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

16 December 2019

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

50 / 206 papers shown

Title
SparSplat: Fast Multi-View Reconstruction with Generalizable 2D Gaussian Splatting Shubhendu Jena Shishir Reddy Vutukur A. Boukhayma 3DGS 44 1 0 04 May 2025
Sparfels: Fast Reconstruction from Sparse Unposed Imagery Shubhendu Jena Amine Ouasfi Mae Younes A. Boukhayma 3DGS 48 1 0 04 May 2025
FreBIS: Frequency-Based Stratification for Neural Implicit Surface Representations Naoko Sawada Pedro Miraldo Suhas Lohit Tim K. Marks Moitreya Chatterjee 48 0 0 28 Apr 2025
Adversarial Robustness in Parameter-Space Classifiers Tamir Shor Ethan Fetaya Chaim Baskin A. Bronstein AAML OOD 126 0 0 27 Feb 2025
ROSA: Reconstructing Object Shape and Appearance Textures by Adaptive Detail Transfer Julian Kaltheuner P. Stotko Reinhard Klein 3DH 116 0 0 30 Jan 2025
LinPrim: Linear Primitives for Differentiable Volumetric Rendering Nicolas von Lützow Matthias Nießner 49 1 0 27 Jan 2025
Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Congcong Li Jin Wang Xiaomeng Wang Xingchen Zhou Wei Wu Yuzhi Zhang Tongyi Cao 3DGS 3DV 81 0 0 19 Jan 2025
SceneCraft: Layout-Guided 3D Scene Generation Xiuyu Yang Yunze Man Jun-Kun Chen Yu-Xiong Wang 3DV 82 8 0 11 Oct 2024
AniSDF: Fused-Granularity Neural Surfaces with Anisotropic Encoding for High-Fidelity 3D Reconstruction Jingnan Gao Zhuo Chen Xiaokang Yang Yichao Yan AI4CE 50 1 0 02 Oct 2024
GS-ID: Illumination Decomposition on Gaussian Splatting via Diffusion Prior and Parametric Light Source Optimization Kang Du Zhihao Liang Zeyu Wang 3DGS 34 6 0 16 Aug 2024
Many-Worlds Inverse Rendering Ziyi Zhang Nicolas Roussel Wenzel Jakob 23 0 0 13 Aug 2024
ObjectCarver: Semi-automatic segmentation, reconstruction and separation of 3D objects Gemmechu Hassena Jonathan Moon Ryan Fujii Andrew Yuen Noah Snavely Steve Marschner Bharath Hariharan 3DPC 3DV 36 0 0 26 Jul 2024
Fast Learning of Signed Distance Functions from Noisy Point Clouds via Noise to Noise Mapping Junsheng Zhou Baorui Ma Yu-Shen Liu Zhizhong Han 3DPC 38 9 0 04 Jul 2024
Image-GS: Content-Adaptive Image Representation via 2D Gaussians Yunxiang Zhang Bingxuan Li Alexandr Kuznetsov Akshay Jindal Stavros Diolatzis Kenneth Chen Anton Sochenov Anton Kaplanyan Qi Sun 3DGS 84 4 0 02 Jul 2024
Uncertainty modeling for fine-tuned implicit functions A. Susmelj Mael Macuglia Nataša Tagasovska Reto Sutter Sebastiano Caprara Jean-Philippe Thiran E. Konukoglu 62 1 0 17 Jun 2024
Category-level Neural Field for Reconstruction of Partially Observed Objects in Indoor Environment Taekbeom Lee Youngseok Jang H. Jin Kim 3DV 33 0 0 12 Jun 2024
PGSR: Planar-based Gaussian Splatting for Efficient and High-Fidelity Surface Reconstruction Danpeng Chen Hai Li Weicai Ye Yifan Wang Weijian Xie Shangjin Zhai Nan Wang Haomin Liu Hujun Bao Guofeng Zhang 3DGS 54 66 0 10 Jun 2024
