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Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision

Computer Vision and Pattern Recognition (CVPR), 2019

16 December 2019

Papers citing "Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision"

50 / 727 papers shown

Title
AutoRF: Learning 3D Object Radiance Fields from Single View ObservationsComputer Vision and Pattern Recognition (CVPR), 2022 Norman Muller Andrea Simonelli Lorenzo Porzi Samuel Rota Buló Matthias Nießner Peter Kontschieder 206 75 0 07 Apr 2022
DiffCloud: Real-to-Sim from Point Clouds with Differentiable Simulation and Rendering of Deformable ObjectsIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022 Priya Sundaresan Rika Antonova Jeannette Bohg 3DPC 205 42 0 07 Apr 2022
SE(3)-Equivariant Attention Networks for Shape Reconstruction in Function SpaceInternational Conference on Learning Representations (ICLR), 2022 Evangelos Chatzipantazis Stefanos Pertigkiozoglou Guang Cheng Kostas Daniilidis 3DPC 308 38 0 05 Apr 2022
IRON: Inverse Rendering by Optimizing Neural SDFs and Materials from Photometric ImagesComputer Vision and Pattern Recognition (CVPR), 2022 Kai Zhang Fujun Luan Zhengqi Li Noah Snavely 186 134 0 05 Apr 2022
Learning Neural Acoustic FieldsNeural Information Processing Systems (NeurIPS), 2022 Andrew F. Luo Yilun Du Michael J. Tarr J. Tenenbaum Antonio Torralba Chuang Gan AI4CE 294 110 0 04 Apr 2022
LISA: Learning Implicit Shape and Appearance of HandsComputer Vision and Pattern Recognition (CVPR), 2022 Enric Corona Tomás Hodan Minh Vo Francesc Moreno-Noguer Chris Sweeney Richard Newcombe Lingni Ma 3DH CVBM 281 83 0 04 Apr 2022
RayMVSNet: Learning Ray-based 1D Implicit Fields for Accurate Multi-View StereoComputer Vision and Pattern Recognition (CVPR), 2022 Junhua Xi Yifei Shi Yijie Wang Yulan Guo Kai Xu 3DV 111 1 0 04 Apr 2022
BNV-Fusion: Dense 3D Reconstruction using Bi-level Neural Volume FusionComputer Vision and Pattern Recognition (CVPR), 2022 Kejie Li Yansong Tang V. Prisacariu Juil Sock MDE 146 50 0 03 Apr 2022
SIMBAR: Single Image-Based Scene Relighting For Effective Data Augmentation For Automated Driving Vision TasksComputer Vision and Pattern Recognition (CVPR), 2022 Xianling Zhang Nathan Tseng Ameerah Syed Rohan Bhasin Nikita Jaipuria ViT 174 16 0 01 Apr 2022
3D Equivariant Graph Implicit FunctionsEuropean Conference on Computer Vision (ECCV), 2022 Yunlu Chen Basura Fernando Hakan Bilen Matthias Nießner E. Gavves 3DPC 168 27 0 31 Mar 2022
FIRe: Fast Inverse Rendering using Directional and Signed Distance FunctionsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Tarun Yenamandra A. Tewari Nan Yang Florian Bernard Christian Theobalt Zorah Lähner 302 9 0 30 Mar 2022
Towards Learning Neural Representations from ShadowsEuropean Conference on Computer Vision (ECCV), 2022 Kushagra Tiwary Tzofi Klinghoffer Ramesh Raskar 130 18 0 29 Mar 2022
Panoptic NeRF: 3D-to-2D Label Transfer for Panoptic Urban Scene SegmentationInternational Conference on 3D Vision (3DV), 2022 Xiao Fu Shangzhan Zhang Tianrun Chen Yichong Lu Lanyun Zhu Xiaowei Zhou Andreas Geiger Yiyi Liao 3DPC 283 188 0 29 Mar 2022
Towards Implicit Text-Guided 3D Shape GenerationComputer Vision and Pattern Recognition (CVPR), 2022 Zhengzhe Liu Yi Wang Xiaojuan Qi Chi-Wing Fu 162 99 0 28 Mar 2022
AutoAvatar: Autoregressive Neural Fields for Dynamic Avatar ModelingEuropean Conference on Computer Vision (ECCV), 2022 Ziqian Bai Timur M. Bagautdinov Javier Romero Michael Zollhöfer Ping Tan Forrest Iandola 3DH 143 3 0 25 Mar 2022
