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SplineCNN: Fast Geometric Deep Learning with Continuous B-Spline Kernels

24 November 2017

Papers citing "SplineCNN: Fast Geometric Deep Learning with Continuous B-Spline Kernels"

50 / 237 papers shown

Title
Pruning and Quantization Impact on Graph Neural Networks Khatoon Khedri Reza Rawassizadeh Qifu Wen M. Hosseinzadeh GNN 190 0 0 24 Oct 2025
K-DAREK: Distance Aware Error for Kurkova Kolmogorov Networks Masoud Ataei Vikas Dhiman M. J. Khojasteh 160 0 0 24 Oct 2025
PoissonNet: A Local-Global Approach for Learning on Surfaces Arman Maesumi Tanish Makadia Thibault Groueix Vladimir G. Kim Daniel E. Ritchie Noam Aigerman 118 0 0 15 Oct 2025
A Secure Authentication-Driven Protected Data Collection Protocol in Internet of Things Maryam Ataei Nezhad H. Barati A. Barati 64 0 0 08 Oct 2025
Developing Training Procedures for Piecewise-linear Spline Activation Functions in Neural Networks William H Patty LLMSV 96 0 0 17 Sep 2025
PyG 2.0: Scalable Learning on Real World Graphs Matthias Fey Jinu Sunil Akihiro Nitta Rishi Puri Manan Shah ... Vid Kocijan Zecheng Zhang Xinwei He J. E. Lenssen J. Leskovec GNN AI4CE 280 22 0 22 Jul 2025
Non-Overlap-Aware Egocentric Pose Estimation for Collaborative Perception in Connected Autonomy Hong Huang Dongkuan Xu Hao Zhang Peng Gao 175 0 0 17 Jun 2025
Accurate and efficient zero-shot 6D pose estimation with frozen foundation models Andrea Caraffa Davide Boscaini Fabio Poiesi 277 3 0 11 Jun 2025
Learning from Noise: Enhancing DNNs for Event-Based Vision through Controlled Noise Injection M. Kowalczyk K. Jeziorek T. Kryjak 211 0 0 04 Jun 2025
AdS-GNN -- a Conformally Equivariant Graph Neural Network Maksim Zhdanov Nabil Iqbal Erik Bekkers Patrick Forré 334 2 0 19 May 2025
ABG-NAS: Adaptive Bayesian Genetic Neural Architecture Search for Graph Representation LearningKnowledge-Based Systems (KBS), 2025 Sixuan Wang Jiao Yin Jinli Cao MingJian Tang Hua Wang Yanchun Zhang GNN AI4CE 318 2 0 30 Apr 2025
Explaining Vision GNNs: A Semantic and Visual Analysis of Graph-based Image Classification Nikolaos Chaidos Angeliki Dimitriou Nikolaos Spanos Athanasios Voulodimos Giorgos Stamou 230 4 0 28 Apr 2025
Normalized Matching Transformer Abtin Pourhadi Paul Swoboda ViT 254 0 0 22 Mar 2025
Distilling 3D distinctive local descriptors for 6D pose estimation Amir Hamza Andrea Caraffa Davide Boscaini Fabio Poiesi 357 1 0 19 Mar 2025
Dynamic Causal Structure Discovery and Causal Effect EstimationKnowledge Discovery and Data Mining (KDD), 2025 Jianian Wang Rui Song CML 189 3 0 11 Jan 2025
Geometry Distributions Biao Zhang Jing Ren Peter Wonka 3DH AI4CE 276 0 0 25 Nov 2024
A Recipe for Geometry-Aware 3D Mesh TransformersIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Mohammad Farazi Yalin Wang 233 0 0 31 Oct 2024
Learning to Solve Combinatorial Optimization under Positive Linear Constraints via Non-Autoregressive Neural NetworksScientia Sinica Informationis (SSI), 2024 Runzhong Wang Yang Li Junchi Yan Xiaokang Yang AI4CE 215 1 0 06 Sep 2024
Self-Parameterization Based Multi-Resolution Mesh Convolution Networks Shi Hezi Jiang Luo Zheng Jianmin Zeng Jun AI4CE 173 1 0 25 Aug 2024
LinSATNet: The Positive Linear Satisfiability Neural Networks Runzhong Wang Yunhao Zhang Ziao Guo Tianyi Chen Yunbo Wang Junchi Yan 160 24 0 18 Jul 2024
A Recursive Encoding for Cuneiform Signs Daniel M. Stelzer 62 1 0 25 Jun 2024
Convolutional Kolmogorov-Arnold Networks Alexander Dylan Bodner Antonio Santiago Tepsich Jack Natan Spolski Santiago Pourteau 347 121 0 19 Jun 2024
Embedded Graph Convolutional Networks for Real-Time Event Data Processing on SoC FPGAs K. Jeziorek Piotr Wzorek Krzysztof Blachut Andrea Pinna T. Kryjak GNN 290 10 0 11 Jun 2024
Bayesian Mesh Optimization for Graph Neural Networks to Enhance Engineering Performance Prediction Jangseop Park Namwoo Kang AI4CE 147 4 0 04 Jun 2024
EvGNN: An Event-driven Graph Neural Network Accelerator for Edge Vision Yufeng Yang Adrian Kneip Charlotte Frenkel GNN 324 16 0 30 Apr 2024
Finsler-Laplace-Beltrami Operators with Application to Shape Analysis Simon Weber Thomas Dagès Maolin Gao Daniel Cremers AI4CE 149 11 0 05 Apr 2024
Continuous Spiking Graph Neural Networks Nan Yin Mengzhu Wang Li Shen Hitesh Laxmichand Patel Baopu Li Bin Gu Huan Xiong GNN 226 13 0 02 Apr 2024
