Predicting the Accuracy of a Few-Shot Classifier Jul 8, 2020 Few-Shot Learning
Code Code Available Meta-Learning with Network Pruning Jul 7, 2020 Few-Shot Learning Meta-Learning
— Unverified Learning to learn generative programs with Memoised Wake-Sleep Jul 6, 2020 Explainable Models Few-Shot Learning
— Unverified Meta-Learning Divergences of Variational Inference Jul 6, 2020 Bayesian Inference Computational Efficiency
— Unverified MetaConcept: Learn to Abstract via Concept Graph for Weakly-Supervised Few-Shot Learning Jul 5, 2020 Few-Shot Learning Meta-Learning
— Unverified A Revision of Neural Tangent Kernel-based Approaches for Neural Networks Jul 2, 2020 Few-Shot Learning Learning Theory
— Unverified Improving Few-Shot Learning using Composite Rotation based Auxiliary Task Jun 29, 2020 Classification Few-Shot Learning
— Unverified Discrete Few-Shot Learning for Pan Privacy Jun 23, 2020 Few-Shot Learning
— Unverified Deep Learning of Unified Region, Edge, and Contour Models for Automated Image Segmentation Jun 23, 2020 Autonomous Vehicles Few-Shot Learning
— Unverified Generalized Zero and Few-Shot Transfer for Facial Forgery Detection Jun 21, 2020 Domain Adaptation Few-Shot Learning
— Unverified Deep Double-Side Learning Ensemble Model for Few-Shot Parkinson Speech Recognition Jun 20, 2020 Clustering Ensemble Learning
— Unverified Predictive Complexity Priors Jun 18, 2020 Few-Shot Learning
— Unverified Enhancing Few-Shot Image Classification with Unlabelled Examples Jun 17, 2020 Classification Clustering
— Unverified Extensively Matching for Few-shot Learning Event Detection Jun 17, 2020 Event Detection Few-Shot Learning
Code Code Available Towards an Unsupervised Method for Model Selection in Few-Shot Learning Jun 15, 2020 Few-Shot Learning Meta-Learning
— Unverified Automatic Validation of Textual Attribute Values in E-commerce Catalog by Learning with Limited Labeled Data Jun 15, 2020 Attribute Few-Shot Learning
— Unverified LFD-ProtoNet: Prototypical Network Based on Local Fisher Discriminant Analysis for Few-shot Learning Jun 15, 2020 Few-Shot Learning General Classification
— Unverified Few-shot Object Detection on Remote Sensing Images Jun 14, 2020 Few-Shot Learning Few-Shot Object Detection
— Unverified Tackling Non-forgetting and Forward Transfer with a Unified Lifelong Learning Approach Jun 12, 2020 Few-Shot Learning Lifelong learning
— Unverified Meta-Learning GNN Initializations for Low-Resource Molecular Property Prediction Jun 12, 2020 Drug Discovery Few-Shot Learning
— Unverified Learning to Learn Kernels with Variational Random Features Jun 11, 2020 Few-Shot Learning Meta-Learning
Code Code Available Simultaneous Perturbation Stochastic Approximation for Few-Shot Learning Jun 9, 2020 Few-Shot Learning
— Unverified Unsupervised Transfer Learning with Self-Supervised Remedy Jun 8, 2020 Clustering Domain Adaptation
— Unverified Multi-step Estimation for Gradient-based Meta-learning Jun 8, 2020 Few-Shot Learning Meta-Learning
— Unverified Calibrated neighborhood aware confidence measure for deep metric learning Jun 8, 2020 Few-Shot Learning Image Retrieval
— Unverified A Transductive Multi-Head Model for Cross-Domain Few-Shot Learning Jun 8, 2020 Cross-Domain Few-Shot cross-domain few-shot learning
Code Code Available Ensemble Model with Batch Spectral Regularization and Data Blending for Cross-Domain Few-Shot Learning with Unlabeled Data Jun 8, 2020 Cross-Domain Few-Shot cross-domain few-shot learning
Code Code Available Distributionally Robust Weighted k-Nearest Neighbors Jun 7, 2020 Few-Shot Learning General Classification
— Unverified Brain-inspired global-local learning incorporated with neuromorphic computing Jun 5, 2020 Continual Learning Few-Shot Learning
— Unverified Inflated Episodic Memory With Region Self-Attention for Long-Tailed Visual Recognition Jun 1, 2020 Few-Shot Learning Long-tail Learning
— Unverified Few-Shot Learning of Part-Specific Probability Space for 3D Shape Segmentation Jun 1, 2020 Few-Shot Learning MORPH
— Unverified Few-Shot Pill Recognition Jun 1, 2020 Few-Shot Learning
— Unverified Fast visual grounding in interaction: bringing few-shot learning with neural networks to an interactive robot Jun 1, 2020 Few-Shot Learning Transfer Learning
— Unverified Shoestring: Graph-Based Semi-Supervised Classification With Severely Limited Labeled Data Jun 1, 2020 Classification Clustering
— Unverified METAL: Minimum Effort Temporal Activity Localization in Untrimmed Videos Jun 1, 2020 Few-Shot Learning Relation Network
— Unverified Towards Context-Agnostic Learning Using Synthetic Data May 29, 2020 Few-Shot Learning image-classification
Code Code Available High-order structure preserving graph neural network for few-shot learning May 29, 2020 Few-Shot Learning Graph Neural Network
Code Code Available Boosting Few-Shot Learning With Adaptive Margin Loss May 28, 2020 Few-Shot Image Classification Few-Shot Learning
— Unverified SSM-Net for Plants Disease Identification in Low Data Regime May 27, 2020 Few-Shot Learning Transfer Learning
Code Code Available Looking back to lower-level information in few-shot learning May 27, 2020 Few-Shot Learning Meta-Learning
— Unverified Pay Attention to What You Read: Non-recurrent Handwritten Text-Line Recognition May 26, 2020 Few-Shot Learning Handwriting Recognition
— Unverified Fine-Grain Few-Shot Vision via Domain Knowledge as Hyperspherical Priors May 23, 2020 Classification Few-Shot Learning
— Unverified One of these (Few) Things is Not Like the Others May 22, 2020 Benchmarking Few-Shot Learning
— Unverified Cross-Domain Few-Shot Learning with Meta Fine-Tuning May 21, 2020 Cross-Domain Few-Shot cross-domain few-shot learning
— Unverified Prototypical Q Networks for Automatic Conversational Diagnosis and Few-Shot New Disease Adaption May 19, 2020 Deep Reinforcement Learning Few-Shot Learning
— Unverified Large Margin Mechanism and Pseudo Query Set on Cross-Domain Few-Shot Learning May 19, 2020 Cross-Domain Few-Shot cross-domain few-shot learning
— Unverified Feature Transformation Ensemble Model with Batch Spectral Regularization for Cross-Domain Few-Shot Classification May 18, 2020 Cross-Domain Few-Shot cross-domain few-shot learning
— Unverified Dynamic Memory Induction Networks for Few-Shot Text Classification May 12, 2020 Classification Few-Shot Learning
— Unverified Compositional Few-Shot Recognition with Primitive Discovery and Enhancing May 12, 2020 Few-Shot Image Classification Few-Shot Learning
— Unverified AdaDurIAN: Few-shot Adaptation for Neural Text-to-Speech with DurIAN May 12, 2020 Few-Shot Learning text-to-speech
— Unverified 