HEAL-SWIN: A Vision Transformer On The Sphere

14 July 2023

Christoffer Petersson

Papers citing "HEAL-SWIN: A Vision Transformer On The Sphere"

35 / 35 papers shown

Title
Spherical Transformer for LiDAR-based 3D Recognition Xin Lai Yukang Chen Fanbin Lu Jianhui Liu Jiaya Jia 3DPC 47 129 0 22 Mar 2023
ClimaX: A foundation model for weather and climate Tung Nguyen Johannes Brandstetter Ashish Kapoor Jayesh K. Gupta Aditya Grover AI4Cl AI4CE 40 250 0 24 Jan 2023
Interpolated SelectionConv for Spherical Images and Surfaces David Hart Michael Whitney B. Morse 3DH 51 2 0 18 Oct 2022
FourCastNet: Accelerating Global High-Resolution Weather Forecasting using Adaptive Fourier Neural Operators Thorsten Kurth Shashank Subramanian P. Harrington Jaideep Pathak Morteza Mardani D. Hall Andrea Miele K. Kashinath Anima Anandkumar AI4Cl 56 177 0 08 Aug 2022
Stratified Transformer for 3D Point Cloud Segmentation Xin Lai Jianhui Liu Li Jiang Liwei Wang Hengshuang Zhao Shu Liu Xiaojuan Qi Jiaya Jia 3DPC ViT 78 272 0 28 Mar 2022
SynWoodScape: Synthetic Surround-view Fisheye Camera Dataset for Autonomous Driving A. Sekkat Y. Dupuis V. Kumar Hazem Rashed S. Yogamani Pascal Vasseur P. Honeine 57 50 0 09 Mar 2022
Spherical Transformer Sungmin Cho Raehyuk Jung Junseok Kwon ViT 14 10 0 10 Feb 2022
Equivariance versus Augmentation for Spherical Images Jan E. Gerken Oscar Carlsson Hampus Linander F. Ohlsson Christoffer Petersson Daniel Persson 3DPC 45 18 0 08 Feb 2022
Embracing Single Stride 3D Object Detector with Sparse Transformer Lue Fan Ziqi Pang Tianyuan Zhang Yu-Xiong Wang Hang Zhao Feng Wang Naiyan Wang Zhaoxiang Zhang ViT 58 258 0 13 Dec 2021
Adaptive Fourier Neural Operators: Efficient Token Mixers for Transformers John Guibas Morteza Mardani Zong-Yi Li Andrew Tao Anima Anandkumar Bryan Catanzaro 53 234 0 24 Nov 2021
Swin Transformer V2: Scaling Up Capacity and Resolution Ze Liu Han Hu Yutong Lin Zhuliang Yao Zhenda Xie ... Yue Cao Zheng Zhang Li Dong Furu Wei B. Guo ViT 182 1,783 0 18 Nov 2021
Voxel Transformer for 3D Object Detection Jiageng Mao Yujing Xue Minzhe Niu Haoyue Bai Jiashi Feng Xiaodan Liang Hang Xu Chunjing Xu 3DPC ViT 61 409 0 06 Sep 2021
Woodscape Fisheye Semantic Segmentation for Autonomous Driving -- CVPR 2021 OmniCV Workshop Challenge Saravanabalagi Ramachandran Ganesh Sistu J. McDonald S. Yogamani 21 12 0 17 Jul 2021
Equivariant Networks for Pixelized Spheres Mehran Shakerinava Siamak Ravanbakhsh 3DPC 46 19 0 12 Jun 2021
Geometric Deep Learning and Equivariant Neural Networks Jan E. Gerken J. Aronsson Oscar Carlsson Hampus Linander F. Ohlsson Christoffer Petersson Daniel Persson MLT 68 67 0 28 May 2021
Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation Hu Cao Yueyue Wang Jieneng Chen Dongsheng Jiang Xiaopeng Zhang Qi Tian Manning Wang ViT MedIm 78 2,845 0 12 May 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 339 21,175 0 25 Mar 2021
DeepSphere: a graph-based spherical CNN M. Defferrard Martino Milani Frédérick Gusset Nathanael Perraudin GNN 3DPC 44 85 0 30 Dec 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 408 40,217 0 22 Oct 2020
Efficient Generalized Spherical CNNs Oliver Cobb C. Wallis Augustine N. Mavor-Parker Augustin Marignier Matthew Alexander Price Mayeul dÁvezac Jason D. McEwen 41 34 0 09 Oct 2020
Spin-Weighted Spherical CNNs Carlos Esteves A. Makadia Kostas Daniilidis 46 69 0 18 Jun 2020
Orientation-aware Semantic Segmentation on Icosahedron Spheres Chao Zhang Stephan Liwicki William A. P. Smith R. Cipolla 45 80 0 30 Jul 2019
Covariance in Physics and Convolutional Neural Networks Miranda C. N. Cheng V. Anagiannis Maurice Weiler P. D. Haan Taco S. Cohen Max Welling 94 18 0 06 Jun 2019
Convolutions on Spherical Images Marc Eder Jan-Michael Frahm 26 32 0 21 May 2019
WoodScape: A multi-task, multi-camera fisheye dataset for autonomous driving S. Yogamani Ciarán Hughes Jonathan Horgan Ganesh Sistu P. Varley ... Sumanth Chennupati Sanjaya Nayak Saquib Mansoor Xavier Perroton P. Pérez HAI 46 263 0 04 May 2019
Gauge Equivariant Convolutional Networks and the Icosahedral CNN Taco S. Cohen Maurice Weiler Berkay Kicanaoglu Max Welling 86 408 0 11 Feb 2019
Spherical CNNs on Unstructured Grids Chiyu “Max” Jingwei Huang K. Kashinath Lawrence Berkeley Nat’l Lab P. Marcus Matthias Niessner 61 182 0 07 Jan 2019
Surface Networks via General Covers Niv Haim Nimrod Segol Heli Ben-Hamu Haggai Maron Y. Lipman 3DPC 41 50 0 27 Dec 2018
DeepSphere: Efficient spherical Convolutional Neural Network with HEALPix sampling for cosmological applications Nathanael Perraudin M. Defferrard T. Kacprzak R. Sgier 52 169 0 29 Oct 2018
Clebsch-Gordan Nets: a Fully Fourier Space Spherical Convolutional Neural Network Risi Kondor Zhen Lin Shubhendu Trivedi 74 267 0 24 Jun 2018
Spherical CNNs Taco S. Cohen Mario Geiger Jonas Köhler Max Welling 115 898 0 30 Jan 2018
Learning SO(3) Equivariant Representations with Spherical CNNs Carlos Esteves Christine Allen-Blanchette A. Makadia Kostas Daniilidis 87 510 0 17 Nov 2017
CARLA: An Open Urban Driving Simulator Alexey Dosovitskiy G. Ros Felipe Codevilla Antonio M. López V. Koltun VLM 124 5,111 0 10 Nov 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 487 129,831 0 12 Jun 2017
Joint 2D-3D-Semantic Data for Indoor Scene Understanding Iro Armeni S. Sax Amir Zamir Silvio Savarese 3DV 3DPC 152 881 0 03 Feb 2017