Image Classification

MUXConv: Information Multiplexing in Convolutional Neural Networks CVPR 2020 One-Shot Image Classification by Learning to Restore Prototypes AAAI 2020 Parametric Instance Classification for Unsupervised Visual Feature learning NeurIPS 2020 Patchy Image Structure Classification Using Multi-Orientation Region Transform AAAI 2020 Progressive Adversarial Networks for Fine-Grained Domain Adaptation CVPR 2020 Random Erasing Data Augmentation AAAI 2020 Recognizing Instagram Filtered Images with Feature De-Stylization AAAI 2020 Revisiting Image Aesthetic Assessment via Self-Supervised Feature Learning AAAI 2020 Self-Supervised Learning of Pretext-Invariant Representations CVPR 2020 Self-Training With Noisy Student Improves ImageNet Classification CVPR 2020 Sky + Fire = Sunset. Exploring Parallels between Visually Grounded Metaphors and Image Classifiers ACL 2020 Spatially Attentive Output Layer for Image Classification CVPR 2020 Texture and Shape Biased Two-Stream Networks for Clothing Classification and Attribute Recognition CVPR 2020 Unsupervised Deep Learning via Affinity Diffusion AAAI 2020 Weakly Supervised Fine-Grained Image Classification via Guassian Mixture Model Oriented Discriminative Learning CVPR 2020 Web-Supervised Network with Softly Update-Drop Training for Fine-Grained Visual Classification AAAI 2020 Zero-Shot Learning from Adversarial Feature Residual to Compact Visual Feature AAAI 2020 ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization EMNLP 2020 Active Generative Adversarial Network for Image Classification AAAI 2019 A Dual Attention Network with Semantic Embedding for Few-Shot Learning AAAI 2019 Adversarial Examples Are a Natural Consequence of Test Error in Noise ICML 2019 Adversarial Framing for Image and Video Classification AAAI 2019 Adversarial training for free! NeurIPS 2019 All You Need Is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification CVPR 2019 Attention Augmented Convolutional Networks ICCV 2019