Ben Usman and Kate Saenko. (2018). "Unsupervised Video-to-Video Translation.".
Adversarial Self-Defense for Cycle-Consistent GANs
Dina Bashkirova, Ben Usman and Kate Saenko. (2019). "Adversarial Self-Defense for Cycle-Consistent GANs.".
Evaluation of Correctness in Unsupervised Many-to-Many Image Translation
Dina Bashkirova, Ben Usman and Kate Saenko. (2021). "Evaluation of Correctness in Unsupervised Many-to-Many Image Translation.".
ZeroWaste Dataset: Towards Deformable Object Segmentation in Extreme Clutter
Dina Bashkirova, Mohamed O Abdelfattah, Ziliang Zhu, Fadi Alladkani, James Akl, Ping Hu, Vitaly Ablavsky, Berk Calli, Sarah Adel Bargal, Kate Saenko (2021). " ZeroWaste Dataset: Towards Deformable Object Segmentation in Extreme Clutter ".
Talks
Talk 1 on Relevant Topic in Your Field
Talk at UC San Francisco, Department of Testing, San Francisco, California
Tutorial 1 on Relevant Topic in Your Field
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley CA, USA
Talk 2 on Relevant Topic in Your Field
Talk at London School of Testing, London, UK
Conference Proceeding talk 3 on Relevant Topic in Your Field
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA
Teaching
Service and leadership
- Currently signed in to 43 different slack teams