Convolutional Neural Networks

HODEC: Towards Efficient High-Order DEcomposed Convolutional Neural Networks CVPR 2022 HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions NeurIPS 2022 How Well Do Sparse ImageNet Models Transfer? CVPR 2022 Improved techniques for deterministic l2 robustness NeurIPS 2022 JudithJeyafreedaAndrew@TamilNLP-ACL2022:CNN for Emotion Analysis in Tamil ACL 2022 Learnable Polyphase Sampling for Shift Invariant and Equivariant Convolutional Networks NeurIPS 2022 Learning Features with Parameter-Free Layers ICLR 2022 Learning Local-Global Contextual Adaptation for Multi-Person Pose Estimation CVPR 2022 Learning Partial Equivariances From Data NeurIPS 2022 Learning to Model Pixel-Embedded Affinity for Homogeneous Instance Segmentation AAAI 2022 Learning with Domain Knowledge to Develop Justifiable Convolutional Networks ACML 2022 Local Similarity Pattern and Cost Self-Reassembling for Deep Stereo Matching Networks AAAI 2022 Log-Polar Space Convolution Layers NeurIPS 2022 Mobile-Former: Bridging MobileNet and Transformer CVPR 2022 MusicNet: Compact Convolutional Neural Network for Real-time Background Music Detection Interspeech 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 Omni-Scale CNNs: a simple and effective kernel size configuration for time series classification ICLR 2022 On the Spectral Bias of Convolutional Neural Tangent and Gaussian Process Kernels NeurIPS 2022 PIE-Net: Photometric Invariant Edge Guided Network for Intrinsic Image Decomposition CVPR 2022 Point Cloud Color Constancy CVPR 2022 Position-dependent partial convolutions for supervised spatial interpolation ACML 2022 Progressive Minimal Path Method With Embedded CNN CVPR 2022 Prune and distill: similar reformatting of image information along rat visual cortex and deep neural networks NeurIPS 2022 Recurrent Convolutional Neural Networks Learn Succinct Learning Algorithms NeurIPS 2022 Relaxing Equivariance Constraints with Non-stationary Continuous Filters NeurIPS 2022