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Pradyumn Goyal

Ph.D. Student
University of Massachusetts Amherst
pradyumngoya@umass.edu


About Me

I am a Ph.D. student at UMass Amherst, advised by Prof. Evangelos Kalogerakis. Broadly I am interested in 3D object functionality understanding, motion prediction, and generation. I received my bachelor’s in Computer Science from UMass Amherst. In my free time I like to play racquet sports like squash and tennis.

Publications

  1. BLARM: Animating 3D Objects from Video via Blending LAtent Rigid Motion Primitives
    Pradyumn Goyal, Yizhak Ben-Shabat, Hsueh-Ti Derek Liu, Haomiao Jiang, Snehasish Mukherjee, Kyle Spence, Mark Stauber, Evangelos Kalogerakis, Yunze Zeng
    Proceedings of NeurIPS 2026.
    PDF Project Page

  2. GEOPARD Geometric Pretraining for Articulation Prediction in 3D Shapes
    Pradyumn Goyal, Dmitry Petrov, Sheldon Andrews, Yizhak Ben-Shabat, Hsueh-Ti Derek Liu, Evangelos Kalogerakis
    Proceedings of ICCV 2025.
    PDF Project Page

  3. ShapeWords Guiding Text-to-Image Synthesis with 3D Shape-Aware Prompts
    Dmitry Petrov, Pradyumn Goyal, Divyansh Shivashok, Yuanming Tao, Melinos Averkiou, Evangelos Kalogerakis
    Proceedings of CVPR 2025.
    PDF Project Page

  4. GEM3D GEnerative Medial Abstractions for 3D Shape Synthesis
    Dmitry Petrov, Pradyumn Goyal, Vikas Thamizharasan, Vladimir G. Kim, Matheus Gadelha, Melinos Averkiou, Siddhartha Chaudhuri, Evangelos Kalogerakis
    Proceedings of ACM SIGGRAPH , 2024.
    PDF Project Page