Image Classification

MetaCleaner: Learning to Hallucinate Clean Representations for Noisy-Labeled Visual Recognition CVPR 2019 Meta-Learning Convolutional Neural Architectures for Multi-Target Concrete Defect Classification With the COncrete DEfect BRidge IMage Dataset CVPR 2019 Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual Recognition NeurIPS 2019 Mode Variational LSTM Robust to Unseen Modes of Variation: Application to Facial Expression Recognition AAAI 2019 Multi-Label Image Recognition With Graph Convolutional Networks CVPR 2019 Multispectral Imaging for Fine-Grained Recognition of Powders on Complex Backgrounds CVPR 2019 On Zero-Shot Recognition of Generic Objects CVPR 2019 Residual Networks for Light Field Image Super-Resolution CVPR 2019 Revisiting Local Descriptor Based Image-To-Class Measure for Few-Shot Learning CVPR 2019 Selective Kernel Networks CVPR 2019 Semantic-Guided Multi-Attention Localization for Zero-Shot Learning NeurIPS 2019 Single-Label Multi-Class Image Classification by Deep Logistic Regression AAAI 2019 STAR-Caps: Capsule Networks with Straight-Through Attentive Routing NeurIPS 2019 Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation CVPR 2019 The Cells Out of Sample (COOS) dataset and benchmarks for measuring out-of-sample generalization of image classifiers NeurIPS 2019 This Looks Like That: Deep Learning for Interpretable Image Recognition NeurIPS 2019 Towards to Reasonable Decision Basis in Automatic Bone X-Ray Image Classification: A Weakly-Supervised Approach AAAI 2019 Transductive Zero-Shot Learning with Visual Structure Constraint NeurIPS 2019 Visual Attention Consistency Under Image Transforms for Multi-Label Image Classification CVPR 2019 A^2-Nets: Double Attention Networks NeurIPS 2018 A Deeper Look at Power Normalizations CVPR 2018 Analyzing Filters Toward Efficient ConvNet CVPR 2018 Between-Class Learning for Image Classification CVPR 2018 Bilevel Distance Metric Learning for Robust Image Recognition NeurIPS 2018 Classification-Driven Dynamic Image Enhancement CVPR 2018