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Convolutional Neural Networks

960 directly classified papers

Papers per year

Papers

Author Homepage Discovery in CiteSeerX AAAI 2021
Effective Convolutional Attention Network for Multi-label Clinical Document Classification EMNLP 2021
Tied Block Convolution: Leaner and Better CNNs with Shared Thinner Filters AAAI 2021
Finding the needle in a haystack: Extraction of Informative COVID-19 Danish Tweets EMNLP 2021
Deepening the Sense of Touch in Planetary Exploration with Geometric and Topological Deep Learning AAAI 2021
Are Pretrained Convolutions Better than Pretrained Transformers? ACL 2021
Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking Network ACL 2021
PDO-eS2CNNs: Partial Differential Operator Based Equivariant Spherical CNNs AAAI 2021
Rotation-Invariant Gait Identification with Quaternion Convolutional Neural Networks (Student Abstract) AAAI 2021
TDN: Temporal Difference Networks for Efficient Action Recognition CVPR 2021
A Deep Learning Framework for Improving Lameness Identification in Dairy Cattle AAAI 2021
Digital Gimbal: End-to-End Deep Image Stabilization With Learnable Exposure Times CVPR 2021
Source Separation and Depthwise Separable Convolutions for Computer Audition (Student Abstract) AAAI 2021
Iterative Filter Adaptive Network for Single Image Defocus Deblurring CVPR 2021
Involution: Inverting the Inherence of Convolution for Visual Recognition CVPR 2021
The Neural Tangent Link Between CNN Denoisers and Non-Local Filters CVPR 2021
WildfireNet: Predicting Wildfire Profiles (Student Abstract) AAAI 2021
ID-Unet: Iterative Soft and Hard Deformation for View Synthesis CVPR 2021
RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices AAAI 2021
User-Guided Line Art Flat Filling With Split Filling Mechanism CVPR 2021
Measuring Vegetation Density in Marsh Grass Photographs Using Deep Neural Networks (Student Abstract) AAAI 2021
DeFLOCNet: Deep Image Editing via Flexible Low-Level Controls CVPR 2021
Learnable Dynamic Temporal Pooling for Time Series Classification AAAI 2021
Norm-Based Generalisation Bounds for Deep Multi-Class Convolutional Neural Networks AAAI 2021
Visual Concept Reasoning Networks AAAI 2021