Spherical CNNs

30 January 2018

Papers citing "Spherical CNNs"

50 / 544 papers shown

Title
SphereDepth: Panorama Depth Estimation from Spherical Domain Q. Yan Qiang-qiang Wang Kaiyong Zhao Bo Li Xiaowen Chu F. Deng MDE 34 2 0 29 Aug 2022
A Feedforward Unitary Equivariant Neural Network P. Ma Terence Chan 34 4 0 25 Aug 2022
PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs Zhengyang Shen T. Hong Qi She Jinwen Ma Zhouchen Lin MedIm 13 7 0 07 Aug 2022
Learning Omnidirectional Flow in 360-degree Video via Siamese Representation Keshav Bhandari Bin Duan Gaowen Liu Hugo Latapie Ziliang Zong Yan Yan MDE 36 2 0 07 Aug 2022
Towards Antisymmetric Neural Ansatz Separation Aaron Zweig Joan Bruna 20 4 0 05 Aug 2022
Neural Contourlet Network for Monocular 360 Depth Estimation Zhijie Shen Chunyu Lin Lang Nie K. Liao Yao Zhao MDE 55 10 0 03 Aug 2022
DEVIANT: Depth EquiVarIAnt NeTwork for Monocular 3D Object Detection Abhinav Kumar Garrick Brazil E. Corona Armin Parchami Xiaoming Liu 3DPC MDE 26 61 0 21 Jul 2022
e3nn: Euclidean Neural Networks Mario Geiger Tess E. Smidt 51 173 0 18 Jul 2022
$Image to Icosahedral Projection for $\mathrm{SO}(3)$ Object Reasoning from Single-View Images$ Image to Icosahedral Projection for $\mathrm{SO}(3)$ Object Reasoning from Single-View Images David M. Klee Ondrej Biza Robert W. Platt Robin Walters 26 4 0 18 Jul 2022
On the Strong Correlation Between Model Invariance and Generalization Weijian Deng Stephen Gould Liang Zheng OOD 34 16 0 14 Jul 2022
Equivariant Representation Learning via Class-Pose Decomposition Giovanni Luca Marchetti Gustaf Tegnér Anastasiia Varava Danica Kragic DRL 35 15 0 07 Jul 2022
SphereVLAD++: Attention-based and Signal-enhanced Viewpoint Invariant Descriptor Shiqi Zhao Peng Yin Ge Yi Sebastian Scherer 14 19 0 06 Jul 2022
How can spherical CNNs benefit ML-based diffusion MRI parameter estimation? Tobias Goodwin-Allcock Jason D. McEwen Robert J. Gray P. Nachev Hui Zhang DiffM MedIm 30 9 0 01 Jul 2022
Spherical Channels for Modeling Atomic Interactions C. L. Zitnick Abhishek Das Adeesh Kolluru Janice Lan Muhammed Shuaibi Anuroop Sriram Zachary W. Ulissi Brandon M. Wood 84 58 0 29 Jun 2022
Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs Yi-Lun Liao Tess E. Smidt 90 217 0 23 Jun 2022
The Manifold Scattering Transform for High-Dimensional Point Cloud Data Joyce A. Chew H. Steach Siddharth Viswanath Hau‐Tieng Wu M. Hirn Deanna Needell Smita Krishnaswamy Michael Perlmutter 3DPC 35 13 0 21 Jun 2022
Approximate Equivariance SO(3) Needlet Convolution Kai Yi Jialin Chen Yu Guang Wang Bingxin Zhou Pietro Lio Yanan Fan J. Hamann 26 4 0 17 Jun 2022
Perceptual Quality Assessment of Virtual Reality Videos in the Wild Wen Wen Mu Li Yiru Yao Xiangjie Sui Yabin Zhang Long Lan Yuming Fang Kede Ma 27 2 0 13 Jun 2022
DPCN++: Differentiable Phase Correlation Network for Versatile Pose Registration Zexi Chen Yiyi Liao Haozhe Du Haodong Zhang Xuecheng Xu Haojian Lu R. Xiong Yue Wang 36 2 0 12 Jun 2022
Depth-Adapted CNNs for RGB-D Semantic Segmentation Zongwei Wu Guillaume Allibert C. Stolz Chaoxiang Ma C. Demonceaux SSeg MDE 24 12 0 08 Jun 2022
Integrating Symmetry into Differentiable Planning with Steerable Convolutions Linfeng Zhao Xu Zhu Lingzhi Kong Robin Walters Lawson L. S. Wong 26 7 0 08 Jun 2022
Rotation-Equivariant Conditional Spherical Neural Fields for Learning a Natural Illumination Prior James A. D. Gardner Bernhard Egger W. Smith 33 13 0 07 Jun 2022
Learning with Capsules: A Survey Fabio De Sousa Ribeiro Kevin Duarte Miles Everett Georgios Leontidis M. Shah 3DPC MedIm 39 19 0 06 Jun 2022
Spatial Feature Mapping for 6DoF Object Pose Estimation Jianhan Mei Xudong Jiang Henghui Ding 3DPC 32 14 0 03 Jun 2022
Three-dimensional microstructure generation using generative adversarial neural networks in the context of continuum micromechanics Alexander Henkes Henning Wessels 3DV MedIm AI4CE 23 38 0 31 May 2022
