Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer

3 August 2019

Sanja Fidler

Papers citing "Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer"

39 / 89 papers shown

Title
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 17 55 0 30 Oct 2021
Differentiable Rendering with Perturbed Optimizers Quentin Le Lidec Ivan Laptev Cordelia Schmid Justin Carpentier 22 15 0 18 Oct 2021
ADOP: Approximate Differentiable One-Pixel Point Rendering Darius Ruckert Linus Franke Marc Stamminger 3DPC 26 17 0 13 Oct 2021
Differentiable Stereopsis: Meshes from multiple views using differentiable rendering Shubham Goel Georgia Gkioxari Jitendra Malik 3DV 25 24 0 11 Oct 2021
Common Objects in 3D: Large-Scale Learning and Evaluation of Real-life 3D Category Reconstruction Jeremy Reizenstein Roman Shapovalov Philipp Henzler L. Sbordone Patrick Labatut David Novotny 3DPC 3DV 60 449 0 01 Sep 2021
3DStyleNet: Creating 3D Shapes with Geometric and Texture Style Variations K. Yin Jun Gao Maria Shugrina S. Khamis Sanja Fidler 3DPC 29 74 0 30 Aug 2021
SSR: Semi-supervised Soft Rasterizer for single-view 2D to 3D Reconstruction I. Laradji P. Rodríguez David Vazquez Derek Nowrouzezahrai 3DV 26 3 0 21 Aug 2021
Differentiable Surface Rendering via Non-Differentiable Sampling Forrester Cole Kyle Genova Avneesh Sud Daniel Vlasic Zhoutong Zhang 3DV 33 42 0 10 Aug 2021
Deep Portrait Lighting Enhancement with 3D Guidance Fangzhou Han Can Wang H. Du Jing Liao 3DV 3DH 24 3 0 04 Aug 2021
Unsupervised Learning of Depth and Depth-of-Field Effect from Natural Images with Aperture Rendering Generative Adversarial Networks Takuhiro Kaneko GAN 36 5 0 24 Jun 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
Real-time Deep Dynamic Characters Marc Habermann Lingjie Liu Weipeng Xu Michael Zollhoefer Gerard Pons-Moll Christian Theobalt 3DH 25 148 0 04 May 2021
Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets Yuan-Hong Liao Amlan Kar Sanja Fidler VLM 25 29 0 26 Apr 2021
LaLaLoc: Latent Layout Localisation in Dynamic, Unvisited Environments Henry Howard-Jenkins J. Ruiz-Sarmiento V. Prisacariu 16 18 0 19 Apr 2021
Appearance-Driven Automatic 3D Model Simplification J. Hasselgren Jacob Munkberg J. Lehtinen M. Aittala S. Laine 40 55 0 08 Apr 2021
Unsupervised Learning of 3D Object Categories from Videos in the Wild Philipp Henzler Jeremy Reizenstein Patrick Labatut Roman Shapovalov Tobias Ritschel Andrea Vedaldi David Novotny 3DPC 3DV 19 74 0 30 Mar 2021
An Effective Loss Function for Generating 3D Models from Single 2D Image without Rendering Nikola Zubić Pietro Lió 3DV 17 17 0 05 Mar 2021
Mixture of Volumetric Primitives for Efficient Neural Rendering Stephen Lombardi Tomas Simon Gabriel Schwartz Michael Zollhoefer Yaser Sheikh Jason M. Saragih 3DH 36 290 0 02 Mar 2021
IBRNet: Learning Multi-View Image-Based Rendering Qianqian Wang Zhicheng Wang Kyle Genova Pratul P. Srinivasan Howard Zhou Jonathan T. Barron Ricardo Martín Brualla Noah Snavely Thomas Funkhouser 3DV 60 776 0 25 Feb 2021
