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Deep Meta Functionals for Shape Representation

Deep Meta Functionals for Shape Representation

IEEE International Conference on Computer Vision (ICCV), 2019
17 August 2019
G. Littwin
Lior Wolf
    3DPC
ArXiv (abs)PDFHTMLGithub (26★)

Papers citing "Deep Meta Functionals for Shape Representation"

50 / 61 papers shown
Projectable Models: One-Shot Generation of Small Specialized Transformers from Large Ones
Projectable Models: One-Shot Generation of Small Specialized Transformers from Large Ones
A. Zhmoginov
Jihwan Lee
Mark Sandler
240
0
0
06 Jun 2025
HyDA: Hypernetworks for Test Time Domain Adaptation in Medical Imaging Analysis
HyDA: Hypernetworks for Test Time Domain Adaptation in Medical Imaging AnalysisInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Doron Serebro
Tammy Riklin-Raviv
OOD
379
1
0
06 Mar 2025
Implicit Neural Representation For Accurate CFD Flow Field Prediction
Implicit Neural Representation For Accurate CFD Flow Field Prediction
L. D. Vito
Nils Pinnau
Simone Dey
AI4CE
325
2
0
12 Aug 2024
Leveraging Adaptive Implicit Representation Mapping for Ultra
  High-Resolution Image Segmentation
Leveraging Adaptive Implicit Representation Mapping for Ultra High-Resolution Image Segmentation
Ziyu Zhao
Xiaoguang Li
Pingping Cai
Canyu Zhang
Song Wang
315
0
0
31 Jul 2024
MNeRV: A Multilayer Neural Representation for Videos
MNeRV: A Multilayer Neural Representation for Videos
Qingling Chang
Haohui Yu
Shuxuan Fu
Zhiqiang Zeng
Chuangquan Chen
208
1
0
10 Jul 2024
HyperFusion: A Hypernetwork Approach to Multimodal Integration of Tabular and Medical Imaging Data for Predictive Modeling
HyperFusion: A Hypernetwork Approach to Multimodal Integration of Tabular and Medical Imaging Data for Predictive Modeling
Daniel Duenias
Brennan Nichyporuk
Tal Arbel
Tammy Riklin-Raviv
354
25
0
20 Mar 2024
INFAMOUS-NeRF: ImproviNg FAce MOdeling Using Semantically-Aligned
  Hypernetworks with Neural Radiance Fields
INFAMOUS-NeRF: ImproviNg FAce MOdeling Using Semantically-Aligned Hypernetworks with Neural Radiance Fields
Andrew Hou
Feng Liu
Zhiyuan Ren
Michel Sarkis
Ning Bi
Yiying Tong
Xiaoming Liu
CVBM
335
3
0
23 Dec 2023
HyperEditor: Achieving Both Authenticity and Cross-Domain Capability in
  Image Editing via Hypernetworks
HyperEditor: Achieving Both Authenticity and Cross-Domain Capability in Image Editing via Hypernetworks
Hai Zhang
Chunwei Wu
Guitao Cao
Hailing Wang
Wenming Cao
280
5
0
21 Dec 2023
IPVNet: Learning Implicit Point-Voxel Features for Open-Surface 3D
  Reconstruction
IPVNet: Learning Implicit Point-Voxel Features for Open-Surface 3D ReconstructionJournal of Visual Communication and Image Representation (JVCIR), 2023
Mohammad Arshad
William J. Beksi
3DPC3DV
324
3
0
05 Nov 2023
InstantAvatar: Efficient 3D Head Reconstruction via Surface Rendering
InstantAvatar: Efficient 3D Head Reconstruction via Surface RenderingInternational Conference on 3D Vision (3DV), 2023
Antonio Canela
Pol Caselles
Inshah Malik
Eduard Ramon
Jaime García
Jordi Sánchez-Riera
G. Triginer
Francesc Moreno-Noguer
3DH
311
4
0
09 Aug 2023
LIST: Learning Implicitly from Spatial Transformers for Single-View 3D
  Reconstruction
