Methods › Computer Vision › Convolutions › 3D Convolution
3D Convolution
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
A 3D Convolution is a type of convolution where the kernel slides in 3 dimensions as opposed to 2 dimensions with 2D convolutions. One example use case is medical imaging where a model is constructed using 3D image slices. Additionally video based data has an additional temporal dimension over images making it suitable for this module.
Image: Lung nodule detection based on 3D convolutional neural networks, Fan et al
Papers archive 2025-07-28
30 shown of 208, 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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Manipulating Elasto-Plastic Objects With 3D Occupancy and Learning-Based Predictive Control 22 May 2025 · 0 repositories · arXiv:2505.16249
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HandReader: Advanced Techniques for Efficient Fingerspelling Recognition 15 May 2025 · 1 repository · arXiv:2505.10267
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UniMamba: Unified Spatial-Channel Representation Learning with Group-Efficient Mamba for LiDAR-based 3D Object Detection 15 Mar 2025 · 0 repositories · arXiv:2503.12009
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BILLNET: A Binarized Conv3D-LSTM Network with Logic-gated residual architecture for hardware-efficient video inference 24 Jan 2025 · 0 repositories · arXiv:2501.14495
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Swin-X2S: Reconstructing 3D Shape from 2D Biplanar X-ray with Swin Transformers 10 Jan 2025 · 0 repositories · arXiv:2501.05961
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SuperLightNet: Lightweight Parameter Aggregation Network for Multimodal Brain Tumor Segmentation 1 Jan 2025 · 0 repositories
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ASDnB: Merging Face with Body Cues For Robust Active Speaker Detection 11 Dec 2024 · 1 repository · arXiv:2412.08594
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Lightweight Spatial Embedding for Vision-based 3D Occupancy Prediction 8 Dec 2024 · 0 repositories · arXiv:2412.05976
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Intensity-Spatial Dual Masked Autoencoder for Multi-Scale Feature Learning in Chest CT Segmentation 20 Nov 2024 · 1 repository · arXiv:2411.13198
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Optical Flow Representation Alignment Mamba Diffusion Model for Medical Video Generation 3 Nov 2024 · 0 repositories · arXiv:2411.01647
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Cross-D Conv: Cross-Dimensional Transferable Knowledge Base via Fourier Shifting Operation 2 Nov 2024 · 1 repository · arXiv:2411.02441
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Preserving Cardiac Integrity: A Topology-Infused Approach to Whole Heart Segmentation 14 Oct 2024 · 0 repositories · arXiv:2410.10551
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Lightweight Deep Learning Framework for Accurate Particle Flow Energy Reconstruction 8 Oct 2024 · 1 repository · arXiv:2410.07250
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Real-Time 3D Occupancy Prediction via Geometric-Semantic Disentanglement 18 Jul 2024 · 0 repositories · arXiv:2407.13155
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Bidirectional Stereo Image Compression with Cross-Dimensional Entropy Model 15 Jul 2024 · 1 repository · arXiv:2407.10632
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3D Adaptive Structural Convolution Network for Domain-Invariant Point Cloud Recognition 5 Jul 2024 · 0 repositories · arXiv:2407.04833
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ARCH2S: Dataset, Benchmark and Challenges for Learning Exterior Architectural Structures from Point Clouds 3 Jun 2024 · 1 repository · arXiv:2406.01337
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Towards Automating the Retrospective Generation of BIM Models: A Unified Framework for 3D Semantic Reconstruction of the Built Environment 3 Jun 2024 · 1 repository · arXiv:2406.01480
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Ghost-Stereo: GhostNet-based Cost Volume Enhancement and Aggregation for Stereo Matching Networks 23 May 2024 · 0 repositories · arXiv:2405.14520
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LSK3DNet: Towards Effective and Efficient 3D Perception with Large Sparse Kernels 22 Mar 2024 · 1 repository · arXiv:2403.15173
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VideoMamba: State Space Model for Efficient Video Understanding 11 Mar 2024 · 2 repositories · arXiv:2403.06977Syntology ran 9 of 15 samples · 6 unverified
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Med3DInsight: Enhancing 3D Medical Image Understanding with 2D Multi-Modal Large Language Models 8 Mar 2024 · 0 repositories · arXiv:2403.05141
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FastOcc: Accelerating 3D Occupancy Prediction by Fusing the 2D Bird's-Eye View and Perspective View 5 Mar 2024 · 0 repositories · arXiv:2403.02710
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Hybrid Video Diffusion Models with 2D Triplane and 3D Wavelet Representation 21 Feb 2024 · 0 repositories · arXiv:2402.13729
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Improving Robustness for Joint Optimization of Camera Poses and Decomposed Low-Rank Tensorial Radiance Fields 20 Feb 2024 · 1 repository · arXiv:2402.13252
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HJE: Joint Convolutional Representation Learning for Knowledge Hypergraph Completion 13 Feb 2024 · 0 repositories
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Multiple Instance Learning for Cheating Detection and Localization in Online Examinations 9 Feb 2024 · 0 repositories · arXiv:2402.06107
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SAGE-ICP: Semantic Information-Assisted ICP 11 Oct 2023 · 1 repository · arXiv:2310.07237
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NDC-Scene: Boost Monocular 3D Semantic Scene Completion in Normalized Device Coordinates Space 26 Sep 2023 · 1 repository · arXiv:2309.14616Syntology ran 5 of 7 samples · 2 unverified · 7 pointer-only (licence)
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A Dynamic Domain Adaptation Deep Learning Network for EEG-based Motor Imagery Classification 21 Sep 2023 · 0 repositories · arXiv:2309.11714
Tasks archive 2025-07-28
20 shown of 263 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