MeInGame: Create a Game Character Face from a Single Portrait Jiangke Lin Yi Yuan Zhengxia Zou CVBM 3DH 34 33 0 04 Feb 2021
PVA: Pixel-aligned Volumetric Avatars Amit Raj Michael Zollhoefer Tomas Simon Jason M. Saragih Shunsuke Saito James Hays Stephen Lombardi 3DH 13 50 0 07 Jan 2021
Learning Compositional Radiance Fields of Dynamic Human Heads Ziyan Wang Timur M. Bagautdinov Stephen Lombardi Tomas Simon Jason M. Saragih Jessica Hodgins Michael Zollhöfer 3DH AI4CE 19 89 0 17 Dec 2020
INeRF: Inverting Neural Radiance Fields for Pose Estimation Yen-Chen Lin Peter R. Florence Jonathan T. Barron Alberto Rodriguez Phillip Isola Tsung-Yi Lin 50 449 0 10 Dec 2020
Shape From Tracing: Towards Reconstructing 3D Object Geometry and SVBRDF Material from Images via Differentiable Path Tracing Purvi Goel L. Cohen James Guesman Vikas Thamizharasan James Tompkin Daniel E. Ritchie 16 15 0 06 Dec 2020
MVTN: Multi-View Transformation Network for 3D Shape Recognition Abdullah Hamdi Silvio Giancola Bernard Ghanem 3DV 3DPC 34 199 0 26 Nov 2020
Continuous Surface Embeddings Natalia Neverova David Novotny Vasil Khalidov Marc Szafraniec Patrick Labatut Andrea Vedaldi 3DH 3DV 22 85 0 24 Nov 2020
GAMesh: Guided and Augmented Meshing for Deep Point Networks Nitin Agarwal M. Gopi 3DPC 3DGS 162 4 0 19 Oct 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 98 138 0 18 Oct 2020
Monocular Differentiable Rendering for Self-Supervised 3D Object Detection D. Beker Hiroharu Kato Mihai Morariu Takahiro Ando Toru Matsuoka Wadim Kehl Adrien Gaidon 3DPC MDE 31 39 0 30 Sep 2020
3D-FUTURE: 3D Furniture shape with TextURE Huan Fu Rongfei Jia Lin Gao Mingming Gong Binqiang Zhao Stephen J. Maybank Dacheng Tao 3DV 35 246 0 21 Sep 2020
On Attribution of Deepfakes Baiwu Zhang Jin Peng Zhou Ilia Shumailov Nicolas Papernot WIGM 24 11 0 20 Aug 2020
DRWR: A Differentiable Renderer without Rendering for Unsupervised 3D Structure Learning from Silhouette Images Zhizhong Han Chao Chen Yu-Shen Liu Matthias Zwicker 29 59 0 12 Jul 2020
3D Shape Reconstruction from Vision and Touch Edward James Smith Roberto Calandra Adriana Romero Georgia Gkioxari D. Meger Jitendra Malik M. Drozdzal 8 68 0 07 Jul 2020
Deep Geometric Texture Synthesis Amir Hertz Rana Hanocka Raja Giryes Daniel Cohen-Or GAN 3DV 22 69 0 30 Jun 2020
Convolutional Generation of Textured 3D Meshes Dario Pavllo Graham Spinks Thomas Hofmann Marie-Francine Moens Aurélien Lucchi 19 62 0 13 Jun 2020
ARCH: Animatable Reconstruction of Clothed Humans Zeng Huang Yuanlu Xu Christoph Lassner Hao Li Tony Tung 3DH 19 329 0 08 Apr 2020
Learning Implicit Surface Light Fields Michael Oechsle Michael Niemeyer L. Mescheder Thilo Strauss Andreas Geiger 3DH 3DV 34 43 0 27 Mar 2020
End-to-End Learning Local Multi-view Descriptors for 3D Point Clouds Lei Li Siyu Zhu Hongbo Fu P. Tan Chiew-Lan Tai 3DPC 29 105 0 12 Mar 2020
SeqXY2SeqZ: Structure Learning for 3D Shapes by Sequentially Predicting 1D Occupancy Segments From 2D Coordinates Zhizhong Han Guanhui Qiao Yu-Shen Liu Matthias Zwicker 3DPC 3DV 48 32 0 12 Mar 2020