Methods › Computer Vision › Convolutions › Groupwise Point Convolution
Groupwise Point Convolution
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
A Groupwise Point Convolution is a type of convolution where we apply a point convolution groupwise (using different set of convolution filter groups).
Image Credit: Chi-Feng Wang
Papers archive 2025-07-28
30 shown of 53, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Comparison of Neural Models for X-ray Image Classification in COVID-19 Detection 8 Jan 2025 · 0 repositories · arXiv:2501.04196
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Advancing Green AI: Efficient and Accurate Lightweight CNNs for Rice Leaf Disease Identification 3 Aug 2024 · 0 repositories · arXiv:2408.01752
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Towards Efficient Resume Understanding: A Multi-Granularity Multi-Modal Pre-Training Approach 13 Apr 2024 · 0 repositories · arXiv:2404.13067
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Fragility, Robustness and Antifragility in Deep Learning 15 Dec 2023 · 0 repositories · arXiv:2312.09821
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Generalizability of CNN Architectures for Face Morph Presentation Attack 17 Oct 2023 · 0 repositories · arXiv:2310.11105
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A Non-monotonic Smooth Activation Function 16 Oct 2023 · 0 repositories · arXiv:2310.10126
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Multi-Transfer Learning Techniques for Detecting Auditory Brainstem Response 29 Aug 2023 · 0 repositories · arXiv:2308.16203
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ScanERU: Interactive 3D Visual Grounding based on Embodied Reference Understanding 23 Mar 2023 · 1 repository · arXiv:2303.13186
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PSDNet: Determination of Particle Size Distributions Using Synthetic Soil Images and Convolutional Neural Networks 7 Mar 2023 · 0 repositories · arXiv:2303.04269
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Use Cases for Time-Frequency Image Representations and Deep Learning Techniques for Improved Signal Classification 22 Feb 2023 · 0 repositories · arXiv:2302.11093
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QLABGrad: a Hyperparameter-Free and Convergence-Guaranteed Scheme for Deep Learning 1 Feb 2023 · 0 repositories · arXiv:2302.00252
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Predicting microsatellite instability and key biomarkers in colorectal cancer from H&E-stained images: Achieving SOTA predictive performance with fewer data using Swin Transformer 22 Aug 2022 · 0 repositories · arXiv:2208.10495
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Grouped Pointwise Convolutions Reduce Parameters in Convolutional Neural Networks 30 Jun 2022 · 2 repositories
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Design and Analysis of Novel Bit-flip Attacks and Defense Strategies for DNNs 24 Jun 2022 · 1 repository
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Structured Pruning is All You Need for Pruning CNNs at Initialization 4 Mar 2022 · 0 repositories · arXiv:2203.02549
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Multimodal registration of FISH and nanoSIMS images using convolutional neural network models 14 Jan 2022 · 0 repositories · arXiv:2201.05545
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ThreshNet: An Efficient DenseNet Using Threshold Mechanism to Reduce Connections 9 Jan 2022 · 1 repository · arXiv:2201.03013
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Smooth Maximum Unit: Smooth Activation Function for Deep Networks Using Smoothing Maximum Technique 1 Jan 2022 · 0 repositories
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SMU: smooth activation function for deep networks using smoothing maximum technique 8 Nov 2021 · 6 repositories · arXiv:2111.04682
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Grouped Pointwise Convolutions Significantly Reduces Parameters in EfficientNet 14 Oct 2021 · 1 repository
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Scaling-up Diverse Orthogonal Convolutional Networks by a Paraunitary Framework 29 Sep 2021 · 0 repositories
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SAU: Smooth activation function using convolution with approximate identities 27 Sep 2021 · 0 repositories · arXiv:2109.13210
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ErfAct and Pserf: Non-monotonic Smooth Trainable Activation Functions 9 Sep 2021 · 0 repositories · arXiv:2109.04386
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High performing ensemble of convolutional neural networks for insect pest image detection 28 Aug 2021 · 0 repositories · arXiv:2108.12539
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Developing a Compressed Object Detection Model based on YOLOv4 for Deployment on Embedded GPU Platform of Autonomous System 1 Aug 2021 · 0 repositories · arXiv:2108.00392
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Scaling-up Diverse Orthogonal Convolutional Networks with a Paraunitary Framework 16 Jun 2021 · 0 repositories · arXiv:2106.09121
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Lite-HRNet: A Lightweight High-Resolution Network 13 Apr 2021 · 17 repositories · arXiv:2104.06403Syntology ran 12 of 29 samples · 17 unverified · 13 pointer-only (licence)
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ENOS: Energy-Aware Network Operator Search for Hybrid Digital and Compute-in-Memory DNN Accelerators 12 Apr 2021 · 0 repositories · arXiv:2104.05217
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Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning 5 Feb 2021 · 1 repository · arXiv:2102.03214Syntology ran 3 of 4 samples · 1 unverified · 4 pointer-only (licence)
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Kaleidoscope: An Efficient, Learnable Representation For All Structured Linear Maps 29 Dec 2020 · 2 repositories · arXiv:2012.14966Syntology ran 16 of 23 samples · 7 unverified
Tasks archive 2025-07-28
20 shown of 62 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections