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Convolutional Neural Networks

960 directly classified papers

Papers per year

Papers

TCN: Pioneering Topological-Based Convolutional Networks for Planetary Terrain Learning AAAI 2022
Learnable Polyphase Sampling for Shift Invariant and Equivariant Convolutional Networks NIPS 2022
Learning Partial Equivariances From Data NIPS 2022
Prune and distill: similar reformatting of image information along rat visual cortex and deep neural networks NIPS 2022
CAGroup3D: Class-Aware Grouping for 3D Object Detection on Point Clouds NIPS 2022
Accelerating Sparse Convolution with Column Vector-Wise Sparsity NIPS 2022
Exploring Figure-Ground Assignment Mechanism in Perceptual Organization NIPS 2022
Dynamic Sparse Network for Time Series Classification: Learning What to “See” NIPS 2022
TREC: Transient Redundancy Elimination-based Convolution NIPS 2022
DropCov: A Simple yet Effective Method for Improving Deep Architectures NIPS 2022
Finding Differences Between Transformers and ConvNets Using Counterfactual Simulation Testing NIPS 2022
Hilbert Distillation for Cross-Dimensionality Networks NIPS 2022
Improved techniques for deterministic l2 robustness NIPS 2022
HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions NIPS 2022
GhostNetV2: Enhance Cheap Operation with Long-Range Attention NIPS 2022
On the Spectral Bias of Convolutional Neural Tangent and Gaussian Process Kernels NIPS 2022
Efficient Architecture Search for Diverse Tasks NIPS 2022
Relaxing Equivariance Constraints with Non-stationary Continuous Filters NIPS 2022
Convolutional Neural Networks on Graphs with Chebyshev Approximation, Revisited NIPS 2022
Log-Polar Space Convolution Layers NIPS 2022
Recurrent Convolutional Neural Networks Learn Succinct Learning Algorithms 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
Semantic Diffusion Network for Semantic Segmentation NIPS 2022
PIE-Net: Photometric Invariant Edge Guided Network for Intrinsic Image Decomposition CVPR 2022