LIST: Learning Implicitly from Spatial Transformers for Single-View 3D ReconstructionIEEE International Conference on Computer Vision (ICCV), 2023
Mohammad Arshad
William J. Beksi
273
10
0
23 Jul 2023
A Brief Review of Hypernetworks in Deep Learning
A Brief Review of Hypernetworks in Deep LearningArtificial Intelligence Review (AIR), 2023
Vinod Kumar Chauhan
Jiandong Zhou
Ping Lu
Soheila Molaei
David Clifton
577
164
0
12 Jun 2023
Learning Signed Distance Functions from Noisy 3D Point Clouds via Noise
  to Noise Mapping
Learning Signed Distance Functions from Noisy 3D Point Clouds via Noise to Noise MappingInternational Conference on Machine Learning (ICML), 2023
Baorui Ma
Yu-Shen Liu
Zhizhong Han
3DPC
314
35
0
02 Jun 2023
HyperINR: A Fast and Predictive Hypernetwork for Implicit Neural
  Representations via Knowledge Distillation
HyperINR: A Fast and Predictive Hypernetwork for Implicit Neural Representations via Knowledge Distillation
Qi Wu
David Bauer
Yuyang Chen
Kwan-Liu Ma
310
21
0
09 Apr 2023
A Review of Deep Learning-Powered Mesh Reconstruction Methods
A Review of Deep Learning-Powered Mesh Reconstruction Methods
Zhiqin Chen
3DV
348
6
0
06 Mar 2023
HyperPose: Hypernetwork-Infused Camera Pose Localization and an Extended Cambridge Landmarks Dataset
HyperPose: Hypernetwork-Infused Camera Pose Localization and an Extended Cambridge Landmarks DatasetComputer Vision and Pattern Recognition (CVPR), 2023
Ron Ferens
Y. Keller
ViT
252
2
0
05 Mar 2023
Population-size-Aware Policy Optimization for Mean-Field Games
Population-size-Aware Policy Optimization for Mean-Field GamesInternational Conference on Learning Representations (ICLR), 2023
Pengdeng Li
Xinrun Wang
Shuxin Li
Hau Chan
Bo An
244
3
0
07 Feb 2023
Exploring the Approximation Capabilities of Multiplicative Neural
  Networks for Smooth Functions
Exploring the Approximation Capabilities of Multiplicative Neural Networks for Smooth Functions
Ido Ben-Shaul
Tomer Galanti
S. Dekel
322
4
0
11 Jan 2023
DynaGAN: Dynamic Few-shot Adaptation of GANs to Multiple Domains
DynaGAN: Dynamic Few-shot Adaptation of GANs to Multiple DomainsACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia), 2022
S. Kim
Kyoungkook Kang
Geon-Yeong Kim
Seung-Hwan Baek
Sunghyun Cho
173
21
0
26 Nov 2022
Time Series Forecasting with Hypernetworks Generating Parameters in
  Advance
Time Series Forecasting with Hypernetworks Generating Parameters in Advance
Jaehoon Lee
C. Kim
Gyumin Lee
Haksoo Lim
Jeongwhan Choi
Kookjin Lee
Dongeun Lee
Sanghyun Hong
Noseong Park
OODAI4TS
186
4
0
22 Nov 2022
Automated Reconstruction of 3D Open Surfaces from Sparse Point Clouds
Automated Reconstruction of 3D Open Surfaces from Sparse Point Clouds
M. Arshad
William J. Beksi
3DPC3DV
268
4
0
26 Oct 2022
SymmNeRF: Learning to Explore Symmetry Prior for Single-View View
  Synthesis
SymmNeRF: Learning to Explore Symmetry Prior for Single-View View SynthesisAsian Conference on Computer Vision (ACCV), 2022
Xingyi Li
Chaoyi Hong
Yiran Wang
Z. Cao
Ke Xian
Guosheng Lin
231
21
0
29 Sep 2022
Towards Confidence-guided Shape Completion for Robotic Applications
Towards Confidence-guided Shape Completion for Robotic ApplicationsIEEE-RAS International Conference on Humanoid Robots (Humanoids), 2022
Andrea Rosasco
Stefano Berti
Fabrizio Bottarel
