Research Interests
My research specializes in developing neural network architectures for 3D motion analysis, modeling, and synthesis. My work involves leveraging advanced deep learning models, including transformers, diffusion models, and large visual-language models, for applications in motion-conditioned synthesis and multi-modal generation. I am passionate about applying these techniques to solve complex problems in computer vision and AI.
Publications
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ReMoS: 3D Motion-Conditioned Reaction Synthesis for Two-Person Interactions
Anindita Ghosh, Rishabh Dabral, Vladislav Golyanik, Christian Theobalt, Philipp Slusallek
European Conference on Computer Vision (ECCV), 2024
[Project page]
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IMoS: Intent-Driven Full-Body Motion Synthesis for Human-Object Interactions
Anindita Ghosh, Rishabh Dabral, Vladislav Golyanik, Christian Theobalt, Philipp Slusallek
EUROGRAPHICS Computer Graphics Forum 42 (2), 1-12, 2023
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Synthesis of Compositional Animations from Textual Descriptions
Anindita Ghosh, Noshaba Cheema, Cennet Oguz, Christian Theobalt, Philipp Slusallek
International Conference on Computer Vision (ICCV) 2021.
[Paper]
[Poster]
Also accepted as a poster:
"Text-Based Motion Synthesis with a Hierarchical Two-Stream RNN".
ACM SIGGRAPH 2021.
[Poster]
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Recent Positions
- June, 2024 - September 2024:
Research Intern at Snap Research , New York City, NY, USA
Worked on music driven two-person 3D dance motion synthesis.
Supervisor: Dr. Bing Zhou
- June, 2023 - September 2023:
Research Intern at Google Research , Mountain View, CA, USA
Working with the Talking heads group on facial expression (particularly lip motion) synthesis from audio input for visual dubbing.
Supervisor: Dr. Avisek Lahiri, Dr. Vivek Kwatra
- August, 2021 - Present:
Researcher at the German Research Centre for Artificial Intelligence (DFKI) , Saarbücken
Working with the Agents and Simulated Reality group on Human motion analysis, modelling and synthesis.
Supervisor: Dr. Philipp Slusallek
- April, 2020 - September, 2020:
Tutor for Image Processing and Computer Vision at Saarland Informatics Campus, Saarbücken.
Delivered tutorials, graded assignments and exams. Contact person: Prof. Joachim Weickert
- May, 2019 - July, 2021:
Researche Assistant at the German Research Centre for Artificial Intelligence (DFKI) , Saarbücken
Worked with the Agents and Simulated Reality group on parts of natural human motion simulation software and deep learning based text to motion synthesis.
Advisors: Erik Herrmann, Noshaba Cheema