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Found 5 papers, 2 papers with code
DPR-CAE: Capsule Autoencoder with Dynamic Part Representation for Image Parsing
Parsing an image into a hierarchy of objects, parts, and relations is important and also challenging in many computer vision tasks.
ASPCNet: A Deep Adaptive Spatial Pattern Capsule Network for Hyperspectral Image Classification
Based on this observation, this paper proposes an adaptive spatial pattern capsule network (ASPCNet) architecture by developing an adaptive spatial pattern (ASP) unit, that can rotate the sampling location of convolutional kernels on the basis of an enlarged receptive field.
MMA Regularization: Decorrelating Weights of Neural Networks by Maximizing the Minimal Angles
Extensive experiments demonstrate that MMA regularization is able to enhance the generalization ability of various modern models and achieves considerable performance improvements on CIFAR100 and TinyImageNet datasets.
SAIS: Single-stage Anchor-free Instance Segmentation
In this paper, we propose a simple yet efficientinstance segmentation approach based on the single-stage anchor-free detector, termed SAIS.
6D-VNet: End-to-end 6DoF Vehicle Pose Estimation from Monocular RGB Images
We present a conceptually simple framework for 6DoF object pose estimation, especially for autonomous driving scenario.