Hierarchical Spherical CNNs with Lifting-based Adaptive Wavelets for Pooling and Unpooling Mingxing Xu Chenglin Li Wenrui Dai Siheng Chen Junni Zou P. Frossard H. Xiong 34 2 0 31 May 2022
The Devil is in the Pose: Ambiguity-free 3D Rotation-invariant Learning via Pose-aware Convolution Ronghan Chen Yang Cong 3DH 30 19 0 30 May 2022
Universality of Group Convolutional Neural Networks Based on Ridgelet Analysis on Groups Sho Sonoda Isao Ishikawa Masahiro Ikeda 30 9 0 30 May 2022
Equivariant Mesh Attention Networks Sourya Basu Jose Gallego-Posada Francesco Vigano J. Rowbottom Taco S. Cohen 3DPC MDE AI4CE 59 10 0 21 May 2022
Deep Learning for Omnidirectional Vision: A Survey and New Perspectives Hao Ai Zidong Cao Jin Zhu Haotian Bai Yucheng Chen Ling Wang 44 35 0 21 May 2022
Learning Symmetric Embeddings for Equivariant World Models Jung Yeon Park Ondrej Biza Linfeng Zhao Jan-Willem van de Meent Robin Walters 31 42 0 24 Apr 2022
Scale-Equivariant Unrolled Neural Networks for Data-Efficient Accelerated MRI Reconstruction Beliz Gunel Arda Sahiner Arjun D Desai Akshay S. Chaudhari S. Vasanawala Mert Pilanci John M. Pauly MedIm 22 7 0 21 Apr 2022
Efficient Architecture Search for Diverse Tasks Jun Shen M. Khodak Ameet Talwalkar 30 31 0 15 Apr 2022
Relaxing Equivariance Constraints with Non-stationary Continuous Filters Tycho F. A. van der Ouderaa David W. Romero Mark van der Wilk 29 33 0 14 Apr 2022
OmniPD: One-Step Person Detection in Top-View Omnidirectional Indoor Scenes Jingrui Yu Roman Seidel G. Hirtz ObjD 26 8 0 14 Apr 2022
Equivariance Discovery by Learned Parameter-Sharing Raymond A. Yeh Yuan-Ting Hu M. Hasegawa-Johnson Alex Schwing FedML 37 15 0 07 Apr 2022
Surface Vision Transformers: Flexible Attention-Based Modelling of Biomedical Surfaces Simon Dahan Hao Xu Logan Z. J. Williams Abdulah Fawaz Chunhui Yang ... A. Edwards M. Glasser Alistair Young Daniel Rueckert E. C. Robinson ViT MedIm 30 0 0 07 Apr 2022
Leveraging Equivariant Features for Absolute Pose Regression M. A. Musallam Vincent Gaudillière M. O. D. Castillo Kassem Al Ismaeil Djamila Aouada 41 21 0 05 Apr 2022
Shape-Pose Disentanglement using SE(3)-equivariant Vector Neurons Oren Katzir Dani Lischinski Daniel Cohen-Or 3DPC 40 14 0 03 Apr 2022
Direction of Arrival Estimation of Sound Sources Using Icosahedral CNNs David Diaz-Guerra A. Miguel J. R. Beltrán 34 22 0 31 Mar 2022
When Physics Meets Machine Learning: A Survey of Physics-Informed Machine Learning Chuizheng Meng Sungyong Seo Defu Cao Sam Griesemer Yan Liu PINN AI4CE 51 57 0 31 Mar 2022
Distortion-Tolerant Monocular Depth Estimation On Omnidirectional Images Using Dual-cubemap Zhijie Shen Chunyu Lin Lang Nie K. Liao Yao Zhao MDE 52 15 0 18 Mar 2022
PanoFormer: Panorama Transformer for Indoor 360 Depth Estimation Zhijie Shen Chunyu Lin K. Liao Lang Nie Zishuo Zheng Yao Zhao ViT MDE 27 85 0 17 Mar 2022
Symmetry-Based Representations for Artificial and Biological General Intelligence I. Higgins S. Racanière Danilo Jimenez Rezende AI4CE 33 44 0 17 Mar 2022
Quantum Finite Automata and Quiver Algebras G. Jeffreys Siu-Cheong Lau 16 0 0 15 Mar 2022
Symmetry Group Equivariant Architectures for Physics A. Bogatskiy S. Ganguly Thomas Kipf Risi Kondor David W. Miller ... Jan T. Offermann M. Pettee P. Shanahan C. Shimmin S. Thais AI4CE 27 27 0 11 Mar 2022
Resource-Efficient Invariant Networks: Exponential Gains by Unrolled Optimization Sam Buchanan Jingkai Yan Ellie Haber John N. Wright 23 3 0 09 Mar 2022
ART-Point: Improving Rotation Robustness of Point Cloud Classifiers via Adversarial Rotation Robin Wang Yibo Yang Dacheng Tao 3DPC 27 18 0 08 Mar 2022
KamNet: An Integrated Spatiotemporal Deep Neural Network for Rare Event Search in KamLAND-Zen A. Li Z. Fu L. Winslow C. Grant H. Song H. Ozaki I. Shimizu A. Takeuchi 11 2 0 03 Mar 2022
OmniFusion: 360 Monocular Depth Estimation via Geometry-Aware Fusion Yu-yang Li Yuliang Guo Zhixin Yan Xinyu Huang Ye Duan Liu Ren MDE 26 66 0 02 Mar 2022