Convolutional Neural Networks

Integrating Symmetry into Differentiable Planning with Steerable Convolutions ICLR 2023 Interactive Cartoonization With Controllable Perceptual Factors CVPR 2023 Intriguing Findings of Frequency Selection for Image Deblurring AAAI 2023 Iterative Geometry Encoding Volume for Stereo Matching CVPR 2023 Learned Image Compression With Mixed Transformer-CNN Architectures CVPR 2023 Learning Similarity Metrics for Volumetric Simulations with Multiscale CNNs AAAI 2023 LinK: Linear Kernel for LiDAR-Based 3D Perception CVPR 2023 MSDC: Exploiting Multi-State Power Consumption in Non-intrusive Load Monitoring Based on a Dual-CNN Model AAAI 2023 Network Expansion for Practical Training Acceleration CVPR 2023 PIDNet: A Real-Time Semantic Segmentation Network Inspired by PID Controllers CVPR 2023 SART-Res-UNet: Fan Beam CT Image Reconstruction from Limited Projections using attention-enabled residual U-Net ACML 2023 SCConv: Spatial and Channel Reconstruction Convolution for Feature Redundancy CVPR 2023 Simple Cues Lead to a Strong Multi-Object Tracker CVPR 2023 SMPConv: Self-Moving Point Representations for Continuous Convolution CVPR 2023 SWBNet: A Stable White Balance Network for sRGB Images AAAI 2023 The Implicit Bias of Batch Normalization in Linear Models and Two-layer Linear Convolutional Neural Networks COLT 2023 The Importance of Anti-Aliasing in Tiny Object Detection ACML 2023 Two Heads Are Better than One: Image-Point Cloud Network for Depth-Based 3D Hand Pose Estimation AAAI 2023 ViewNet: A Novel Projection-Based Backbone With View Pooling for Few-Shot Point Cloud Classification CVPR 2023 ViSt3D: Video Stylization with 3D CNN NeurIPS 2023 6DCNN with Roto-Translational Convolution Filters for Volumetric Data Processing AAAI 2022 Accelerating Sparse Convolution with Column Vector-Wise Sparsity NeurIPS 2022 A ConvNet for the 2020s CVPR 2022 Acquiring a Dynamic Light Field Through a Single-Shot Coded Image CVPR 2022 A Discriminative and Robust Feature Learning Approach for EEG-Based Motor Imagery Decoding (Student Abstract) AAAI 2022