Siddhartha Chaudhuri

Senior Research Scientist

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.

Publications

Neural Subdivision

Liu, H., Kim, V., Chaudhuri, S., Aigerman, N., Jacobson, A. (Jul. 19, 2020)

SIGGRAPH

Batch Decorrelation for Active Metric Learning

Priyadarshini, K., Chaudhuri, S., Chaudhuri, S. (Jul. 11, 2020)

IJCAI-PRICAI

Neural Cages for Detail-Preserving 3D Deformations

Wang, Y., Aigerman, N., Kim, V., Chaudhuri, S., Sorkine-Hornung, O. (Jun. 16, 2020)

CVPR (oral)

Affinity Graph Supervision for Visual Recognition

Wang, C., Samari, B., Kim, V., Chaudhuri, S., Siddiqi, K. (Jun. 16, 2020)

CVPR

AdaCoSeg: Adaptive Shape Co-Segmentation with Group Consistency Loss

Zhu, C., Xu, K., Chaudhuri, S., Yi, L., Guibas, L., Zhang, H. (Jun. 16, 2020)

CVPR (oral)

BAE-NET: Branched Autoencoder for Shape Co-Segmentation

Chen, Z., Yin, K., Fisher, M., Chaudhuri, S., Zhang, H. (Oct. 27, 2019)

ICCV

Shape Unicode: A Unified Shape Representation

Muralikrishnan, S., Kim, V., Fisher, M., Chaudhuri, S. (Jul. 31, 2019)

Computer Vision and Pattern Recognition (CVPR 2019)

PerceptNet: Learning Perceptual Similarity of Haptic Textures in Presence of Unorderable Triplets

Priyadarshini, K., Chaudhuri, S., Chaudhuri, S. (Jul. 10, 2019)

World Haptics Conference (WHC)

GRAINS: Generative Recursive Autoencoders for INdoor Scenes

Li, M., Patil, A., Xu, K., Chaudhuri, S., Khan, O., Shamir, A., Tu, C., Chen, B., Cohen-Or, D., Zhang, H. (Jan. 1, 2019)

Transactions on Graphics

SCORES: Shape Composition with Recursive Substructure Priors

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

SIGGRAPH Asia

Tags2Parts: Discovering Semantic Regions from Shape Tags

Muralikrishnan, S., Kim, V., Chaudhuri, S. (Jul. 1, 2018)

CVPR

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

Learning Local Shape Descriptors from Part Correspondences With Multi-view Convolutional Networks

Huang, H., Kalogerakis, E., Chaudhuri, S., Ceylan, D., Kim, V., Yumer, E. (Jan. 1, 2018)

Transactions On Graphics

ComplementMe: Weakly-Supervised Component Suggestions for 3D Modeling

Sung, M., Su, H., Kim, V., Chaudhuri, S., Guibas, L. (Nov. 27, 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)

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

Learning Part-based Templates from Large Collections of 3D Shapes

Kim, V., Li, W., Mitra, N., Chaudhuri, S., DiVerdi, S., Funkhouser, T. (Aug. 1, 2013)

ACM Transactions on Graphics (SIGGRAPH)

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

Data-Driven Suggestions for Creativity Support in 3D Modeling

Chaudhuri, S., Koltun, V. (Dec. 15, 2010)

SIGGRAPH Asia

Smoothed Analysis of Probabilistic Roadmaps

Chaudhuri, S., Koltun, V. (Oct. 1, 2009)

Computational Geometry: Theory and Applications