Normal-guided Detail-Preserving Neural Implicit Function for High-Fidelity 3D Surface Reconstruction Aarya Patel Hamid Laga Ojaswa Sharma 43 1 0 07 Jun 2024
GaussianRoom: Improving 3D Gaussian Splatting with SDF Guidance and Monocular Cues for Indoor Scene Reconstruction Haodong Xiang Xinghui Li Xiansong Lai Wanting Zhang Zhichao Liao Kai Cheng Xueping Liu Xueping Liu 3DV 3DGS 37 10 0 30 May 2024
A Pontryagin Perspective on Reinforcement Learning Onno Eberhard Claire Vernade Michael Muehlebach 43 2 0 28 May 2024
Point Resampling and Ray Transformation Aid to Editable NeRF Models Zhenyang Li Zilong Chen Feifan Qu Mingqing Wang Yizhou Zhao Kai Zhang Yifan Peng 36 1 0 12 May 2024
Rasterized Edge Gradients: Handling Discontinuities Differentiably Stanislav Pidhorskyi Tomas Simon Gabriel Schwartz He Wen Yaser Sheikh Jason M. Saragih 3DH 30 4 0 03 May 2024
NeRF2Points: Large-Scale Point Cloud Generation From Street Views' Radiance Field Optimization Peng Tu Xun Zhou Mingming Wang Xiaojun Yang Bo Peng Ping Chen Xiu Su Yawen Huang Yefeng Zheng Chang Xu 32 1 0 07 Apr 2024
3DGSR: Implicit Surface Reconstruction with 3D Gaussian Splatting Xiaoyang Lyu Yang-tian Sun Yi-Hua Huang Xiuzhe Wu Ziyi Yang Yilun Chen Jiangmiao Pang Xiaojuan Qi 3DV 3DGS 67 32 0 30 Mar 2024
2D Gaussian Splatting for Geometrically Accurate Radiance Fields Binbin Huang Zehao Yu Anpei Chen Andreas Geiger Shenghua Gao 3DGS 99 423 0 26 Mar 2024
RadSplat: Radiance Field-Informed Gaussian Splatting for Robust Real-Time Rendering with 900+ FPS Michael Niemeyer Fabian Manhardt Marie-Julie Rakotosaona Michael Oechsle Daniel Duckworth R. Gosula Keisuke Tateno John Bates Dominik Kaeser Federico Tombari 3DGS 61 54 0 20 Mar 2024
Oriented-grid Encoder for 3D Implicit Representations Arihant Gaur Goncalo Dias Pais Pedro Miraldo 22 0 0 09 Feb 2024
HG3-NeRF: Hierarchical Geometric, Semantic, and Photometric Guided Neural Radiance Fields for Sparse View Inputs Zelin Gao Wei-wei Dai Yu Zhang 28 2 0 22 Jan 2024
NeuSG: Neural Implicit Surface Reconstruction with 3D Gaussian Splatting Guidance Hanlin Chen Chen Li Gim Hee Lee Gim Hee Lee 3DGS 39 76 0 01 Dec 2023
Neural Texture Puppeteer: A Framework for Neural Geometry and Texture Rendering of Articulated Shapes, Enabling Re-Identification at Interactive Speed Urs Waldmann O. Johannsen Bastian Goldluecke 3DH 25 1 0 28 Nov 2023
FPO++: Efficient Encoding and Rendering of Dynamic Neural Radiance Fields by Analyzing and Enhancing Fourier PlenOctrees Saskia Rabich P. Stotko Reinhard Klein 13 4 0 31 Oct 2023
DynPoint: Dynamic Neural Point For View Synthesis Kaichen Zhou Jia-Xing Zhong Sangyun Shin Kai Lu Yiyuan Yang Andrew Markham A. Trigoni 11 18 0 29 Oct 2023
Implicit Shape and Appearance Priors for Few-Shot Full Head Reconstruction Pol Caselles Eduard Ramon Jaime García G. Triginer Francesc Moreno-Noguer 31 3 0 12 Oct 2023
