Research output per year
Research output per year
1 WEST 3.62
Accepting Doctoral Students
🌟 Interdisciplinary AI: My research blends Computer Vision with Arts, Humanities, and in the past Medical Imaging, developing innovative AI solutions for creative domains like visual arts and tackling challenges in medical diagnostics. I focus on generative models, 3D reconstruction, multimodal large language models, depth estimation, visual saliency, and multitask learning aiming to push the boundaries of how AI integrates into society.
🧠 Cognitive Systems & AI Ethics: I am passionate about exploring how AI interacts with human cognition and understanding the ethical and social impacts of AI technologies. My work seeks to create AI systems that align with human values, ensuring that they are responsible and inclusive.
🎓 Visual Computing: I enjoy teaching courses in Visual Computing, Computer Vision, AI Product Maanagement, and Machine Learning. I am particularly enthusiastic about sharing real-world applications of AI in arts with my students as I have worked in multinational corporate teams that appreciate such innovations!
📚 Mentoring the Next Generation: Teaching is not just about imparting knowledge, but inspiring creativity and critical thinking. I strive to create an inclusive classroom where diverse perspectives are encouraged, and students can collaborate on cutting-edge AI projects.
✨ Athena SWAN Chair & EDI Advocate: As the Chair of the Department’s Self-Assessment Team (DSAT) and a member of the Equality, Diversity, & Inclusion Committee, I am committed to fostering a culture that values diversity in STEM. I have been recognised for my outreach efforts as a mentor for various non-profit initiative for teaching children and empowering women in technology. I am the organiser of Women in Computer Vision Workshop in CVPR 2025, Nashville, and in the past in CVPR 2024, Seattle. I have been a mentor for Women in STEM in ECCV 2024, Milan. Through these efforts, I aim to bring STEM to communities inclusive of all representations- gender, sexual orientation, nationality, and race.
💡 Conference & Workshop Leadership: I am the organizer of the Women in Computer Vision Workshop at CVPR 2025, CVPR 2024, and the AI for Visual Arts Workshop at ECCV 2024. I also organize events for early-career researchers, creating spaces for networking and collaboration both nationally and internationally.
🚀 Supervising Future Innovators: I am always excited to supervise doctoral students who are passionate about AI, Computer Vision, or interdisciplinary applications of AI. I have supervised 5 doctoral students until now, 21 Master research students and 13 Bachelor students across the US, Switzerland, aand China. Whether you are interested in deep learning for visual arts or medical imaging, I look forward to guiding students through impactful research that challenges the status quo. I am happy to chat more about impact-driven research brought by interdisciplinary AI. Please feel free to reach out via email: db2466 (at) bath (dot) ac (dot) uk
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Computer Science, Doctor of Science, Estimating Image Depths in Comics Domain, Swiss Federal Inst of Technology (EPFL)
1 Mar 2019 → 31 Mar 2023
Award Date: 18 Jul 2023
Computer Science, Master of Science, An Evolutionary Learning Algorithm based on Plant Intelligence to solve Optimization Problems, Kyungpook National University
1 Aug 2015 → 1 Aug 2017
Award Date: 15 May 2017
Postdoctoral Scientist, Swiss Federal Inst of Technology (EPFL)
1 Sept 2023 → 30 Jun 2024
Google Inside Look Intern, Google Research
Jul 2019
Project Lead, Samsung Postech Intelligent Media Research Centre
1 Aug 2018 → 1 Feb 2019
Deep Learning Research Engineer, Samsung Postech Intelligent Media Research Centre
1 Aug 2017 → 31 Jul 2018
Machine LearningResearcher, Brain Korea 21 + Research Project, Ministry of Education
1 Aug 2016 → 30 Jul 2017
Google Summer of Code Intern, Google Research
1 May 2015 → 1 Aug 2015
Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding
Research output: Working paper / Preprint › Preprint
Research output: Working paper / Preprint › Preprint
Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding
Research output: Working paper / Preprint › Preprint