sparse convolution

IAFMNet: Information-Aware Feature Modulation for Efficient Super-Resolution CVPR 2026 PointCNN++: Performant Convolution on Native Points CVPR 2026 SFMNet: Sparse Focal Modulation for 3D Object Detection WACV 2026 Efficient 3D Recognition with Event-driven Spike Sparse Convolution AAAI 2025 MaGGIe: Masked Guided Gradual Human Instance Matting CVPR 2024 Sparse Convolutional Networks for Surface Reconstruction From Noisy Point Clouds WACV 2024 SparseOcc: Rethinking Sparse Latent Representation for Vision-Based Semantic Occupancy Prediction CVPR 2024 Spherical Frustum Sparse Convolution Network for LiDAR Point Cloud Semantic Segmentation NeurIPS 2024 TransLoc4D: Transformer-based 4D Radar Place Recognition CVPR 2024 Adaptive Sparse Convolutional Networks With Global Context Enhancement for Faster Object Detection on Drone Images CVPR 2023 Binarizing Sparse Convolutional Networks for Efficient Point Cloud Analysis CVPR 2023 Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling ICLR 2023 FlatFormer: Flattened Window Attention for Efficient Point Cloud Transformer CVPR 2023 HEDNet: A Hierarchical Encoder-Decoder Network for 3D Object Detection in Point Clouds NeurIPS 2023 LargeKernel3D: Scaling Up Kernels in 3D Sparse CNNs CVPR 2023 Less Is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation CVPR 2023 Not All Neighbors Matter: Point Distribution-Aware Pruning for 3D Point Cloud AAAI 2023 PVT-SSD: Single-Stage 3D Object Detector With Point-Voxel Transformer CVPR 2023 Transformation-Equivariant 3D Object Detection for Autonomous Driving AAAI 2023 Virtual Sparse Convolution for Multimodal 3D Object Detection CVPR 2023 VoxelNeXt: Fully Sparse VoxelNet for 3D Object Detection and Tracking CVPR 2023 Accelerating Sparse Convolution with Column Vector-Wise Sparsity NeurIPS 2022 CAGroup3D: Class-Aware Grouping for 3D Object Detection on Point Clouds NeurIPS 2022 D-DPCC: Deep Dynamic Point Cloud Compression via 3D Motion Prediction IJCAI 2022 Focal Sparse Convolutional Networks for 3D Object Detection CVPR 2022