Spherical CNNs

30 January 2018

Papers citing "Spherical CNNs"

50 / 544 papers shown

Title
Spherical Feature Pyramid Networks For Semantic Segmentation Thomas Walker Varun Anand Pavlos Andreadis 3DPC 13 0 0 05 Jul 2023
Learning Lie Group Symmetry Transformations with Neural Networks Alex Gabel Victoria G Klein Riccardo Valperga J. Lamb K. Webster Rick Quax E. Gavves 33 5 0 04 Jul 2023
Adversarial Attacks and Defenses on 3D Point Cloud Classification: A Survey Hanieh Naderi Ivan V. Bajić 3DPC 41 7 0 01 Jul 2023
Sphere2Vec: A General-Purpose Location Representation Learning over a Spherical Surface for Large-Scale Geospatial Predictions Gengchen Mai Yao Xuan Wen-Hang Zuo Yutong He Jiaming Song Stefano Ermon K. Janowicz Ni Lao 32 39 0 30 Jun 2023
Latent SDEs on Homogeneous Spaces Sebastian Zeng Florian Graf Roland Kwitt BDL 43 7 0 28 Jun 2023
EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations Yidong Liao Brandon M. Wood Abhishek Das Tess E. Smidt 42 133 0 21 Jun 2023
Towards Stability of Autoregressive Neural Operators Michael McCabe P. Harrington Shashank Subramanian Jed Brown AI4CE 44 17 0 18 Jun 2023
LiDAR-Based Place Recognition For Autonomous Driving: A Survey Yongjun Zhang Pengcheng Shi Jiayuan Li 44 23 0 18 Jun 2023
Hyperbolic Convolution via Kernel Point Aggregation Eric Qu Dongmian Zou 55 3 0 15 Jun 2023
$E(2)$ -Equivariant Vision Transformer Renjun Xu Kaifan Yang Ke Liu Fengxiang He ViT MDE 21 10 0 11 Jun 2023
Group Equivariant Fourier Neural Operators for Partial Differential Equations Jacob Helwig Xuan Zhang Cong Fu Jerry Kurtin Stephan Wojtowytsch Shuiwang Ji AI4CE 58 29 0 09 Jun 2023
Multi-body SE(3) Equivariance for Unsupervised Rigid Segmentation and Motion Estimation Jianqi Zhong Ta-Ying Cheng Yuhang He Kai Lu Kaichen Zhou Andrew Markham Niki Trigoni 3DPC 40 1 0 08 Jun 2023
Scaling Spherical CNNs Carlos Esteves Jean-Jacques E. Slotine A. Makadia GNN LRM 27 14 0 08 Jun 2023
Spatio-Angular Convolutions for Super-resolution in Diffusion MRI Matthew Lyon Paul Armitage Mauricio A. Alvarez DiffM MedIm 22 4 0 01 Jun 2023
Regularizing Towards Soft Equivariance Under Mixed Symmetries Hyunsung Kim Hyungi Lee Hongseok Yang Juho Lee 35 5 0 01 Jun 2023
SO(2)-Equivariant Downwash Models for Close Proximity Flight Henry Smith Ajay Shankar Jennifer Gielis J. Blumenkamp A. Prorok 33 7 0 30 May 2023
Evaluating 3D Shape Analysis Methods for Robustness to Rotation Invariance Supriya Gadi Patil Angel X. Chang Manolis Savva 31 1 0 29 May 2023
Higher Order Gauge Equivariant CNNs on Riemannian Manifolds and Applications Gianfranco Cortés Yue Yu R. Chen Melissa S. Armstrong David E Vaillancourt B. Vemuri 47 1 0 26 May 2023
Making Vision Transformers Truly Shift-Equivariant Renan A. Rojas-Gomez Teck-Yian Lim Minh N. Do Raymond A. Yeh ViT 38 7 0 25 May 2023
WinDB: HMD-free and Distortion-free Panoptic Video Fixation Learning Guotao Wang Chenglizhao Chen Aimin Hao Hong Qin Deng-Ping Fan 37 0 0 23 May 2023
Clifford Group Equivariant Neural Networks David Ruhe Johannes Brandstetter Patrick Forré 42 35 0 18 May 2023
Equivariant Neural Networks for Spin Dynamics Simulations of Itinerant Magnets Y. Miyazaki 14 4 0 05 May 2023
Scanpath Prediction in Panoramic Videos via Expected Code Length Minimization Mu Li Kanglong Fan Kede Ma 40 4 0 04 May 2023
CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations Gengchen Mai Ni Lao Yutong He Jiaming Song Stefano Ermon 86 59 0 01 May 2023
Latent Traversals in Generative Models as Potential Flows Yue Song Andy Keller N. Sebe Max Welling DRL 36 10 0 25 Apr 2023
Generalizing Neural Human Fitting to Unseen Poses With Articulated SE(3) Equivariance Haiwen Feng Peter Kulits Shichen Liu Michael J. Black Victoria Fernandez-Abrevaya 3DPC 3DH 30 10 0 20 Apr 2023
