Convolutional Neural Networks

Balancing Privacy and Performance: A Many-in-One Approach for Image Anonymization AAAI 2025 Beyond Skip Connection: Pooling and Unpooling Design for Elimination Singularities AAAI 2025 Beyond Spatial Domain: Cross-domain Promoted Fourier Convolution Helps Single Image Dehazing AAAI 2025 Continuity-Preserving Convolutional Autoencoders for Learning Continuous Latent Dynamical Models from Images ICLR 2025 Decomposing and Fusing Intra- and Inter-Sensor Spatio-Temporal Signal for Multi-Sensor Wearable Human Activity Recognition AAAI 2025 Deep learning based spatial aliasing reduction in beamforming for audio capture Interspeech 2025 Dynamic Clustering Convolutional Neural Network AAAI 2025 Equivariant Imaging Biomarkers for Robust Unsupervised Segmentation of Histopathology MIDL 2025 Frequency-Domain Enhanced Extreme Bandwidth Extension Network with ICCRN for Superior Speech Quality Interspeech 2025 IniRetinex: Rethinking Retinex-type Low-Light Image Enhancer via Initialization Perspective AAAI 2025 LayerAct: Advanced Activation Mechanism for Robust Inference of CNNs AAAI 2025 LSNet: See Large, Focus Small CVPR 2025 Mesoscopic Insights: Orchestrating Multi-Scale & Hybrid Architecture for Image Manipulation Localization AAAI 2025 Multi-centric Comparison of Deep Learning Models for Lesion Detection in Breast MRI MIDL 2025 Neurons to Words: A Novel Method for Automated Neural Network Interpretability and Alignment AAAI 2025 On the Geometry and Optimization of Polynomial Convolutional Networks AISTATS 2025 Open-Canopy: Towards Very High Resolution Forest Monitoring CVPR 2025 Parallel Backpropagation for Inverse of a Convolution with Application to Normalizing Flows AISTATS 2025 PBECount: Prompt-Before-Extract Paradigm for Class-Agnostic Counting AAAI 2025 Pinwheel-shaped Convolution and Scale-based Dynamic Loss for Infrared Small Target Detection AAAI 2025 POPoS: Improving Efficient and Robust Facial Landmark Detection with Parallel Optimal Position Search AAAI 2025 QuARF: Quality-Adaptive Receptive Fields for Degraded Image Perception AAAI 2025 RCSegNeXt: Efficient multi-scale ConvNeXt for rectal cancer segmentation from sagittal MRI scans MIDL 2025 Relaxed Rotational Equivariance via G-Biases in Vision AAAI 2025 Rotation-Equivariant Self-Supervised Method in Image Denoising CVPR 2025