Kaolin: A PyTorch Library for Accelerating 3D Deep Learning Research

12 November 2019

Krishna Murthy Jatavallabhula

Edward James Smith

Jean-Francois Lafleche

Sanja Fidler

Papers citing "Kaolin: A PyTorch Library for Accelerating 3D Deep Learning Research"

33 / 33 papers shown

Title
TetWeave: Isosurface Extraction using On-The-Fly Delaunay Tetrahedral Grids for Gradient-Based Mesh Optimization Alexandre Binninger Ruben Wiersma Philipp Herholz O. Sorkine-Hornung 213 0 0 07 May 2025
Sparse Ellipsoidal Radial Basis Function Network for Point Cloud Surface Representation Bobo Lian Dandan Wang Chenjian Wu Minxin Chen 3DPC 36 0 0 05 May 2025
LIRM: Large Inverse Rendering Model for Progressive Reconstruction of Shape, Materials and View-dependent Radiance Fields Zhengqin Li Dilin Wang Ka Chen Zhaoyang Lv Thu Nguyen-Phuoc ... Yufeng Zhu Carl S. Marshall Yufeng Ren Richard Newcombe Zhao Dong 3DV 87 0 0 28 Apr 2025
Empirical Comparison of Four Stereoscopic Depth Sensing Cameras for Robotics Applications Lukas Rustler Vojtech Volprecht Matej Hoffmann VLM 55 0 0 13 Jan 2025
DreamMesh: Jointly Manipulating and Texturing Triangle Meshes for Text-to-3D Generation Haibo Yang Yang Chen Yingwei Pan Ting Yao Zhineng Chen Zuxuan Wu Yu-Gang Jiang Tao Mei 40 6 0 11 Sep 2024
S2TD-Face: Reconstruct a Detailed 3D Face with Controllable Texture from a Single Sketch Zidu Wang Xiangyu Zhu Jiang Yu Hoyoung Kim Zhen Lei 3DH 37 1 0 02 Aug 2024
CabiNet: Scaling Neural Collision Detection for Object Rearrangement with Procedural Scene Generation Adithyavairavan Murali Arsalan Mousavian Clemens Eppner Adam Fishman Dieter Fox OCL 3DPC LM&Ro 25 22 0 18 Apr 2023
Delicate Textured Mesh Recovery from NeRF via Adaptive Surface Refinement Jiaxiang Tang Hang Zhou Xiaokang Chen Tianshu Hu Errui Ding Jingdong Wang Gang Zeng 38 115 0 03 Mar 2023
TEXTure: Text-Guided Texturing of 3D Shapes Elad Richardson G. Metzer Yuval Alaluf Raja Giryes Daniel Cohen-Or DiffM 35 261 0 03 Feb 2023
Latent-NeRF for Shape-Guided Generation of 3D Shapes and Textures G. Metzer Elad Richardson Or Patashnik Raja Giryes Daniel Cohen-Or DiffM 71 453 0 14 Nov 2022
Profiling and Improving the PyTorch Dataloader for high-latency Storage: A Technical Report Ivan Svogor Christian Eichenberger M. Spanring M. Neun Michael K Kopp 28 7 0 09 Nov 2022
DexGraspNet: A Large-Scale Robotic Dexterous Grasp Dataset for General Objects Based on Simulation Ruicheng Wang Jialiang Zhang Jiayi Chen Yinzhen Xu Puhao Li Tengyu Liu He Wang 41 119 0 06 Oct 2022
Hierarchical Superquadric Decomposition with Implicit Space Separation Jaka Sircelj Peter Peer F. Solina Vitomir Štruc 21 0 0 15 Sep 2022
T4DT: Tensorizing Time for Learning Temporal 3D Visual Data Mikhail (Misha) Usvyatsov Rafael Ballester-Rippoll Lina Bashaeva Konrad Schindler Gonzalo Ferrer Ivan Oseledets 3DGS 29 3 0 02 Aug 2022
Variable Bitrate Neural Fields Towaki Takikawa Alex Evans Jonathan Tremblay Thomas Müller M. McGuire Alec Jacobson Sanja Fidler 37 128 0 15 Jun 2022
