Convolutional Neural Networks

RRL: Regional Rotate Layer in Convolutional Neural Networks AAAI 2022 ScaleNet: A Shallow Architecture for Scale Estimation CVPR 2022 Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs CVPR 2022 SCIR-Net: Structured Color Image Representation Based 3D Object Detection Network from Point Clouds AAAI 2022 SeeThroughNet: Resurrection of Auxiliary Loss by Preserving Class Probability Information CVPR 2022 Semantic Diffusion Network for Semantic Segmentation NeurIPS 2022 Singular Value Fine-tuning: Few-shot Segmentation requires Few-parameters Fine-tuning NeurIPS 2022 Spline-PINN: Approaching PDEs without Data Using Fast, Physics-Informed Hermite-Spline CNNs AAAI 2022 TCN: Pioneering Topological-Based Convolutional Networks for Planetary Terrain Learning AAAI 2022 Topology-Aware Convolutional Neural Network for Efficient Skeleton-Based Action Recognition AAAI 2022 Towards an Effective Orthogonal Dictionary Convolution Strategy AAAI 2022 Towards an End-to-End Framework for Flow-Guided Video Inpainting CVPR 2022 Towards Disentangling Information Paths with Coded ResNeXt NeurIPS 2022 TREC: Transient Redundancy Elimination-based Convolution NeurIPS 2022 TVConv: Efficient Translation Variant Convolution for Layout-Aware Visual Processing CVPR 2022 Two-Stage Octave Residual Network for End-to-End Image Compression AAAI 2022 Uni6D: A Unified CNN Framework Without Projection Breakdown for 6D Pose Estimation CVPR 2022 Universality of Group Convolutional Neural Networks Based on Ridgelet Analysis on Groups NeurIPS 2022 VoxGRAF: Fast 3D-Aware Image Synthesis with Sparse Voxel Grids NeurIPS 2022 XYDeblur: Divide and Conquer for Single Image Deblurring CVPR 2022 Zero Stability Well Predicts Performance of Convolutional Neural Networks AAAI 2022 3D CNNs With Adaptive Temporal Feature Resolutions CVPR 2021 ACT: an Attentive Convolutional Transformer for Efficient Text Classification AAAI 2021 A Data-Driven Approach for Gin Rummy Hand Evaluation AAAI 2021 A Deep Learning Framework for Improving Lameness Identification in Dairy Cattle AAAI 2021