Learning Implicit Fields for Generative Shape Modeling

6 December 2018

Papers citing "Learning Implicit Fields for Generative Shape Modeling"

50 / 1,125 papers shown

Title
State of the Art in Dense Monocular Non-Rigid 3D Reconstruction Edith Tretschk Navami Kairanda R. MallikarjunB. Rishabh Dabral Adam Kortylewski Bernhard Egger Marc Habermann Pascal Fua Christian Theobalt Vladislav Golyanik 3DH 37 36 0 27 Oct 2022
Deep Generative Models on 3D Representations: A Survey Zifan Shi Sida Peng Yinghao Xu Andreas Geiger Yiyi Liao Yujun Shen MedIm 3DV 52 0 0 27 Oct 2022
HRTF Field: Unifying Measured HRTF Magnitude Representation with Neural Fields You Zhang Yuxiang Wang Z. Duan 41 10 0 27 Oct 2022
Automated Reconstruction of 3D Open Surfaces from Sparse Point Clouds M. Arshad William J. Beksi 3DPC 3DV 48 3 0 26 Oct 2022
Vitruvio: 3D Building Meshes via Single Perspective Sketches Alberto Tono Heyaojing Huang Ashwin Agrawal Martin Fischer 31 5 0 24 Oct 2022
Single Image Super-Resolution via a Dual Interactive Implicit Neural Network Q. Nguyen William J. Beksi SupR 51 18 0 23 Oct 2022
Isomorphic mesh generation from point clouds with multilayer perceptrons Shoko Miyauchi K. Morooka Ryo Kurazume 3DPC 29 1 0 21 Oct 2022
FIND: An Unsupervised Implicit 3D Model of Articulated Human Feet Oliver Boyne James Charles R. Cipolla 3DH 27 4 0 21 Oct 2022
NIFT: Neural Interaction Field and Template for Object Manipulation Zeyu Huang Juzhan Xu Sisi Dai Kai Xu Hao Zhang Hui Huang Ruizhen Hu 51 7 0 20 Oct 2022
Self-Supervised Representation Learning for CAD Benjamin T. Jones Michael Hu Vladimir G. Kim Adriana Schulz SSL AI4CE 34 19 0 19 Oct 2022
ARAH: Animatable Volume Rendering of Articulated Human SDFs Shaofei Wang Katja Schwarz Andreas Geiger Siyu Tang 3DH 50 131 0 18 Oct 2022
ITSRN++: Stronger and Better Implicit Transformer Network for Continuous Screen Content Image Super-Resolution Sheng Shen Huanjing Yue Jingyu Yang Kun Li SupR 30 3 0 17 Oct 2022
Signal Processing for Implicit Neural Representations Dejia Xu Peihao Wang Yi Ding Zhiwen Fan Zhangyang Wang 37 38 0 17 Oct 2022
Controllable Style Transfer via Test-time Training of Implicit Neural Representation Sunwoo Kim Youngjo Min Younghun Jung Seung Wook Kim 37 8 0 14 Oct 2022
Lightweight Stepless Super-Resolution of Remote Sensing Images via Saliency-Aware Dynamic Routing Strategy Hanlin Wu Ning Ni Li-bao Zhang 23 11 0 14 Oct 2022
LION: Latent Point Diffusion Models for 3D Shape Generation Fangyin Wei Arash Vahdat Francis Williams Zan Gojcic Or Litany Sanja Fidler Karsten Kreis DiffM 75 489 0 12 Oct 2022
Controllable Radiance Fields for Dynamic Face Synthesis Peiye Zhuang Liqian Ma Oluwasanmi Koyejo Alex Schwing CVBM 3DH 23 11 0 11 Oct 2022
DeepMend: Learning Occupancy Functions to Represent Shape for Repair N. Lamb Sean Banerjee N. Banerjee 50 9 0 11 Oct 2022
Neural Shape Deformation Priors Jiapeng Tang Lev Markhasin Bi Wang Justus Thies Matthias Nießner 66 27 0 11 Oct 2022
MAgNet: Mesh Agnostic Neural PDE Solver Oussama Boussif D. Assouline L. Benabbou Yoshua Bengio AI4CE 111 29 0 11 Oct 2022
Multi-Object Navigation with dynamically learned neural implicit representations Pierre Marza L. Matignon Olivier Simonin Christian Wolf 46 23 0 11 Oct 2022
Dual-distribution discrepancy with self-supervised refinement for anomaly detection in medical images Yu Cai Hao Chen Xin Yang Yu Zhou Kwang-Ting Cheng 33 46 0 09 Oct 2022
A Simple Plugin for Transforming Images to Arbitrary Scales Qinye Zhou Zi-Hua Li Weidi Xie Xiaoyun Zhang Ya Zhang Yanfeng Wang ViT 27 1 0 07 Oct 2022
Neural Volumetric Mesh Generator Yang Zheng Lemeng Wu Xingchao Liu Zhe Chen Qiang Liu Qi-Xing Huang DiffM 13 9 0 06 Oct 2022
XDGAN: Multi-Modal 3D Shape Generation in 2D Space Hassan Abu Alhaija Alara Dirik André Knorig Sanja Fidler Maria Shugrina 3DV 33 7 0 06 Oct 2022
