Methods › Computer Vision › Convolutions › Sparse Convolutions

Sparse Convolutions

37 papers tagged archive 2025-07-28

Introduced by Benjamin Graham in Spatially-sparse convolutional neural networks

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

The archive carries no description for this method.

Papers archive 2025-07-28

30 shown of 37, 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.

• FALO: Fast and Accurate LiDAR 3D Object Detection on Resource-Constrained Devices
  4 Jun 2025 · 0 repositories · arXiv:2506.04499
• DecoratingFusion: A LiDAR-Camera Fusion Network with the Combination of Point-level and Feature-level Fusion
  31 Dec 2024 · 0 repositories · arXiv:2501.00220
• GaussianAD: Gaussian-Centric End-to-End Autonomous Driving
  13 Dec 2024 · 1 repository · arXiv:2412.10371
  Syntology ran 1 of 8 samples · 7 unverified · 8 pointer-only (licence)
• Relational Contrastive Learning and Masked Image Modeling for Scene Text Recognition
  18 Nov 2024 · 1 repository · arXiv:2411.11219
• Efficient and Scalable Point Cloud Generation with Sparse Point-Voxel Diffusion Models
  12 Aug 2024 · 2 repositories · arXiv:2408.06145
• PCAC-GAN: A Sparse-Tensor-Based Generative Adversarial Network for 3D Point Cloud Attribute Compression
  8 Jul 2024 · 0 repositories · arXiv:2407.05677
• MinkUNeXt: Point Cloud-based Large-scale Place Recognition using 3D Sparse Convolutions
  12 Mar 2024 · 1 repository · arXiv:2403.07593
• A Computationally Efficient Neural Video Compression Accelerator Based on a Sparse CNN-Transformer Hybrid Network
  17 Dec 2023 · 0 repositories · arXiv:2312.10716
• XCube: Large-Scale 3D Generative Modeling using Sparse Voxel Hierarchies
  6 Dec 2023 · 1 repository · arXiv:2312.03806
  Syntology ran 5 of 5 samples · 0 unverified · 5 pointer-only (licence)
• ResQ: Residual Quantization for Video Perception
  18 Aug 2023 · 0 repositories · arXiv:2308.09511
• Revisiting Fully Convolutional Geometric Features for Object 6D Pose Estimation
  28 Jul 2023 · 1 repository · arXiv:2307.15514
• UnLoc: A Universal Localization Method for Autonomous Vehicles using LiDAR, Radar and/or Camera Input
  3 Jul 2023 · 0 repositories · arXiv:2307.00741
• PVT-SSD: Single-Stage 3D Object Detector with Point-Voxel Transformer
  11 May 2023 · 1 repository · arXiv:2305.06621
• Voxel or Pillar: Exploring Efficient Point Cloud Representation for 3D Object Detection
  6 Apr 2023 · 0 repositories · arXiv:2304.02867
• InsMOS: Instance-Aware Moving Object Segmentation in LiDAR Data
  7 Mar 2023 · 1 repository · arXiv:2303.03909
• FastPillars: A Deployment-friendly Pillar-based 3D Detector
  5 Feb 2023 · 1 repository · arXiv:2302.02367
  Syntology ran 1 of 1 samples · 0 unverified
• Transferring dense object detection models to event-based data
  5 Oct 2022 · 0 repositories · arXiv:2210.02607
• CARNet:Compression Artifact Reduction for Point Cloud Attribute
  17 Sep 2022 · 0 repositories · arXiv:2209.08276
• Deep Open-Set Recognition for Silicon Wafer Production Monitoring
  30 Aug 2022 · 0 repositories · arXiv:2208.14071
• Inter-Frame Compression for Dynamic Point Cloud Geometry Coding
  25 Jul 2022 · 0 repositories · arXiv:2207.12554
• Sparse Tensor-based Point Cloud Attribute Compression
  3 Apr 2022 · 1 repository · arXiv:2204.01023
• MinkLoc3D-SI: 3D LiDAR place recognition with sparse convolutions, spherical coordinates, and intensity
  13 Dec 2021 · 1 repository · arXiv:2112.06539
• Deep Point Cloud Reconstruction
  23 Nov 2021 · 0 repositories · arXiv:2111.11704
• Sparse Tensor-based Multiscale Representation for Point Cloud Geometry Compression
  20 Nov 2021 · 2 repositories · arXiv:2111.10633
• Traffic4cast -- Large-scale Traffic Prediction using 3DResNet and Sparse-UNet
  10 Nov 2021 · 1 repository · arXiv:2111.05990
  Syntology ran 2 of 2 samples · 0 unverified
• RSN: Range Sparse Net for Efficient, Accurate LiDAR 3D Object Detection
  25 Jun 2021 · 0 repositories · arXiv:2106.13365
• Points2Sound: From mono to binaural audio using 3D point cloud scenes
  26 Apr 2021 · 1 repository · arXiv:2104.12462
  Syntology ran 2 of 4 samples · 2 unverified
• Sparse Auxiliary Networks for Unified Monocular Depth Prediction and Completion
  30 Mar 2021 · 1 repository · arXiv:2103.16690
• (AF)2-S3Net: Attentive Feature Fusion with Adaptive Feature Selection for Sparse Semantic Segmentation Network
  8 Feb 2021 · 0 repositories · arXiv:2102.04530
• Cross-Shape Attention for Part Segmentation of 3D Point Clouds
  20 Mar 2020 · 1 repository · arXiv:2003.09053

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