few-shot learning

Pareto Self-Supervised Training for Few-Shot Learning CVPR 2021 Partial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot Learning AAAI 2021 Partially Observed Exchangeable Modeling ICML 2021 Partner-Assisted Learning for Few-Shot Image Classification ICCV 2021 PASS: Perturb-and-Select Summarizer for Product Reviews ACL 2021 Penalty Method for Inversion-Free Deep Bilevel Optimization ACML 2021 Personalized Adaptive Meta Learning for Cold-start User Preference Prediction AAAI 2021 Physarum Powered Differentiable Linear Programming Layers and Applications AAAI 2021 Physics-aware Spatiotemporal Modules with Auxiliary Tasks for Meta-Learning IJCAI 2021 P-INT: A Path-based Interaction Model for Few-shot Knowledge Graph Completion EMNLP 2021 pixelNeRF: Neural Radiance Fields From One or Few Images CVPR 2021 PNPDet: Efficient Few-Shot Detection Without Forgetting via Plug-and-Play Sub-Networks WACV 2021 POODLE: Improving Few-shot Learning via Penalizing Out-of-Distribution Samples NeurIPS 2021 Predictive Complexity Priors AISTATS 2021 Progressive Network Grafting for Few-Shot Knowledge Distillation AAAI 2021 Property-Aware Relation Networks for Few-Shot Molecular Property Prediction NeurIPS 2021 PROTAUGMENT: Unsupervised diverse short-texts paraphrasing for intent detection meta-learning ACL 2021 Prototype Completion With Primitive Knowledge for Few-Shot Learning CVPR 2021 Prototypical Cross-Domain Self-Supervised Learning for Few-Shot Unsupervised Domain Adaptation CVPR 2021 Prototypical Representation Learning for Relation Extraction ICLR 2021 Pseudo-Loss Confidence Metric for Semi-Supervised Few-Shot Learning ICCV 2021 PTN: A Poisson Transfer Network for Semi-supervised Few-shot Learning AAAI 2021 Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis ICCV 2021 RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems ACL 2021 Realistic evaluation of transductive few-shot learning NeurIPS 2021