Sparse 3D Reconstruction via Object-Centric Ray Sampling L. Cerkezi Paolo Favaro 30 4 0 06 Sep 2023
Enhancing NeRF akin to Enhancing LLMs: Generalizable NeRF Transformer with Mixture-of-View-Experts Wenyan Cong Hanxue Liang Peihao Wang Zhiwen Fan Tianlong Chen M. Varma Yi Wang Zhangyang Wang MoE 27 21 0 22 Aug 2023
CaPhy: Capturing Physical Properties for Animatable Human Avatars Zhaoqi Su Liangxiao Hu Siyou Lin Hongwen Zhang Shengping Zhang Justus Thies Yebin Liu 3DH 28 11 0 11 Aug 2023
CopyRNeRF: Protecting the CopyRight of Neural Radiance Fields Ziyuan Luo Qing-Wu Guo Ka Chun Cheung Simon See Renjie Wan 17 28 0 21 Jul 2023
Differentiable Blocks World: Qualitative 3D Decomposition by Rendering Primitives Tom Monnier Jake Austin Angjoo Kanazawa Alexei A. Efros Mathieu Aubry VGen 26 16 0 11 Jul 2023
Diffusion with Forward Models: Solving Stochastic Inverse Problems Without Direct Supervision A. Tewari Tianwei Yin George Cazenavette Semon Rezchikov J. Tenenbaum F. Durand William T. Freeman Vincent Sitzmann DiffM 41 88 0 20 Jun 2023
Towards Large-Scale Incremental Dense Mapping using Robot-centric Implicit Neural Representation Jianheng Liu Haoyao Chen 23 0 0 18 Jun 2023
DiViNeT: 3D Reconstruction from Disparate Views via Neural Template Regularization Aditya Vora A. Patil Hao Zhang 3DV 24 6 0 07 Jun 2023
Learning Signed Distance Functions from Noisy 3D Point Clouds via Noise to Noise Mapping Baorui Ma Yu-Shen Liu Zhizhong Han 3DPC 22 23 0 02 Jun 2023
Template-free Articulated Neural Point Clouds for Reposable View Synthesis Lukas Uzolas E. Eisemann Petr Kellnhofer 3DH 29 9 0 30 May 2023
FastMESH: Fast Surface Reconstruction by Hexagonal Mesh-based Neural Rendering Yisu Zhang Jianke Zhu Lixiang Lin 3DV 3DH 19 2 0 29 May 2023
Factored-NeuS: Reconstructing Surfaces, Illumination, and Materials of Possibly Glossy Objects Yue Fan Ivan Skorokhodov Oleg Voynov Savva Ignatyev Evgeny Burnaev Peter Wonka Yiqun Wang Yiqun Wang 3DV 45 11 0 29 May 2023
Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface Reconstruction Tung Le Khai Nguyen Shanlin Sun Kun Han Nhat Ho Xiaohui Xie 17 5 0 27 May 2023
Chupa: Carving 3D Clothed Humans from Skinned Shape Priors using 2D Diffusion Probabilistic Models Byungjun Kim Patrick Kwon K. Lee Myunggi Lee Sookwan Han Daesik Kim Hanbyul Joo DiffM 36 20 0 19 May 2023
EasyHeC: Accurate and Automatic Hand-eye Calibration via Differentiable Rendering and Space Exploration Ling-Hao Chen Yuzhe Qin Xiaowei Zhou Hao Su 28 14 0 02 May 2023
VGOS: Voxel Grid Optimization for View Synthesis from Sparse Inputs Jiakai Sun Zhanjie Zhang Jiafu Chen Guangyuan Li Boyan Ji Lei Zhao Wei Xing Huaizhong Lin 17 19 0 26 Apr 2023
Self-supervised Learning by View Synthesis Shaoteng Liu Xiangyu Zhang T. Hu Jiaya Jia 3DV ViT 40 1 0 22 Apr 2023