Michele Colledanchise
Lorenzo Natale
3DV
206
6
0
09 Sep 2022
HyperTime: Implicit Neural Representation for Time Series
HyperTime: Implicit Neural Representation for Time Series
Elizabeth Fons
Alejandro Sztrajman
Yousef El-Laham
Alexandros Iosifidis
Svitlana Vyetrenko
AI4TS
185
31
0
11 Aug 2022
Semi-supervised Learning of Partial Differential Operators and Dynamical
  Flows
Semi-supervised Learning of Partial Differential Operators and Dynamical FlowsConference on Uncertainty in Artificial Intelligence (UAI), 2022
Michael Rotman
A. Dekel
R. Ber
Lior Wolf
Yaron Oz
AI4CE
215
7
0
28 Jul 2022
NeuForm: Adaptive Overfitting for Neural Shape Editing
NeuForm: Adaptive Overfitting for Neural Shape EditingNeural Information Processing Systems (NeurIPS), 2022
Connor Z. Lin
Niloy J. Mitra
Gordon Wetzstein
Leonidas Guibas
Paul Guerrero
3DH
274
24
0
18 Jul 2022
Latent Partition Implicit with Surface Codes for 3D Representation
Latent Partition Implicit with Surface Codes for 3D RepresentationEuropean Conference on Computer Vision (ECCV), 2022
Chao Chen
Yu-Shen Liu
Zhihong Han
336
33
0
18 Jul 2022
E-NeRV: Expedite Neural Video Representation with Disentangled
  Spatial-Temporal Context
E-NeRV: Expedite Neural Video Representation with Disentangled Spatial-Temporal ContextEuropean Conference on Computer Vision (ECCV), 2022
Zizhang Li
Mengmeng Wang
Huaijin Pi
Kechun Xu
Jianbiao Mei
Yong Liu
317
115
0
17 Jul 2022
ANISE: Assembly-based Neural Implicit Surface rEconstruction
ANISE: Assembly-based Neural Implicit Surface rEconstructionIEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Dmitry Petrov
Matheus Gadelha
R. Měch
E. Kalogerakis
296
18
0
27 May 2022
Layer-wised Model Aggregation for Personalized Federated Learning
Layer-wised Model Aggregation for Personalized Federated LearningComputer Vision and Pattern Recognition (CVPR), 2022
Xiaosong Ma
Jie Zhang
Song Guo
Wenchao Xu
FedML
354
257
0
09 May 2022
Neural Convolutional Surfaces
Neural Convolutional SurfacesComputer Vision and Pattern Recognition (CVPR), 2022
Luca Morreale
Noam Aigerman
Paul Guerrero
Vladimir G. Kim
Niloy J. Mitra
149
15
0
05 Apr 2022
Controllable Dynamic Multi-Task Architectures
Controllable Dynamic Multi-Task ArchitecturesComputer Vision and Pattern Recognition (CVPR), 2022
Dripta S. Raychaudhuri
Yumin Suh
S. Schulter
Xiang Yu
M. Faraki
Amit K. Roy-Chowdhury
Manmohan Chandraker
223
39
0
28 Mar 2022
Federated Learning with Heterogeneous Architectures using Graph
  HyperNetworks
Federated Learning with Heterogeneous Architectures using Graph HyperNetworks
Or Litany
Haggai Maron
David Acuna
Jan Kautz
Gal Chechik
Sanja Fidler
FedML
265
30
0
20 Jan 2022
StyleGAN-V: A Continuous Video Generator with the Price, Image Quality
  and Perks of StyleGAN2
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
537
365
0
29 Dec 2021
Hypernet-Ensemble Learning of Segmentation Probability for Medical Image
  Segmentation with Ambiguous Labels
Hypernet-Ensemble Learning of Segmentation Probability for Medical Image Segmentation with Ambiguous Labels
Sun-Beom Hong
A. Bonkhoff
Andrew Hoopes
Martin Bretzner
M. Schirmer
A. Giese
Adrian Dalca
Polina Golland
N. Rost
UQCV
228
8
0
13 Dec 2021
HyperInverter: Improving StyleGAN Inversion via Hypernetwork
