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Convolutional Neural Networks

960 directly classified papers

Papers per year

Papers

Exploring Figure-Ground Assignment Mechanism in Perceptual Organization NIPS 2022
Learnable Polyphase Sampling for Shift Invariant and Equivariant Convolutional Networks NIPS 2022
Towards Disentangling Information Paths with Coded ResNeXt NIPS 2022
GhostNetV2: Enhance Cheap Operation with Long-Range Attention NIPS 2022
Recurrent Convolutional Neural Networks Learn Succinct Learning Algorithms NIPS 2022
Mobile-Former: Bridging MobileNet and Transformer CVPR 2022
Semantic Diffusion Network for Semantic Segmentation NIPS 2022
HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions NIPS 2022
Learning Partial Equivariances From Data NIPS 2022
DialogConv: A Lightweight Fully Convolutional Network for Multi-view Response Selection EMNLP 2022
NLP DI at NADI Shared Task Subtask-1: Sub-word Level Convolutional Neural Models and Pre-trained Binary Classifiers for Dialect Identification EMNLP 2022
Log-Polar Space Convolution Layers NIPS 2022
How Well Do Sparse ImageNet Models Transfer? CVPR 2022
A Discriminative and Robust Feature Learning Approach for EEG-Based Motor Imagery Decoding (Student Abstract) AAAI 2022
MusicNet: Compact Convolutional Neural Network for Real-time Background Music Detection INTERSPEECH 2022
Convolutional Neural Networks on Graphs with Chebyshev Approximation, Revisited NIPS 2022
Measuring Vegetation Density in Marsh Grass Photographs Using Deep Neural Networks (Student Abstract) AAAI 2021
Is Each Layer Non-trivial in CNN? (Student Abstract) AAAI 2021
WildfireNet: Predicting Wildfire Profiles (Student Abstract) 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
Source Separation and Depthwise Separable Convolutions for Computer Audition (Student Abstract) AAAI 2021
A Deep Learning Framework for Improving Lameness Identification in Dairy Cattle AAAI 2021
Rotation-Invariant Gait Identification with Quaternion Convolutional Neural Networks (Student Abstract) AAAI 2021
A Data-Driven Approach for Gin Rummy Hand Evaluation AAAI 2021
Deepening the Sense of Touch in Planetary Exploration with Geometric and Topological Deep Learning AAAI 2021