Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Siddhartha Chaudhuri

ReGroup: Recursive Neural Networks for Hierarchical Grouping of Vector Graphic Primitives


Nov 23, 2021
Sumit Chaturvedi, Michal Lukáč, Siddhartha Chaudhuri


  Access Paper or Ask Questions

Temporally-Consistent Surface Reconstruction using Metrically-Consistent Atlases


Nov 12, 2021
Jan Bednarik, Noam Aigerman, Vladimir G. Kim, Siddhartha Chaudhuri, Shaifali Parashar, Mathieu Salzmann, Pascal Fua

* 21 pages. arXiv admin note: substantial text overlap with arXiv:2104.06950 

  Access Paper or Ask Questions

BuildingNet: Learning to Label 3D Buildings


Oct 11, 2021
Pratheba Selvaraju, Mohamed Nabail, Marios Loizou, Maria Maslioukova, Melinos Averkiou, Andreas Andreou, Siddhartha Chaudhuri, Evangelos Kalogerakis

* Accepted to ICCV 2021 (oral) 

  Access Paper or Ask Questions

GLASS: Geometric Latent Augmentation for Shape Spaces


Aug 09, 2021
Sanjeev Muralikrishnan, Siddhartha Chaudhuri, Noam Aigerman, Vladimir Kim, Matthew Fisher, Niloy Mitra


  Access Paper or Ask Questions

Temporally-Coherent Surface Reconstruction via Metric-Consistent Atlases


Apr 14, 2021
Jan Bednarik, Vladimir G. Kim, Siddhartha Chaudhuri, Shaifali Parashar, Mathieu Salzmann, Pascal Fua, Noam Aigerman

* 16 pages 

  Access Paper or Ask Questions

Maximizing Conditional Entropy for Batch-Mode Active Learning of Perceptual Metrics


Mar 16, 2021
Priyadarshini Kumari, Siddhartha Chaudhuri, Vivek Borkar, Subhasis Chaudhuri

* 13 pages 

  Access Paper or Ask Questions

Joint Learning of 3D Shape Retrieval and Deformation


Jan 19, 2021
Mikaela Angelina Uy, Vladimir G. Kim, Minhyuk Sung, Noam Aigerman, Siddhartha Chaudhuri, Leonidas Guibas


  Access Paper or Ask Questions

DECOR-GAN: 3D Shape Detailization by Conditional Refinement


Dec 16, 2020
Zhiqin Chen, Vladimir Kim, Matthew Fisher, Noam Aigerman, Hao Zhang, Siddhartha Chaudhuri

* Paper and supplementary material. User interface demo video: https://youtu.be/xIQ0aslpn8g 

  Access Paper or Ask Questions

COALESCE: Component Assembly by Learning to Synthesize Connections


Aug 05, 2020
Kangxue Yin, Zhiqin Chen, Siddhartha Chaudhuri, Matthew Fisher, Vladimir Kim, Hao Zhang

* 19 pages: paper + supplementary 

  Access Paper or Ask Questions

Batch Decorrelation for Active Metric Learning


May 23, 2020
Priyadarshini K, Ritesh Goru, Siddhartha Chaudhuri, Subhasis Chaudhuri

* Accepted to IJCAI-PRICAI 2020 

  Access Paper or Ask Questions

Neural Subdivision


May 04, 2020
Hsueh-Ti Derek Liu, Vladimir G. Kim, Siddhartha Chaudhuri, Noam Aigerman, Alec Jacobson

* ACM Trans. Graph. 39, 4, (July 2020) 
* 16 pages 

  Access Paper or Ask Questions

ParSeNet: A Parametric Surface Fitting Network for 3D Point Clouds


Apr 07, 2020
Gopal Sharma, Difan Liu, Evangelos Kalogerakis, Subhransu Maji, Siddhartha Chaudhuri, Radomír Měch


  Access Paper or Ask Questions

Affinity Graph Supervision for Visual Recognition


Mar 19, 2020
Chu Wang, Babak Samari, Vladimir G. Kim, Siddhartha Chaudhuri, Kaleem Siddiqi