A Real World Dataset for Multi-view 3D ReconstructionEuropean Conference on Computer Vision (ECCV), 2022 Rakesh Shrestha Siqi Hu Minghao Gou Ziyuan Liu P. Tan 3DH 3DV 217 14 0 22 Mar 2022
Facial Geometric Detail Recovery via Implicit RepresentationIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2022 Xingyu Ren Alexandros Lattas Baris Gecer Jiankang Deng Chao Ma Xiaokang Yang Stefanos Zafeiriou 3DH 201 37 0 18 Mar 2022
Fine Detailed Texture Learning for 3D Meshes with Generative ModelsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Aysegül Dündar Jun Gao Andrew Tao Bryan Catanzaro 3DV 3DH 204 21 0 17 Mar 2022
Animatable Implicit Neural Representations for Creating Realistic Avatars from VideosIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Sida Peng Zhenqi Xu Junting Dong Qianqian Wang Shangzhan Zhang Qing Shuai Hujun Bao Xiaowei Zhou 3DH 332 44 0 15 Mar 2022
NeILF: Neural Incident Light Field for Physically-based Material EstimationEuropean Conference on Computer Vision (ECCV), 2022 Yao Yao Jingyang Zhang Jingbo Liu Yihang Qu Tian Fang David McKinnon Yanghai Tsin Long Quan 173 121 0 14 Mar 2022
Multi-sensor large-scale dataset for multi-view 3D reconstructionComputer Vision and Pattern Recognition (CVPR), 2022 Oleg Voynov G. Bobrovskikh Pavel A. Karpyshev Saveliy Galochkin Andrei-Timotei Ardelean ... Valerii Serpiva Alexey Artemov Evgeny Burnaev Dzmitry Tsetserukou Denis Zorin 3DV 174 19 0 11 Mar 2022
NeRFocus: Neural Radiance Field for 3D Synthetic Defocus Yinhuai Wang Shu-Yi Yang Yu Fei Hu Jian Zhang 236 14 0 10 Mar 2022
Kubric: A scalable dataset generatorComputer Vision and Pattern Recognition (CVPR), 2022 Klaus Greff Francois Belletti Lucas Beyer Carl Doersch Yilun Du ... Ziyu Wang Tianhao Wu K. M. Yi Fangcheng Zhong Andrea Tagliasacchi 260 355 0 07 Mar 2022
SingleSketch2Mesh : Generating 3D Mesh model from Sketch Nitish Bhardwaj Dhornala Bharadwaj Alpana Dubey 3DV 199 4 0 07 Mar 2022
CenterSnap: Single-Shot Multi-Object 3D Shape Reconstruction and Categorical 6D Pose and Size EstimationIEEE International Conference on Robotics and Automation (ICRA), 2022 Muhammad Zubair Irshad Thomas Kollar Michael Laskey Kevin Stone Z. Kira 3DH 3DPC 226 92 0 03 Mar 2022
Neural Adaptive SCEne TracingInternational Symposium on Vision, Modeling, and Visualization (VMV), 2022 Rui Li Darius Ruckert Yuanhao Wang R. Idoughi Wolfgang Heidrich AI4CE 185 1 0 28 Feb 2022
Pix2NeRF: Unsupervised Conditional $π$ -GAN for Single Image to Neural Radiance Fields TranslationComputer Vision and Pattern Recognition (CVPR), 2022 Shengqu Cai Anton Obukhov Dengxin Dai Luc Van Gool 255 109 0 26 Feb 2022
UncertaINR: Uncertainty Quantification of End-to-End Implicit Neural Representations for Computed Tomography Francisca Vasconcelos Bobby He Nalini Singh Yee Whye Teh BDL OOD UQCV 195 13 0 22 Feb 2022
PVSeRF: Joint Pixel-, Voxel- and Surface-Aligned Radiance Field for Single-Image Novel View SynthesisACM Multimedia (ACM MM), 2022 Xianggang Yu Jiapeng Tang Yipeng Qin Chenghong Li Linchao Bao Xiaoguang Han Shuguang Cui 107 7 0 10 Feb 2022
PINs: Progressive Implicit Networks for Multi-Scale Neural RepresentationsInternational Conference on Machine Learning (ICML), 2022 Zoe Landgraf A. Sorkine-Hornung R. Cabral 158 21 0 09 Feb 2022
Spelunking the Deep: Guaranteed Queries on General Neural Implicit Surfaces via Range AnalysisACM Transactions on Graphics (TOG), 2022 Nicholas Sharp Alec Jacobson 287 33 0 05 Feb 2022
NeAT: Neural Adaptive TomographyACM Transactions on Graphics (TOG), 2022 Darius Ruckert Yuanhao Wang Rui Li R. Idoughi Wolfgang Heidrich 157 19 0 04 Feb 2022
