Convolutional Neural Networks

KPConvX: Modernizing Kernel Point Convolution with Kernel Attention CVPR 2024 LoCoNet: Long-Short Context Network for Active Speaker Detection CVPR 2024 Matrix Manifold Neural Networks++ ICLR 2024 MiSO: Optimizing brain stimulation to create neural population activity states NeurIPS 2024 ModernTCN: A Modern Pure Convolution Structure for General Time Series Analysis ICLR 2024 Muharaf: Manuscripts of Handwritten Arabic Dataset for Cursive Text Recognition NeurIPS 2024 Multi-scale Dynamic and Hierarchical Relationship Modeling for Facial Action Units Recognition CVPR 2024 Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural Networks AAAI 2024 Multivariate Time-Series Imagification with Time Embedding in Constrained Environments (Student Abstract) AAAI 2024 MuRF: Multi-Baseline Radiance Fields CVPR 2024 NaMa: Neighbor-Aware Multi-Modal Adaptive Learning for Prostate Tumor Segmentation on Anisotropic MR Images AAAI 2024 NeSyFOLD: A Framework for Interpretable Image Classification AAAI 2024 Nonparametric Classification on Low Dimensional Manifolds using Overparameterized Convolutional Residual Networks NeurIPS 2024 Omni-Kernel Network for Image Restoration AAAI 2024 PeLK: Parameter-efficient Large Kernel ConvNets with Peripheral Convolution CVPR 2024 Pick-or-Mix: Dynamic Channel Sampling for ConvNets CVPR 2024 PICNN: A Pathway towards Interpretable Convolutional Neural Networks AAAI 2024 Post-trained Convolution Networks for Single Image Super-resolution (Abstract Reprint) AAAI 2024 Real-World Mobile Image Denoising Dataset with Efficient Baselines CVPR 2024 Reparameterized Multi-Resolution Convolutions for Long Sequence Modelling NeurIPS 2024 RepKPU: Point Cloud Upsampling with Kernel Point Representation and Deformation CVPR 2024 Rethinking 3D Convolution in ℓ_p-norm Space NeurIPS 2024 Rethinking the Up-Sampling Operations in CNN-based Generative Network for Generalizable Deepfake Detection CVPR 2024 Revisiting the Integration of Convolution and Attention for Vision Backbone NeurIPS 2024 Rolling-Unet: Revitalizing MLP’s Ability to Efficiently Extract Long-Distance Dependencies for Medical Image Segmentation AAAI 2024