  Access Paper or Ask Questions

Neural Cages for Detail-Preserving 3D Deformations


Dec 13, 2019
Wang Yifan, Noam Aigerman, Vladimir Kim, Siddhartha Chaudhuri, Olga Sorkine-Hornung


  Access Paper or Ask Questions

FAN: Focused Attention Networks


Jun 01, 2019
Chu Wang, Babak Samari, Vladimir Kim, Siddhartha Chaudhuri, Kaleem Siddiqi


  Access Paper or Ask Questions

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


May 08, 2019
Priyadarshini K, Siddhartha Chaudhuri, Subhasis Chaudhuri

* Published in IEEE World Haptics Conference 2019 

  Access Paper or Ask Questions

CoSegNet: Deep Co-Segmentation of 3D Shapes with Group Consistency Loss


Mar 27, 2019
Chenyang Zhu, Kai Xu, Siddhartha Chaudhuri, Li Yi, Leonidas Guibas, Hao Zhang


  Access Paper or Ask Questions

BAE-NET: Branched Autoencoder for Shape Co-Segmentation


Mar 27, 2019
Zhiqin Chen, Kangxue Yin, Matthew Fisher, Siddhartha Chaudhuri, Hao Zhang

* Supplementary material: https://www.sfu.ca/~zhiqinc/imseg/sup.pdf 

  Access Paper or Ask Questions

Learning Material-Aware Local Descriptors for 3D Shapes


Oct 20, 2018
Hubert Lin, Melinos Averkiou, Evangelos Kalogerakis, Balazs Kovacs, Siddhant Ranade, Vladimir G. Kim, Siddhartha Chaudhuri, Kavita Bala

* 3DV 2018 

  Access Paper or Ask Questions

SCORES: Shape Composition with Recursive Substructure Priors


Sep 14, 2018
Chenyang Zhu, Kai Xu, Siddhartha Chaudhuri, Renjiao Yi, Hao Zhang

* ACM Transactions on Graphics, 2018 
* Accepted to SIGGRAPH Asia 2018. Corresponding Author: Kai Xu ([email protected]

  Access Paper or Ask Questions

Generalizing Across Domains via Cross-Gradient Training


May 01, 2018
Shiv Shankar, Vihari Piratla, Soumen Chakrabarti, Siddhartha Chaudhuri, Preethi Jyothi, Sunita Sarawagi

* The first two authors contributed equally; Accepted at ICLR 2018 

  Access Paper or Ask Questions

Tags2Parts: Discovering Semantic Regions from Shape Tags


Apr 30, 2018
Sanjeev Muralikrishnan, Vladimir G. Kim, Siddhartha Chaudhuri

* To appear at CVPR 2018 

  Access Paper or Ask Questions

A Deep Recurrent Framework for Cleaning Motion Capture Data


Dec 09, 2017
Utkarsh Mall, G. Roshan Lal, Siddhartha Chaudhuri, Parag Chaudhuri


  Access Paper or Ask Questions

3D Shape Segmentation with Projective Convolutional Networks


Nov 13, 2017
Evangelos Kalogerakis, Melinos Averkiou, Subhransu Maji, Siddhartha Chaudhuri

* This is an updated version of our CVPR 2017 paper. We incorporated new experiments that demonstrate ShapePFCN performance under the case of consistent *upright* orientation and an additional input channel in our rendered images for encoding height from the ground plane (upright axis coordinate values). Performance is improved in this setting 

  Access Paper or Ask Questions

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


Sep 05, 2017
Haibin Huang, Evangelos Kalogerakis, Siddhartha Chaudhuri, Duygu Ceylan, Vladimir G. Kim, Ersin Yumer


  Access Paper or Ask Questions

GRASS: Generative Recursive Autoencoders for Shape Structures


May 13, 2017
Jun Li, Kai Xu, Siddhartha Chaudhuri, Ersin Yumer, Hao Zhang, Leonidas Guibas

* ACM Transactions on Graphics (SIGGRAPH 2017) 36, 4, Article 52 
* Corresponding author: Kai Xu ([email protected]

  Access Paper or Ask Questions