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Exploring Differential Geometry in Neural Implicits
Computers & graphics (Comput. Graph.), 2022
23 January 2022
Tiago Novello
Guilherme Gonçalves Schardong
L. Schirmer
V. Silva
Helio Lopes
Luiz Velho
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Papers citing
"Exploring Differential Geometry in Neural Implicits"
23 / 23 papers shown
Geometric implicit neural representations for signed distance functions
Computers & graphics (CG), 2024
L. Schirmer
Tiago Novello
V. Silva
Guilherme Gonçalves Schardong
Daniel Perazzo
Helio Lopes
Nuno Gonçalves
Luiz Velho
377
12
0
10 Nov 2025
Adaptive Training of INRs via Pruning and Densification
Diana Aldana
João Paulo Lima
Daniel Csillag
Daniel Perazzo
Haoan Feng
Luiz Velho
Tiago Novello
163
0
0
27 Oct 2025
FLOWING: Implicit Neural Flows for Structure-Preserving Morphing
Arthur Bizzi
Matias Grynberg
Vitor Matias
Daniel Perazzo
João Paulo Lima
Luiz Velho
Nuno Gonçalves
João M. Pereira
Guilherme Gonçalves Schardong
Tiago Novello
3DH
AI4CE
252
3
0
10 Oct 2025
High Resolution UDF Meshing via Iterative Networks
Federico Stella
Nicolas Talabot
Hieu M. Le
Pascal Fua
AI4CE
128
1
0
21 Sep 2025
INF-3DP: Implicit Neural Fields for Collision-Free Multi-Axis 3D Printing
Jiasheng Qu
Zhuo Huang
Dezhao Guo
Hailin Sun
Aoran Lyu
Chengkai Dai
Yeung Yam
Guoxin Fang
AI4CE
104
1
0
02 Sep 2025
Mesh Processing Non-Meshes via Neural Displacement Fields
Yuta Noma
Zhecheng Wang
Chenxi Liu
Karan Singh
Alec Jacobson
AI4CE
158
0
0
16 Aug 2025
SDFs from Unoriented Point Clouds using Neural Variational Heat Distances
Samuel Weidemaier
Florine Hartwig
Josua Sassen
Sergio Conti
Mirela Ben-Chen
M. Rumpf
292
0
0
15 Apr 2025
Neural Geometry Processing via Spherical Neural Surfaces
Romy Williamson
Niloy J. Mitra
351
12
0
10 Jul 2024
Geometry-Informed Neural Networks
Arturs Berzins
Andreas Radler
Eric Volkmann
Sebastian Sanokowski
Sepp Hochreiter
Johannes Brandstetter
GAN
AI4CE
603
8
0
21 Feb 2024
DUDF: Differentiable Unsigned Distance Fields with Hyperbolic Scaling
Miguel Fainstein
Viviana Siless
Emmanuel Iarussi
436
11
0
14 Feb 2024
Implicit Neural Representation of Tileable Material Textures
Hallison Paz
Tiago Novello
Luiz Velho
220
2
0
03 Feb 2024
DebSDF: Delving into the Details and Bias of Neural Indoor Scene Reconstruction
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Yuting Xiao
Jingwei Xu
Zehao Yu
Shenghua Gao
317
18
0
29 Aug 2023
Neural Implicit Morphing of Face Images
Computer Vision and Pattern Recognition (CVPR), 2023
Guilherme Gonçalves Schardong
Tiago Novello
Hallison Paz
Iurii Medvedev
Daniela Perazzo
Luiz Velho
Nuno Gonccalves
CVBM
3DH
367
13
0
26 Aug 2023
MARF: The Medial Atom Ray Field Object Representation
Computers & graphics (CG), 2023
Peder Bergebakken Sundt
T. Theoharis
343
6
0
30 Jun 2023
Enhancing Surface Neural Implicits with Curvature-Guided Sampling and Uncertainty-Augmented Representations
German Conference on Pattern Recognition (GCPR), 2023
Lu Sang
Abhishek Saroha
Maolin Gao
Zorah Lähner
362
2
0
03 Jun 2023
Neural Implicit Shape Editing using Boundary Sensitivity
International Conference on Learning Representations (ICLR), 2023
Arturs Berzins
Moritz Ibing
Leif Kobbelt
AI4CE
208
7
0
24 Apr 2023
NAISR: A 3D Neural Additive Model for Interpretable Shape Representation
International Conference on Learning Representations (ICLR), 2023
Yining Jiao
C. Zdanski
Julia Kimbell
Andrew Prince
Cameron P Worden
...
Christopher Rutter
Benjamin Shields
William Dunn
Jisan Mahmud
Marc Niethammer
635
7
0
16 Mar 2023
Robust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks
International Conference on Machine Learning (ICML), 2023
Louis Bethune
Paul Novello
Thibaut Boissin
Guillaume Coiffier
M. Serrurier
Quentin Vincenot
Andres Troya-Galvis
324
12
0
26 Jan 2023
ORCa: Glossy Objects as Radiance Field Cameras
Computer Vision and Pattern Recognition (CVPR), 2022
Kushagra Tiwary
Akshat Dave
Nikhil Behari
Tzofi Klinghoffer
Ashok Veeraraghavan
Ramesh Raskar
355
21
0
08 Dec 2022
Understanding Sinusoidal Neural Networks
Tiago Novello
362
6
0
04 Dec 2022
Neural Implicit Surface Evolution
IEEE International Conference on Computer Vision (ICCV), 2022
Tiago Novello
V. Silva
Guilherme Gonçalves Schardong
L. Schirmer
Helio Lopes
Luiz Velho
AI4CE
435
23
0
24 Jan 2022
Neural Implicit Mapping via Nested Neighborhoods
V. Silva
Tiago Novello
Guilherme Gonçalves Schardong
L. Schirmer
Helio Lopes
Luiz Velho
308
4
0
22 Jan 2022
Neural Knitworks: Patched Neural Implicit Representation Networks
Mikolaj Czerkawski
Javier Cardona
Robert C. Atkinson
W. Michie
I. Andonovic
C. Clemente
Christos Tachtatzis
262
13
0
29 Sep 2021
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