Convolutional Neural Networks

Are Pretrained Convolutions Better than Pretrained Transformers? ACL 2021 Author Homepage Discovery in CiteSeerX AAAI 2021 BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks EMNLP 2021 CFNet: Cascade and Fused Cost Volume for Robust Stereo Matching CVPR 2021 CNN Profiler on Polar Coordinate Images for Tropical Cyclone Structure Analysis AAAI 2021 Convolutional Dynamic Alignment Networks for Interpretable Classifications CVPR 2021 Correlative Channel-Aware Fusion for Multi-View Time Series Classification AAAI 2021 Data Domain Change and Feature Selection to Predict Cardiac Pathology with a 2D Clinical Dataset and Convolutional Neural Networks (Student Abstract) AAAI 2021 Decoupled Dynamic Filter Networks CVPR 2021 Deepening the Sense of Touch in Planetary Exploration with Geometric and Topological Deep Learning AAAI 2021 Deeply Shared Filter Bases for Parameter-Efficient Convolutional Neural Networks NeurIPS 2021 DeFLOCNet: Deep Image Editing via Flexible Low-Level Controls CVPR 2021 Digital Gimbal: End-to-End Deep Image Stabilization With Learnable Exposure Times CVPR 2021 Dual-Octave Convolution for Accelerated Parallel MR Image Reconstruction AAAI 2021 Dual-stream Network for Visual Recognition NeurIPS 2021 Dynamic Region-Aware Convolution CVPR 2021 Effective Convolutional Attention Network for Multi-label Clinical Document Classification EMNLP 2021 Efficient Generalized Spherical CNNs ICLR 2021 Encoding Spatial Distribution of Convolutional Features for Texture Representation NeurIPS 2021 Exploiting Learnable Joint Groups for Hand Pose Estimation AAAI 2021 FCFR-Net: Feature Fusion based Coarse-to-Fine Residual Learning for Depth Completion AAAI 2021 Feature Convolutional Networks ACML 2021 Finding the needle in a haystack: Extraction of Informative COVID-19 Danish Tweets EMNLP 2021 Fully Convolutional Networks for Panoptic Segmentation CVPR 2021 Gaussian Context Transformer CVPR 2021