GTAGCN: Generalized Topology Adaptive Graph Convolutional Networks Sukhdeep Singh Anuj Sharma Vinod Kumar Chauhan 263 1 0 22 Mar 2024
Soft Masked Transformer for Point Cloud Processing with Skip Attention-Based Upsampling Yong-xing He Hongshan Yu Muhammad Ibrahim Xiaoyan Liu Tongjia Chen Anwaar Ulhaq Lin Wang 3DPC 201 0 0 21 Mar 2024
LIBR+: Improving Intraoperative Liver Registration by Learning the Residual of Biomechanics-Based Deformable RegistrationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024 Dingrong Wang Soheil Azadvar Jon S. Heiselman Xiajun Jiang Michael I Miga Linwei Wang AI4CE 208 6 0 11 Mar 2024
Surface-aware Mesh Texture Synthesis with Pre-trained 2D CNNs Áron Samuel Kovács Pedro Hermosilla R. Raidou 3DV 157 6 0 11 Mar 2024
Ensemble Quadratic Assignment Network for Graph MatchingInternational Journal of Computer Vision (IJCV), 2024 Haoru Tan Chuang Wang Sitong Wu Xu-Yao Zhang Fei Yin Cheng-Lin Liu 171 8 0 11 Mar 2024
Deformation-Guided Unsupervised Non-Rigid Shape MatchingBritish Machine Vision Conference (BMVC), 2023 Aymen Merrouche João Regateiro Stefanie Wuhrer Edmond Boyer 3DPC 3DV 200 4 0 27 Nov 2023
Identification of vortex in unstructured mesh with graph neural networks Lianfa Wang Yvan Fournier J. Wald Youssef Mesri 112 11 0 11 Nov 2023
M3C: A Framework towards Convergent, Flexible, and Unsupervised Learning of Mixture Graph Matching and ClusteringInternational Conference on Learning Representations (ICLR), 2023 Jiaxin Lu Zetian Jiang Tianzhe Wang Junchi Yan 233 3 0 27 Oct 2023
URLOST: Unsupervised Representation Learning without Stationarity or TopologyInternational Conference on Learning Representations (ICLR), 2023 Zeyu Yun Juexiao Zhang Bruno A. Olshausen Yann LeCun 522 1 0 06 Oct 2023
Fast, Expressive SE $(n)$ Equivariant Networks through Weight-Sharing in Position-Orientation SpaceInternational Conference on Learning Representations (ICLR), 2023 Erik J. Bekkers Sharvaree P. Vadgama Rob D. Hesselink P. A. V. D. Linden David W. Romero 358 38 0 04 Oct 2023
Exploiting Edge Features in Graphs with Fused Network Gromov-Wasserstein Distance Junjie Yang Matthieu Labeau Steeven Villa OT 185 1 0 28 Sep 2023
Neuromorphic Imaging and Classification with Graph Learning Pei Zhang Chutian Wang Edmund Y. Lam GNN 135 9 0 27 Sep 2023
Learning the Geodesic Embedding with Graph Neural NetworksACM Transactions on Graphics (TOG), 2023 Bo Pang Zhongtian Zheng Guoping Wang Peng-Shuai Wang GNN 171 9 0 11 Sep 2023
Geometric Learning-Based Transformer Network for Estimation of Segmentation Errors S. Sree Mohammad Al Fahim Keerthi Ram M. Sivaprakasam MedIm 96 0 0 09 Aug 2023
Explainable machine learning to enable high-throughput electrical conductivity optimization and discovery of doped conjugated polymersKnowledge-Based Systems (KBS), 2023 Ji Wei Yoon Adithya Kumar Kiran Ravish K. Hippalgaonkar J. Senthilnath Vijila Chellappan 103 8 0 08 Aug 2023
Memory-Efficient Graph Convolutional Networks for Object Classification and Detection with Event Cameras K. Jeziorek Andrea Pinna T. Kryjak GNN 174 16 0 26 Jul 2023
EigenTrajectory: Low-Rank Descriptors for Multi-Modal Trajectory ForecastingIEEE International Conference on Computer Vision (ICCV), 2023 Inhwan Bae Jean Oh Hae-Gon Jeon 229 58 0 18 Jul 2023
Unsupervised Deep Graph Matching Based on Cycle Consistency Siddharth Tourani Carsten Rother M. H. Khan Bogdan Savchynskkyy 263 3 0 18 Jul 2023
SHARCS: Shared Concept Space for Explainable Multimodal Learning Gabriele Dominici Pietro Barbiero Lucie Charlotte Magister Pietro Lio Nikola Simidjievski 158 6 0 01 Jul 2023
Explainable and Position-Aware Learning in Digital Pathology Milan Aryal Nasim Yahyasoltani MedIm 122 0 0 14 Jun 2023
Surrogate Modeling of Car Drag Coefficient with Depth and Normal RenderingsDesign Automation Conference (DAC), 2023 Binyang Song Chenyang Yuan Frank Permenter Nikos Arechiga Faez Ahmed DiffM SyDa AI4CE 213 23 0 26 May 2023
IVP-VAE: Modeling EHR Time Series with Initial Value Problem SolversAAAI Conference on Artificial Intelligence (AAAI), 2023 Jing Xiao Leonie Basso Wolfgang Nejdl Niloy Ganguly Sandipan Sikdar AI4TS 259 8 0 11 May 2023
OctFormer: Octree-based Transformers for 3D Point CloudsACM Transactions on Graphics (TOG), 2023 Peng-Shuai Wang ViT 3DPC 259 134 0 04 May 2023