Convolutional Neural Networks

ShiftwiseConv: Small Convolutional Kernel with Large Kernel Effect CVPR 2025 SPCODEC: Split and Prediction for Neural Speech Codec Interspeech 2025 SpecTokenizer: A Lightweight Streaming Codec in the Compressed Spectrum Domain Interspeech 2025 SuperLightNet: Lightweight Parameter Aggregation Network for Multimodal Brain Tumor Segmentation CVPR 2025 Temporal Convolutional Network with Smoothed and Weighted Losses for Distant Voice Activity and Overlapped Speech Detection Interspeech 2025 Two Heads Are Enough: DualU-Net, a Fast and Efficient Architecture for Nuclei Instance Segmentation MIDL 2025 A Convolutional Neural Network Interpretable Framework for Human Ventral Visual Pathway Representation AAAI 2024 Advection Augmented Convolutional Neural Networks NeurIPS 2024 Affine Equivariant Networks Based on Differential Invariants CVPR 2024 AMSP-UOD: When Vortex Convolution and Stochastic Perturbation Meet Underwater Object Detection AAAI 2024 AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and Generation NeurIPS 2024 Block Image Compressive Sensing with Local and Global Information Interaction AAAI 2024 CAM Back Again: Large Kernel CNNs from a Weakly Supervised Object Localization Perspective CVPR 2024 CNN Kernels Can Be the Best Shapelets ICLR 2024 Color Shift Estimation-and-Correction for Image Enhancement CVPR 2024 Convolutional Spectral Kernel Learning with Generalization Guarantees (Abstract Reprint) AAAI 2024 Dendritic Integration Inspired Artificial Neural Networks Capture Data Correlation NeurIPS 2024 DVMNet: Computing Relative Pose for Unseen Objects Beyond Hypotheses CVPR 2024 Efficient 3D Implicit Head Avatar with Mesh-anchored Hash Table Blendshapes CVPR 2024 Exploring DCN-like architecture for fast image generation with arbitrary resolution NeurIPS 2024 FRIH: Fine-Grained Region-Aware Image Harmonization AAAI 2024 Fully Convolutional Slice-to-Volume Reconstruction for Single-Stack MRI CVPR 2024 Global Latent Neural Rendering CVPR 2024 HACDR-Net: Heterogeneous-Aware Convolutional Network for Diabetic Retinopathy Multi-Lesion Segmentation AAAI 2024 IncepSeqNet: Advancing Signal Classification with Multi-Shape Augmentation (Student Abstract) AAAI 2024