On Regularizing Coordinate-MLPs Sameera Ramasinghe L. MacDonald Simon Lucey 309 7 0 01 Feb 2022
Tracking and Planning with Spatial World ModelsConference on Learning for Dynamics & Control (L4DC), 2022 Baris Kayalibay Atanas Mirchev Patrick van der Smagt Justin Bayer 145 4 0 25 Jan 2022
Point-NeRF: Point-based Neural Radiance FieldsComputer Vision and Pattern Recognition (CVPR), 2022 Qiangeng Xu Zexiang Xu Julien Philip Sai Bi Zhixin Shu Kalyan Sunkavalli Ulrich Neumann 3DPC 669 687 0 21 Jan 2022
Semantic-Aware Implicit Neural Audio-Driven Video Portrait GenerationEuropean Conference on Computer Vision (ECCV), 2022 Xian Liu Yinghao Xu Qianyi Wu Hang Zhou Wayne Wu Bolei Zhou VGen DiffM 3DH 206 162 0 19 Jan 2022
gDNA: Towards Generative Detailed Neural AvatarsComputer Vision and Pattern Recognition (CVPR), 2022 Xu Chen Tianjian Jiang Mingli Song Jinlong Yang Michael J. Black Andreas Geiger Otmar Hilliges 3DH 198 96 0 11 Jan 2022
POCO: Point Convolution for Surface ReconstructionComputer Vision and Pattern Recognition (CVPR), 2022 Alexandre Boulch Renaud Marlet 3DPC 3DV 350 151 0 05 Jan 2022
Implicit Autoencoder for Point-Cloud Self-Supervised Representation LearningIEEE International Conference on Computer Vision (ICCV), 2022 Siming Yan Zhenpei Yang Haoxiang Li Chen Song Li Guan Hao Kang G. Hua Qi-Xing Huang 3DPC 361 77 0 03 Jan 2022
SurfGen: Adversarial 3D Shape Synthesis with Explicit Surface DiscriminatorsIEEE International Conference on Computer Vision (ICCV), 2021 Andrew F. Luo Tianqin Li Wenhao Zhang T. Lee GAN 3DV 207 33 0 01 Jan 2022
StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2Computer Vision and Pattern Recognition (CVPR), 2021 Ivan Skorokhodov Sergey Tulyakov Mohamed Elhoseiny VGen 400 339 0 29 Dec 2021
Continuous Spectral Reconstruction from RGB Images via Implicit Neural Representation Ruikang Xu Mingde Yao Chang Chen Lizhi Wang Zhiwei Xiong 165 12 0 24 Dec 2021
Learning Implicit Body Representations from Double Diffusion Based Neural Radiance FieldsInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 Guangming Yao Hongzhi Wu Yi Yuan Lincheng Li Kun Zhou Xin Yu 3DH AI4CE 147 8 0 23 Dec 2021
NICE-SLAM: Neural Implicit Scalable Encoding for SLAMComputer Vision and Pattern Recognition (CVPR), 2021 Zihan Zhu Songyou Peng Viktor Larsson Weiwei Xu Hujun Bao Zhaopeng Cui Martin R. Oswald Marc Pollefeys 347 893 0 22 Dec 2021
Learning Positional Embeddings for Coordinate-MLPsAAAI Conference on Artificial Intelligence (AAAI), 2021 Sameera Ramasinghe Simon Lucey 198 10 0 21 Dec 2021
StyleSDF: High-Resolution 3D-Consistent Image and Geometry GenerationComputer Vision and Pattern Recognition (CVPR), 2021 Roy Or-El Xuan Luo Mengyi Shan Eli Shechtman Jeong Joon Park Ira Kemelmacher-Shlizerman 3DH 3DV 313 380 0 21 Dec 2021
Implicit Neural Video Compression Yunfan Zhang T. V. Rozendaal Johann Brehmer Markus Nagel Taco S. Cohen 215 66 0 21 Dec 2021
3D-aware Image Synthesis via Learning Structural and Textural RepresentationsComputer Vision and Pattern Recognition (CVPR), 2021 Yinghao Xu Sida Peng Ceyuan Yang Yujun Shen Bolei Zhou 3DV 276 137 0 20 Dec 2021
Improving neural implicit surfaces geometry with patch warpingComputer Vision and Pattern Recognition (CVPR), 2021 Franccois Darmon B. Bascle Jean-Clement Devaux P. Monasse Mathieu Aubry 264 168 0 17 Dec 2021
GRAM: Generative Radiance Manifolds for 3D-Aware Image Generation Yu Deng Jiaolong Yang Jianfeng Xiang Xin Tong 3DH 213 272 0 16 Dec 2021