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Few-Shot Learning

618 directly classified papers

Papers per year

Papers

CAD: Co-Adapting Discriminative Features for Improved Few-Shot Classification CVPR 2022
Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation IJCAI 2022
“Covid vaccine is against Covid but Oxford vaccine is made at Oxford!” Semantic Interpretation of Proper Noun Compounds EMNLP 2022
AMAL: Meta Knowledge-Driven Few-Shot Adapter Learning EMNLP 2022
Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation CVPR 2022
Multidimensional Belief Quantification for Label-Efficient Meta-Learning CVPR 2022
CISLR: Corpus for Indian Sign Language Recognition EMNLP 2022
Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation EMNLP 2022
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking EMNLP 2022
MatchPrompt: Prompt-based Open Relation Extraction with Semantic Consistency Guided Clustering EMNLP 2022
Eeny, meeny, miny, moe. How to choose data for morphological inflection. EMNLP 2022
Better Few-Shot Relation Extraction with Label Prompt Dropout EMNLP 2022
Simple Questions Generate Named Entity Recognition Datasets EMNLP 2022
Continued Pretraining for Better Zero- and Few-Shot Promptability EMNLP 2022
CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation EMNLP 2022
On Measuring the Intrinsic Few-Shot Hardness of Datasets EMNLP 2022
BBTv2: Towards a Gradient-Free Future with Large Language Models EMNLP 2022
Few-shot Query-Focused Summarization with Prefix-Merging EMNLP 2022
Learning To Memorize Feature Hallucination for One-Shot Image Generation CVPR 2022
Improving Adversarially Robust Few-Shot Image Classification With Generalizable Representations CVPR 2022
Generalized Few-Shot Semantic Segmentation CVPR 2022
Which Images To Label for Few-Shot Medical Landmark Detection? CVPR 2022
Few-Shot Object Detection With Fully Cross-Transformer CVPR 2022
FS6D: Few-Shot 6D Pose Estimation of Novel Objects CVPR 2022
Generating Representative Samples for Few-Shot Classification CVPR 2022