Convolutional Neural Networks

A Program to Build E(N)-Equivariant Steerable CNNs ICLR 2022 A two-stream convolution architecture for ESC based on audio feature distanglement ACML 2022 AziNorm: Exploiting the Radial Symmetry of Point Cloud for Azimuth-Normalized 3D Perception CVPR 2022 BNUDC: A Two-Branched Deep Neural Network for Restoring Images From Under-Display Cameras CVPR 2022 CAGroup3D: Class-Aware Grouping for 3D Object Detection on Point Clouds NeurIPS 2022 Construct Effective Geometry Aware Feature Pyramid Network for Multi-Scale Object Detection AAAI 2022 Convolutional Neural Networks on Graphs with Chebyshev Approximation, Revisited NeurIPS 2022 Convolution of Convolution: Let Kernels Spatially Collaborate CVPR 2022 Convolutions for Spatial Interaction Modeling CVPR 2022 DeepGPD: A Deep Learning Approach for Modeling Geospatio-Temporal Extreme Events AAAI 2022 DevianceNet: Learning to Predict Deviance from a Large-Scale Geo-Tagged Dataset AAAI 2022 DialogConv: A Lightweight Fully Convolutional Network for Multi-view Response Selection EMNLP 2022 DropCov: A Simple yet Effective Method for Improving Deep Architectures NeurIPS 2022 Dynamic Sparse Network for Time Series Classification: Learning What to “See” NeurIPS 2022 Efficient Architecture Search for Diverse Tasks NeurIPS 2022 Eigenspace Restructuring: A Principle of Space and Frequency in Neural Networks COLT 2022 Exploring Figure-Ground Assignment Mechanism in Perceptual Organization NeurIPS 2022 Finding Differences Between Transformers and ConvNets Using Counterfactual Simulation Testing NeurIPS 2022 FisheyeHDK: Hyperbolic Deformable Kernel Learning for Ultra-Wide Field-of-View Image Recognition AAAI 2022 Focal Sparse Convolutional Networks for 3D Object Detection CVPR 2022 FocusCut: Diving Into a Focus View in Interactive Segmentation CVPR 2022 Gait Recognition in the Wild With Dense 3D Representations and a Benchmark CVPR 2022 GhostNetV2: Enhance Cheap Operation with Long-Range Attention NeurIPS 2022 Harvest – a System for Creating Structured Rate Filing Data from Filing PDFs AAAI 2022 Hilbert Distillation for Cross-Dimensionality Networks NeurIPS 2022