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.

My Publications

Published October 27, 2019

BAE-NET: Branched Autoencoder for Shape Co-Segmentation

ICCV

Zhiqin Chen, Kangxue Yin, Matt Fisher, Siddhartha Chaudhuri, Hao Zhang
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)

Published July 31, 2019

Shape Unicode: A Unified Shape Representation

Computer Vision and Pattern Recognition (CVPR 2019)

Sanjeev Muralikrishnan, Vladimir (Vova) Kim, Matt Fisher, Siddhartha Chaudhuri
  • AI & Machine Learning
  • Graphics (2D & 3D)

Published July 10, 2019

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

World Haptics Conference (WHC)

Priyadarshini K., Siddhartha Chaudhuri, Subhasis Chaudhuri
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Human Computer Interaction

Published January 1, 2019

GRAINS: Generative Recursive Autoencoders for INdoor Scenes

Transactions on Graphics

Manyi Li, Akshay Gadi Patil, Kai Xu, Siddhartha Chaudhuri, Owais Khan, Ariel Shamir, Changhe Tu, Baoquan Chen, Daniel Cohen-Or, Hao Zhang
  • AI & Machine Learning
  • Graphics (2D & 3D)

Published December 1, 2018

SCORES: Shape Composition with Recursive Substructure Priors

SIGGRAPH Asia

Chenyang Zhu, Kai Xu, Siddhartha Chaudhuri, Renjiao Yi, Hao (Richard) Zhang
  • AI & Machine Learning
  • Graphics (2D & 3D)

Published July 1, 2018

Tags2Parts: Discovering Semantic Regions from Shape Tags

CVPR

Sanjeev Muralikrishnan, Vladimir Kim, Siddhartha Chaudhuri
  • AI & Machine Learning
  • Graphics (2D & 3D)

Published June 15, 2018

Learning Material-Aware Local Descriptors for 3D Shapes

3DV

Hubert Lin, Melinos Averkiou, Evangelos Kalogerakis, Balazs Kovacs, Siddhant Ranade, Vladimir Kim, Siddhartha Chaudhuri, Kavita Bala
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)

Published April 30, 2018

Generalizing Across Domains via Cross-Gradient Training

ICLR

Shiv Shankar, Vihari Piratla, Soumen Chakrabarti, Siddhartha Chaudhuri, Preethi Jyothi, Sunita Sarawagi
  • AI & Machine Learning

Published January 1, 2018

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

Transactions On Graphics

Haibin Huang, Evangelos Kalogerakis, Siddhartha Chaudhuri, Duygu Ceylan, Vladimir Kim, Ersin Yumer
  • AI & Machine Learning
  • Graphics (2D & 3D)

Published November 30, 2017

ComplementMe: Weakly-Supervised Component Suggestions for 3D Modeling

SIGGRAPH Asia

Minhyuk Sung, Hao Su, Vladimir Kim, Siddhartha Chaudhuri, Leonidas Guibas
  • AI & Machine Learning
  • Graphics (2D & 3D)

Published August 1, 2017

GRASS: Generative Recursive Autoencoders for Shape Structures

SIGGRAPH

Jun Li, Kai Xu, Siddhartha Chaudhuri, Ersin Yumer, Hao (Richard) Zhang, Leonidas Guibas
ACM press release: https://www.eurekalert.org/pub_releases/2017-07/afcm-md3071817.php
  • AI & Machine Learning
  • Graphics (2D & 3D)

Published July 20, 2017

3D Shape Segmentation with Projective Convolutional Networks

CVPR (oral)

Evangelos Kalogerakis, Melinos Averkiou, Subhransu Maji, Siddhartha Chaudhuri
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)

Published August 1, 2016

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

SGP

Xuekun Guo, Juncong Lin, Kai Xu, Siddhartha Chaudhuri, Xiaogang Jin
  • Graphics (2D & 3D)

Published July 15, 2015

Semantic Shape Editing Using Deformation Handles

SIGGRAPH

Ersin Yumer, Siddhartha Chaudhuri, Jessica Hodgins, Levent Burak Kara
  • AI & Machine Learning
  • Graphics (2D & 3D)
  • Human Computer Interaction

Published November 1, 2014

Creating Consistent Scene Graphs Using a Probabilistic Grammar

SIGGRAPH Asia

Tianqiang Liu, Siddhartha Chaudhuri, Vladimir Kim, Qi-Xing Huang, Niloy Mitra, Thomas Funkhouser
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)

Published August 1, 2014

Shape2Pose: Human-Centric Shape Analysis

SIGGRAPH

Vladimir Kim, Siddhartha Chaudhuri, Leonidas Guibas, Thomas Funkhouser
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)

Published September 15, 2013

AttribIt: Content Creation with Semantic Attributes

UIST

Siddhartha Chaudhuri, Evangelos Kalogerakis, Stephen Giguere, Thomas Funkhouser
  • AI & Machine Learning
  • Graphics (2D & 3D)
  • Human Computer Interaction

Published August 1, 2013

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

ACM Transactions on Graphics (SIGGRAPH)

Vladimir Kim, Wilmot Li, Niloy Mitra, Siddhartha Chaudhuri, Stephen DiVerdi, Thomas Funkhouser
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)

Published July 25, 2012

A Probabilistic Model for Component-Based Shape Synthesis

SIGGRAPH

Evangelos Kalogerakis, Siddhartha Chaudhuri, Daphne Koller, Vladlen Koltun
  • AI & Machine Learning
  • Graphics (2D & 3D)

Published July 25, 2011

Probabilistic Reasoning for Assembly-Based 3D Modeling

SIGGRAPH

Siddhartha Chaudhuri, Evangelos Kalogerakis, Leonidas Guibas, Vladlen Koltun
  • AI & Machine Learning
  • Graphics (2D & 3D)
  • Human Computer Interaction

Published December 15, 2010

Data-Driven Suggestions for Creativity Support in 3D Modeling

SIGGRAPH Asia

Siddhartha Chaudhuri, Vladlen Koltun
  • Graphics (2D & 3D)
  • Human Computer Interaction

Published October 1, 2009

Smoothed Analysis of Probabilistic Roadmaps

Computational Geometry: Theory and Applications

Siddhartha Chaudhuri, Vladlen Koltun