Image Classification

Adaptive Poincaré Point to Set Distance for Few-Shot Classification AAAI 2022 AI for Disaster Rapid Damage Assessment from Microblogs AAAI 2022 An In-depth Study of Stochastic Backpropagation NeurIPS 2022 Boosting Randomized Smoothing with Variance Reduced Classifiers ICLR 2022 Brain-Inspired Multilayer Perceptron With Spiking Neurons CVPR 2022 Bridging the Gap Between Vision Transformers and Convolutional Neural Networks on Small Datasets NeurIPS 2022 Confidence-based Reliable Learning under Dual Noises NeurIPS 2022 Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification NeurIPS 2022 Continual Learning with Evolving Class Ontologies NeurIPS 2022 Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches CVPR 2022 Dual Attention Networks for Few-Shot Fine-Grained Recognition AAAI 2022 Dynamic MLP for Fine-Grained Image Classification by Leveraging Geographical and Temporal Information CVPR 2022 Evidential Turing Processes ICLR 2022 Fair Contrastive Learning for Facial Attribute Classification CVPR 2022 FF-Net: An End-to-end Feature-Fusion Network for Double JPEG Detection and Localization ACML 2022 Fine-Grained Object Classification via Self-Supervised Pose Alignment CVPR 2022 FLAIR: Federated Learning Annotated Image Repository NeurIPS 2022 From Video to Images: Contrastive Pretraining for Emotion Recognition from Single Image (Student Abstract) AAAI 2022 Geometry-Aware Guided Loss for Deep Crack Recognition CVPR 2022 Geo-SIC: Learning Deformable Geometric Shapes in Deep Image Classifiers NeurIPS 2022 Hard ImageNet: Segmentations for Objects with Strong Spurious Cues NeurIPS 2022 Hire-MLP: Vision MLP via Hierarchical Rearrangement CVPR 2022 HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions NeurIPS 2022 Knowledge Distillation from A Stronger Teacher NeurIPS 2022 Learnable Polyphase Sampling for Shift Invariant and Equivariant Convolutional Networks NeurIPS 2022