conftrace_
← Keywords

few-shot learning

3390 papers

Explore in graph

Also known as

FSL FEW-SHOT

Co-occurring keywords

large language model (12755) zero-shot learning (3637) transfer learning (5442) in-context learning (1369) text classification (6776) domain adaptation (4578) prompt engineering (1128) language model (4573) representation learning (6174) contrastive learning (3979)

Papers

Rectifying the Shortcut Learning of Background for Few-Shot Learning NIPS 2021
Learning to Learn Dense Gaussian Processes for Few-Shot Learning NIPS 2021
FLEX: Unifying Evaluation for Few-Shot NLP NIPS 2021
DP-SSL: Towards Robust Semi-supervised Learning with A Few Labeled Samples NIPS 2021
Statistically and Computationally Efficient Linear Meta-representation Learning NIPS 2021
POODLE: Improving Few-shot Learning via Penalizing Out-of-Distribution Samples NIPS 2021
Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning NIPS 2021
Few-Round Learning for Federated Learning NIPS 2021
Parameter Prediction for Unseen Deep Architectures NIPS 2021
Meta-Learning for Relative Density-Ratio Estimation NIPS 2021
Learning Meta-Class Memory for Few-Shot Semantic Segmentation ICCV 2021
UVStyle-Net: Unsupervised Few-Shot Learning of 3D Style Similarity Measure for B-Reps ICCV 2021
FLAR: A Unified Prototype Framework for Few-Sample Lifelong Active Recognition ICCV 2021
Orthogonal Projection Loss ICCV 2021
ConVEx: Data-Efficient and Few-Shot Slot Labeling NAACL 2021
argmax centroid NIPS 2021
On sensitivity of meta-learning to support data NIPS 2021
TOHAN: A One-step Approach towards Few-shot Hypothesis Adaptation NIPS 2021
Intriguing Properties of Vision Transformers NIPS 2021
TuringAdvice: A Generative and Dynamic Evaluation of Language Use NAACL 2021
Think Big, Teach Small: Do Language Models Distil Occam’s Razor? NIPS 2021
Improving Contrastive Learning on Imbalanced Data via Open-World Sampling NIPS 2021
Grad2Task: Improved Few-shot Text Classification Using Gradients for Task Representation NIPS 2021
Few-Shot Question Answering by Pretraining Span Selection ACL 2021
Synthesized Feature Based Few-Shot Class-Incremental Learning on a Mixture of Subspaces ICCV 2021