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image classification

1943 papers

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convolutional neural network (4216) object detection (2759) semantic segmentation (3179) transfer learning (5442) vision transformer (1091) neural network (6616) representation learning (6174) multimodal learning (4622) data augmentation (3037) feature learning (1309)

Papers

DCFNet: Deep Neural Network with Decomposed Convolutional Filters ICML 2018
Learning to Teach with Dynamic Loss Functions NIPS 2018
StrassenNets: Deep Learning with a Multiplication Budget ICML 2018
Maximum-Entropy Fine Grained Classification NIPS 2018
The Power of Ensembles for Active Learning in Image Classification CVPR 2018
Sketch-a-Classifier: Sketch-Based Photo Classifier Generation CVPR 2018
Ensemble Soft-Margin Softmax Loss for Image Classification IJCAI 2018
Global Gated Mixture of Second-order Pooling for Improving Deep Convolutional Neural Networks NIPS 2018
Deep Texture Manifold for Ground Terrain Recognition CVPR 2018
CLEAR: Cumulative LEARning for One-Shot One-Class Image Recognition CVPR 2018
VizWiz Grand Challenge: Answering Visual Questions From Blind People CVPR 2018
Teaching Categories to Human Learners With Visual Explanations CVPR 2018
Weakly-Supervised Semantic Segmentation Network With Deep Seeded Region Growing CVPR 2018
Resource Aware Person Re-Identification Across Multiple Resolutions CVPR 2018
Large-Scale Distance Metric Learning With Uncertainty CVPR 2018
Art of Singular Vectors and Universal Adversarial Perturbations CVPR 2018
Distortion-aware CNNs for Spherical Images IJCAI 2018
CSNN: An Augmented Spiking based Framework with Perceptron-Inception IJCAI 2018
Deflecting Adversarial Attacks With Pixel Deflection CVPR 2018
Spatially-Adaptive Filter Units for Deep Neural Networks CVPR 2018
Functional Map of the World CVPR 2018
Collaboratively Weighting Deep and Classic Representation via $l_2$ Regularization for Image Classification ACML 2018
Extracting Invariant Features From Images Using An Equivariant Autoencoder ACML 2018
Transfer Learning with Neural AutoML NIPS 2018
Adversarial Examples that Fool both Computer Vision and Time-Limited Humans NIPS 2018