Siddhartha Chaudhuri

Senior Research Scientist

Creative Intelligence Lab, Bangalore

Siddhartha Chaudhuri is a Senior Research Scientist at Adobe Research, and Assistant Professor (on leave) of Computer Science and Engineering at IIT Bombay. His research focuses on richer tools for designing three-dimensional objects, particularly by novice and casual users, and on related problems in 3D shape understanding, synthesis and reconstruction. He received his PhD from Stanford University, followed by a postdoc at Princeton and a year teaching at Cornell. Apart from basic research, he is also the original author of the commercial 3D modeling package Adobe Fuse. For more information, please visit his homepage.

My Publications

SCORES: Shape Composition with Recursive Substructure Priors

Zhu, C., Xu, K., Chaudhuri, S., Yi, R., Zhang, H. (Dec. 1, 2018)
SIGGRAPH Asia

Learning Material-Aware Local Descriptors for 3D Shapes

Lin, H., Averkiou, M., Kalogerakis, E., Kovacs, B., Ranade, S., Kim, V., Chaudhuri, S., Bala, K. (Jun. 15, 2018)
3DV

Generalizing Across Domains via Cross-Gradient Training

Shankar, S., Piratla, V., Chakrabarti, S., Chaudhuri, S., Jyothi, P., Sarawagi, S. (Apr. 30, 2018)
ICLR

ComplementMe: Weakly-Supervised Component Suggestions for 3D Modeling

Sung, M., Su, H., Kim, V., Chaudhuri, S., Guibas, L. (Nov. 30, 2017)
SIGGRAPH Asia

GRASS: Generative Recursive Autoencoders for Shape Structures

Li, J., Xu, K., Chaudhuri, S., Yumer, E., Zhang, H., Guibas, L. (Aug. 1, 2017)
ACM press release: https://www.eurekalert.org/pub_releases/2017-07/afcm-md3071817.php SIGGRAPH

3D Shape Segmentation with Projective Convolutional Networks

Kalogerakis, E., Averkiou, M., Maji, S., Chaudhuri, S. (Jul. 20, 2017)
CVPR (oral)

CustomCut: On-demand Extraction of Customized 3D Parts with 2D Sketches

Guo, X., Lin, J., Xu, K., Chaudhuri, S., Jin, X. (Aug. 1, 2016)
SGP

Semantic Shape Editing Using Deformation Handles

Yumer, E., Chaudhuri, S., Hodgins, J., Kara, L. (Jul. 15, 2015)
SIGGRAPH

Creating Consistent Scene Graphs Using a Probabilistic Grammar

Liu, T., Chaudhuri, S., Kim, V., Huang, Q., Mitra, N., Funkhouser, T. (Nov. 1, 2014)
SIGGRAPH Asia

Shape2Pose: Human-Centric Shape Analysis

Kim, V., Chaudhuri, S., Guibas, L., Funkhouser, T. (Aug. 1, 2014)
SIGGRAPH

AttribIt: Content Creation with Semantic Attributes

Chaudhuri, S., Kalogerakis, E., Giguere, S., Funkhouser, T. (Sep. 15, 2013)
UIST

A Probabilistic Model for Component-Based Shape Synthesis

Kalogerakis, E., Chaudhuri, S., Koller, D., Koltun, V. (Jul. 25, 2012)
SIGGRAPH

Probabilistic Reasoning for Assembly-Based 3D Modeling

Chaudhuri, S., Kalogerakis, E., Guibas, L., Koltun, V. (Jul. 25, 2011)
SIGGRAPH

Smoothed Analysis of Probabilistic Roadmaps

Chaudhuri, S., Koltun, V. (Oct. 1, 2009)
Computational Geometry: Theory and Applications