RTMV: A Ray-Traced Multi-View Synthetic Dataset for Novel View Synthesis Jonathan Tremblay Moustafa Meshry Alex Evans Jan Kautz A. Keller ... Charles T. Loop N. Morrical Koki Nagano Towaki Takikawa Stan Birchfield 45 31 0 14 May 2022
DiffCloud: Real-to-Sim from Point Clouds with Differentiable Simulation and Rendering of Deformable Objects Priya Sundaresan Rika Antonova Jeannette Bohg 3DPC 39 34 0 07 Apr 2022
AvatarMe++: Facial Shape and BRDF Inference with Photorealistic Rendering-Aware GANs Alexandros Lattas Stylianos Moschoglou Stylianos Ploumpis Baris Gecer A. Ghosh S. Zafeiriou 3DH 57 60 0 11 Dec 2021
DIB-R++: Learning to Predict Lighting and Material with a Hybrid Differentiable Renderer Wenzheng Chen Joey Litalien Jun Gao Zian Wang Clement Fuji-Tsang S. Khamis Or Litany Sanja Fidler 3DV 19 55 0 30 Oct 2021
3DStyleNet: Creating 3D Shapes with Geometric and Texture Style Variations K. Yin Jun Gao Maria Shugrina S. Khamis Sanja Fidler 3DPC 37 74 0 30 Aug 2021
Shape from Blur: Recovering Textured 3D Shape and Motion of Fast Moving Objects D. Rozumnyi Martin R. Oswald V. Ferrari Marc Pollefeys 3DH 26 11 0 16 Jun 2021
Multi-person Implicit Reconstruction from a Single Image A. Mustafa Akin Caliskan Lourdes Agapito A. Hilton 3DH 24 16 0 19 Apr 2021
Temporal Consistency Loss for High Resolution Textured and Clothed 3DHuman Reconstruction from Monocular Video Akin Caliskan A. Mustafa A. Hilton 3DH 27 3 0 19 Apr 2021
Appearance-Driven Automatic 3D Model Simplification J. Hasselgren Jacob Munkberg J. Lehtinen M. Aittala S. Laine 48 55 0 08 Apr 2021
Object Rearrangement Using Learned Implicit Collision Functions Michael Danielczuk Arsalan Mousavian Clemens Eppner Dieter Fox 3DPC 13 79 0 21 Nov 2020
Learning Deformable Tetrahedral Meshes for 3D Reconstruction Jun Gao Wenzheng Chen Tommy Xiang Clement Fuji-Tsang Alec Jacobson M. McGuire Sanja Fidler 22 107 0 03 Nov 2020
Image GANs meet Differentiable Rendering for Inverse Graphics and Interpretable 3D Neural Rendering Yuxuan Zhang Wenzheng Chen Huan Ling Jun Gao Yinan Zhang Antonio Torralba Sanja Fidler DRL 100 138 0 18 Oct 2020
Torch-Points3D: A Modular Multi-Task Frameworkfor Reproducible Deep Learning on 3D Point Clouds Thomas Chaton N. Chaulet Sofiane Horache Loic Landrieu 3DPC 21 42 0 09 Oct 2020
Self-Sampling for Neural Point Cloud Consolidation G. Metzer Rana Hanocka Raja Giryes Daniel Cohen-Or 3DPC 22 30 0 14 Aug 2020
Accelerating 3D Deep Learning with PyTorch3D Nikhila Ravi Jeremy Reizenstein David Novotny Taylor Gordon Wan-Yen Lo Justin Johnson Georgia Gkioxari 3DPC 48 907 0 16 Jul 2020
3D Shape Reconstruction from Vision and Touch Edward James Smith Roberto Calandra Adriana Romero Georgia Gkioxari David Meger Jitendra Malik M. Drozdzal 16 71 0 07 Jul 2020
Joint 2D-3D-Semantic Data for Indoor Scene Understanding Iro Armeni S. Sax Amir Zamir Silvio Savarese 3DV 3DPC 115 876 0 03 Feb 2017
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 191 1,942 0 24 Oct 2016