CAP-UDF: Learning Unsigned Distance Functions Progressively from Raw Point Clouds with Consistency-Aware Field Optimization Junsheng Zhou Baorui Ma Shujuan Li Yu-Shen Liu Yi Fang Zhizhong Han 3DPC 45 43 0 06 Oct 2022
Neural Matching Fields: Implicit Representation of Matching Fields for Visual Correspondence Sung‐Jin Hong Jisu Nam Seokju Cho Susung Hong Sangryul Jeon Dongbo Min Seung Wook Kim 3DV 36 16 0 06 Oct 2022
NeuralMeshing: Differentiable Meshing of Implicit Neural Representations Mathias Vetsch Sandro Lombardi Marc Pollefeys Martin R. Oswald 34 3 0 05 Oct 2022
Point Cloud Recognition with Position-to-Structure Attention Transformers Zhenghu Ding James Hou Zhuowen Tu ViT 3DPC 53 1 0 05 Oct 2022
Random Weight Factorization Improves the Training of Continuous Neural Representations Sizhuang He Hanwen Wang Jacob H. Seidman P. Perdikaris 34 10 0 03 Oct 2022
SinGRAV: Learning a Generative Radiance Volume from a Single Natural Scene Yujie Wang Xuelin Chen Baoquan Chen 31 10 0 03 Oct 2022
Implicit Neural Spatial Representations for Time-dependent PDEs Honglin Chen Rundi Wu E. Grinspun Changxi Zheng Julius Berner AI4CE 57 33 0 30 Sep 2022
SymmNeRF: Learning to Explore Symmetry Prior for Single-View View Synthesis Xingyi Li Chaoyi Hong Yiran Wang Z. Cao Ke Xian Guosheng Lin 32 19 0 29 Sep 2022
3D Neural Sculpting (3DNS): Editing Neural Signed Distance Functions Petros Tzathas Petros Maragos A. Roussos 23 6 0 28 Sep 2022
Frame Interpolation for Dynamic Scenes with Implicit Flow Encoding Pedro Figueiredo Avinash Paliwal N. Kalantari 42 6 0 27 Sep 2022
GET3D: A Generative Model of High Quality 3D Textured Shapes Learned from Images Jun Gao Tianchang Shen Zian Wang Wenzheng Chen K. Yin Daiqing Li Or Litany Zan Gojcic Sanja Fidler 49 438 0 22 Sep 2022
Edge-oriented Implicit Neural Representation with Channel Tuning Wonjoon Chang Dahee Kwon Bumjin Park 14 0 0 22 Sep 2022
Attention Beats Concatenation for Conditioning Neural Fields Daniel Rebain Mark J. Matthews K. M. Yi Gopal Sharma Dmitry Lagun Andrea Tagliasacchi AI4CE 48 22 0 21 Sep 2022
Implicit Conversion of Manifold B-Rep Solids by Neural Halfspace Representation Haoxiang Guo Yang Liu Hao Pan B. Guo AI4CE 47 9 0 21 Sep 2022
Learning Reconstructability for Drone Aerial Path Planning Yilin Liu Liqiang Lin Yue Hu Ke Xie Chi-Wing Fu Hao Zhang Hui Huang 41 19 0 21 Sep 2022
Iterative Poisson Surface Reconstruction (iPSR) for Unoriented Points Fei Hou Chiyu Wang Wencheng Wang Hong Qin Chen Qian Ying He 63 52 0 20 Sep 2022
Neural Wavelet-domain Diffusion for 3D Shape Generation Ka-Hei Hui Ruihui Li Jingyu Hu Chi-Wing Fu DiffM 56 123 0 19 Sep 2022
Bridging Implicit and Explicit Geometric Transformation for Single-Image View Synthesis Byeongjun Park Hyojun Go Changick Kim 3DV 48 6 0 15 Sep 2022
Landmark-free Statistical Shape Modeling via Neural Flow Deformations David Lüdke Tamaz Amiranashvili F. Ambellan Ivan Ezhov Bjoern Menze S. Zachow MedIm 20 16 0 14 Sep 2022
Neural Point-based Shape Modeling of Humans in Challenging Clothing Qianli Ma Jinlong Yang Michael J. Black Siyu Tang 3DH 32 29 0 14 Sep 2022
Self-Supervised Coordinate Projection Network for Sparse-View Computed Tomography Qing Wu Rui-jun Feng Hongjiang Wei Jing-xin Yu Yuyao Zhang 56 43 0 12 Sep 2022
ISS: Image as Stepping Stone for Text-Guided 3D Shape Generation Zhengzhe Liu Peng Dai Ruihui Li Xiaojuan Qi Chi-Wing Fu DiffM 182 25 0 09 Sep 2022
Implicit Full Waveform Inversion with Deep Neural Representation Jian Sun K. Innanen AI4CE 47 33 0 08 Sep 2022
Voxurf: Voxel-based Efficient and Accurate Neural Surface Reconstruction Tong Wu Jiaqi Wang Xingang Pan Xudong Xu Christian Theobalt Ziwei Liu Dahua Lin 40 99 0 26 Aug 2022
Learning Continuous Implicit Representation for Near-Periodic Patterns B. Chen Tiancheng Zhi M. Hebert S. Narasimhan CLL AI4TS 35 5 0 25 Aug 2022