Image Classification

CLEAR: Cumulative LEARning for One-Shot One-Class Image Recognition CVPR 2018 Collaboratively Weighting Deep and Classic Representation via l_2 Regularization for Image Classification ACML 2018 Deep Cost-Sensitive and Order-Preserving Feature Learning for Cross-Population Age Estimation CVPR 2018 Deep Regression Forests for Age Estimation CVPR 2018 Deep Texture Manifold for Ground Terrain Recognition CVPR 2018 Extracting Invariant Features From Images Using An Equivariant Autoencoder ACML 2018 Fine-grained Image Classification by Visual-Semantic Embedding IJCAI 2018 Joint Optimization Framework for Learning With Noisy Labels CVPR 2018 Learning Multi-Instance Enriched Image Representations via Non-Greedy Ratio Maximization of the l1-Norm Distances CVPR 2018 Learning Transferable Architectures for Scalable Image Recognition CVPR 2018 Maximum-Entropy Fine Grained Classification NeurIPS 2018 OLÉ: Orthogonal Low-Rank Embedding - A Plug and Play Geometric Loss for Deep Learning CVPR 2018 ReSet: Learning Recurrent Dynamic Routing in ResNet-like Neural Networks ACML 2018 RICAP: Random Image Cropping and Patching Data Augmentation for Deep CNNs ACML 2018 Robust Classification With Convolutional Prototype Learning CVPR 2018 Squeeze-and-Excitation Networks CVPR 2018 Stacked Semantics-Guided Attention Model for Fine-Grained Zero-Shot Learning NeurIPS 2018 Super Characters: A Conversion from Sentiment Classification to Image Classification EMNLP 2018 The INaturalist Species Classification and Detection Dataset CVPR 2018 Active Convolution: Learning the Shape of Convolution for Image Classification CVPR 2017 A-Lamp: Adaptive Layout-Aware Multi-Patch Deep Convolutional Neural Network for Photo Aesthetic Assessment CVPR 2017 Building a Regular Decision Boundary With Deep Networks CVPR 2017 Can Walking and Measuring Along Chord Bunches Better Describe Leaf Shapes? CVPR 2017 Deep Co-Occurrence Feature Learning for Visual Object Recognition CVPR 2017 DeepPermNet: Visual Permutation Learning CVPR 2017