DarSwin: Distortion Aware Radial Swin Transformer Akshay Athwale Ichrak Shili Émile Bergeron Arman Afrasiyabi Justin Lague Ola Ahmad Jean-François Lalonde 34 6 0 19 Apr 2023
SO(2) and O(2) Equivariance in Image Recognition with Bessel-Convolutional Neural Networks Valentin Delchevalerie Alexandre Mayer Adrien Bibal Benoit Frénay 20 1 0 18 Apr 2023
Applications of Deep Learning for Top-View Omnidirectional Imaging: A Survey Jingrui Yu A. P. Grassi G. Hirtz ObjD 37 6 0 17 Apr 2023
EGformer: Equirectangular Geometry-biased Transformer for 360 Depth Estimation Ilwi Yun Chanyong Shin Hyunku Lee Hyuk-Jae Lee Chae-Eun Rhee ViT MDE 32 17 0 16 Apr 2023
Evaluating the Robustness of Interpretability Methods through Explanation Invariance and Equivariance Jonathan Crabbé M. Schaar AAML 24 6 0 13 Apr 2023
$$E(3) \times SO(3)$-Equivariant Networks for Spherical Deconvolution in Diffusion MRI$ $E(3) \times SO(3)$ -Equivariant Networks for Spherical Deconvolution in Diffusion MRI Axel Elaldi Guido Gerig Neel Dey MedIm 22 3 0 12 Apr 2023
Panoramic Image-to-Image Translation Soohyun Kim Junho Kim Taekyung Kim Hwan Heo Seung Wook Kim Jiyoung Lee Jin-Hwa Kim 41 2 0 11 Apr 2023
Learning Energy-Based Representations of Quantum Many-Body States Abhijith Jayakumar Marc Vuffray A. Lokhov AI4CE 32 3 0 08 Apr 2023
4D Panoptic Segmentation as Invariant and Equivariant Field Prediction Minghan Zhu Shizong Han H. Cai Shubhankar Borse M. G. Jadidi Fatih Porikli 3DPC 60 15 0 28 Mar 2023
Learning Harmonic Molecular Representations on Riemannian Manifold Yiqun Wang Yuning Shen Shih‐Ya Chen Lihao Wang Fei Ye Hao Zhou 45 12 0 27 Mar 2023
Equivariant Similarity for Vision-Language Foundation Models Tan Wang Kevin Qinghong Lin Linjie Li Chung-Ching Lin Zhengyuan Yang Hanwang Zhang Zicheng Liu Lijuan Wang CoGe 46 44 0 25 Mar 2023
Spherical Transformer for LiDAR-based 3D Recognition Xin Lai Yukang Chen Fanbin Lu Jianhui Liu Jiaya Jia 3DPC 37 126 0 22 Mar 2023
EDGI: Equivariant Diffusion for Planning with Embodied Agents Johann Brehmer Joey Bose P. D. Haan Taco S. Cohen DiffM 32 32 0 22 Mar 2023
Spherical Space Feature Decomposition for Guided Depth Map Super-Resolution Zixiang Zhao Jiangshe Zhang X. Gu Chengli Tan Shuang Xu Yulun Zhang Radu Timofte Luc Van Gool 16 29 0 15 Mar 2023
CRIN: Rotation-Invariant Point Cloud Analysis and Rotation Estimation via Centrifugal Reference Frame Yujing Lou Zelin Ye Yang You Nianjuan Jiang Jiangbo Lu Weiming Wang Lizhuang Ma Cewu Lu 3DPC 44 7 0 06 Mar 2023
Deep Neural Networks with Efficient Guaranteed Invariances M. Rath Alexandru Paul Condurache 18 4 0 02 Mar 2023
Disentangling Orthogonal Planes for Indoor Panoramic Room Layout Estimation with Cross-Scale Distortion Awareness Zhijie Shen Zishuo Zheng Chunyu Lin Lang Nie K. Liao Shuai Zheng Yao Zhao 3DV 36 12 0 02 Mar 2023
Diffusion Probabilistic Fields Peiye Zhuang Samira Abnar Jiatao Gu Alex Schwing Joshua M. Susskind Miguel Angel Bautista DiffM 22 25 0 01 Mar 2023
Permutation Equivariant Neural Functionals Allan Zhou Kaien Yang Kaylee Burns Adriano Cardace Yiding Jiang Samuel Sokota J. Zico Kolter Chelsea Finn 35 47 0 27 Feb 2023
Image to Sphere: Learning Equivariant Features for Efficient Pose Prediction David M. Klee Ondrej Biza Robert W. Platt Robin Walters 29 19 0 27 Feb 2023
Invariant Representations of Embedded Simplicial Complexes Taejin Paik 23 1 0 27 Feb 2023
Unsupervised OmniMVS: Efficient Omnidirectional Depth Inference via Establishing Pseudo-Stereo Supervision Zisong Chen Chunyu Lin Nie Lang K. Liao Yao Zhao MDE 79 7 0 20 Feb 2023
General Rotation Invariance Learning for Point Clouds via Weight-Feature Alignment Liang Xie Yibo Yang Wenxiao Wang Binbin Lin Deng Cai Xiaofei He Ronghua Liang 3DPC 24 2 0 20 Feb 2023
A Survey on Global LiDAR Localization: Challenges, Advances and Open Problems Huan Yin Xuecheng Xu Shan Lu Xieyuanli Chen R. Xiong Shaojie Shen C. Stachniss Yue Wang 44 65 0 15 Feb 2023