HyperInverter: Improving StyleGAN Inversion via Hypernetwork
Tan M. Dinh
Anh Tran
Rang Nguyen
Binh-Son Hua
422
127
0
01 Dec 2021
HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing
HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing
Yuval Alaluf
Omer Tov
Ron Mokady
Rinon Gal
Amit H. Bermano
449
326
0
30 Nov 2021
Neural Fields in Visual Computing and Beyond
Neural Fields in Visual Computing and Beyond
Yiheng Xie
Towaki Takikawa
Forrest Iandola
Or Litany
Shiqin Yan
Numair Khan
Federico Tombari
James Tompkin
Vincent Sitzmann
Srinath Sridhar
3DH
1.1K
761
0
22 Nov 2021
CIPS-3D: A 3D-Aware Generator of GANs Based on Conditionally-Independent
  Pixel Synthesis
CIPS-3D: A 3D-Aware Generator of GANs Based on Conditionally-Independent Pixel Synthesis
Peng Zhou
Lingxi Xie
Bingbing Ni
Qi Tian
244
178
0
19 Oct 2021
Robust MIMO Detection using Hypernetworks with Learned Regularizers
Robust MIMO Detection using Hypernetworks with Learned Regularizers
Nicolas Zilberstein
C. Dick
Rahman Doost-Mohammady
A. Sabharwal
Santiago Segarra
234
4
0
13 Oct 2021
3D Meta-Segmentation Neural Network
3D Meta-Segmentation Neural Network
Yu Hao
Yi Fang
3DPC
156
2
0
08 Oct 2021
Meta Internal Learning
Meta Internal Learning
Raphael Bensadoun
Shir Gur
Tomer Galanti
Lior Wolf
GAN
254
8
0
06 Oct 2021
H3D-Net: Few-Shot High-Fidelity 3D Head Reconstruction
H3D-Net: Few-Shot High-Fidelity 3D Head ReconstructionIEEE International Conference on Computer Vision (ICCV), 2021
Eduard Ramon
G. Triginer
Janna Escur
Albert Pumarola
Jaime García
Xavier Giró-i-Nieto
Francesc Moreno-Noguer
3DH
303
106
0
26 Jul 2021
Learning Mesh Representations via Binary Space Partitioning Tree
  Networks
Learning Mesh Representations via Binary Space Partitioning Tree NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Zhiqin Chen
Andrea Tagliasacchi
Hao Zhang
3DPC3DVAI4CE
270
10
0
27 Jun 2021
Learning and Meshing from Deep Implicit Surface Networks Using an
  Efficient Implementation of Analytic Marching
Learning and Meshing from Deep Implicit Surface Networks Using an Efficient Implementation of Analytic MarchingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Jiabao Lei
Kui Jia
Yi-An Ma
219
12
0
18 Jun 2021
Recomposing the Reinforcement Learning Building Blocks with
  Hypernetworks
Recomposing the Reinforcement Learning Building Blocks with HypernetworksInternational Conference on Machine Learning (ICML), 2021
Shai Keynan
Elad Sarafian
Sarit Kraus
OffRL
241
39
0
12 Jun 2021
HyperHyperNetworks for the Design of Antenna Arrays
HyperHyperNetworks for the Design of Antenna Arrays
Shahar Lutati
Lior Wolf
236
2
0
09 May 2021
Aligning Latent and Image Spaces to Connect the Unconnectable
Aligning Latent and Image Spaces to Connect the UnconnectableIEEE International Conference on Computer Vision (ICCV), 2021
Ivan Skorokhodov
Grigorii Sotnikov
Mohamed Elhoseiny
DiffM
228
98
0
14 Apr 2021
Neural Surface Maps
Neural Surface MapsComputer Vision and Pattern Recognition (CVPR), 2021
Luca Morreale
Noam Aigerman
Vladimir G. Kim
Niloy J. Mitra
AI4CE
386
33
0
31 Mar 2021
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2020
Y. Nirkin
Lior Wolf
Tal Hassner
SSeg
462
237
0
21 Dec 2020
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