← Keywords

few-shot learning

3390 papers

Explore in graph

Also known as

ICL FSL FSAS FSED FSOD FSSL FSR FSC FFG FSAC FEW-SHOT FSCD FSIG FLAD FSCIL FSS FSRE FSIL CDFSL FS-XLT

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

Bongard-HOI: Benchmarking Few-Shot Visual Reasoning for Human-Object Interactions CVPR 2022
Improving Social Meaning Detection with Pragmatic Masking and Surrogate Fine-Tuning ACL 2022
POLITICS: Pretraining with Same-story Article Comparison for Ideology Prediction and Stance Detection NAACL 2022
Few-shot Query-Focused Summarization with Prefix-Merging EMNLP 2022
Hyperbolic Feature Augmentation via Distribution Estimation and Infinite Sampling on Manifolds NIPS 2022
A Benchmark for Compositional Visual Reasoning NIPS 2022
Few-Shot Continual Active Learning by a Robot NIPS 2022
Distributionally robust weighted k-nearest neighbors NIPS 2022
Active Learning Helps Pretrained Models Learn the Intended Task NIPS 2022
Evaluated CMI Bounds for Meta Learning: Tightness and Expressiveness NIPS 2022
Provable Generalization of Overparameterized Meta-learning Trained with SGD NIPS 2022
Neural Attentive Circuits NIPS 2022
Adaptive Distribution Calibration for Few-Shot Learning with Hierarchical Optimal Transport NIPS 2022
MOMA-LRG: Language-Refined Graphs for Multi-Object Multi-Actor Activity Parsing NIPS 2022
Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding EMNLP 2022
Transferring Hierarchical Structures with Dual Meta Imitation Learning CORL 2022
MIRA: Mental Imagery for Robotic Affordances CORL 2022
Rethinking Generalization in Few-Shot Classification NIPS 2022
Alleviating the Sample Selection Bias in Few-shot Learning by Removing Projection to the Centroid NIPS 2022
Few-Shot Preference Learning for Human-in-the-Loop RL CORL 2022
Tailoring Visual Object Representations to Human Requirements: A Case Study with a Recycling Robot CORL 2022
Improving Task-Specific Generalization in Few-Shot Learning via Adaptive Vicinal Risk Minimization NIPS 2022
Modeling Image Composition for Complex Scene Generation CVPR 2022
Label, Verify, Correct: A Simple Few Shot Object Detection Method CVPR 2022
MetaFSCIL: A Meta-Learning Approach for Few-Shot Class Incremental Learning CVPR 2022