Image Classification

Explicitly Modeled Attention Maps for Image Classification AAAI 2021 Feature Decomposition and Reconstruction Learning for Effective Facial Expression Recognition CVPR 2021 Focal Attention for Long-Range Interactions in Vision Transformers NeurIPS 2021 General Multi-Label Image Classification With Transformers CVPR 2021 Generative Classifiers as a Basis for Trustworthy Image Classification CVPR 2021 Gradient-Based Localization and Spatial Attention for Confidence Measure in Fine-Grained Recognition using Deep Neural Networks AAAI 2021 Hierarchical Layout-Aware Graph Convolutional Network for Unified Aesthetics Assessment CVPR 2021 Hybrid Message Passing With Performance-Driven Structures for Facial Action Unit Detection CVPR 2021 Image Change Captioning by Learning From an Auxiliary Task CVPR 2021 Intentonomy: A Dataset and Study Towards Human Intent Understanding CVPR 2021 Learning Debiased Representation via Disentangled Feature Augmentation NeurIPS 2021 Learning Intact Features by Erasing-Inpainting for Few-shot Classification AAAI 2021 Long-Tailed Multi-Label Visual Recognition by Collaborative Training on Uniform and Re-Balanced Samplings CVPR 2021 Mars Image Content Classification: Three Years of NASA Deployment and Recent Advances AAAI 2021 Measuring Vegetation Density in Marsh Grass Photographs Using Deep Neural Networks (Student Abstract) AAAI 2021 Memory Efficient Meta-Learning with Large Images NeurIPS 2021 MLP-Mixer: An all-MLP Architecture for Vision NeurIPS 2021 Neural Prototype Trees for Interpretable Fine-Grained Image Recognition CVPR 2021 Noise or Signal: The Role of Image Backgrounds in Object Recognition ICLR 2021 Novel Visual Category Discovery with Dual Ranking Statistics and Mutual Knowledge Distillation NeurIPS 2021 OpenMix: Reviving Known Knowledge for Discovering Novel Visual Categories in an Open World CVPR 2021 Open World Compositional Zero-Shot Learning CVPR 2021 Order Regularization on Ordinal Loss for Head Pose, Age and Gaze Estimation AAAI 2021 Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image Classification CVPR 2021 Progressive Semantic Segmentation CVPR 2021