Few-Shot Learning

CAD: Co-Adapting Discriminative Features for Improved Few-Shot Classification CVPR 2022 C*-algebra Net: A New Approach Generalizing Neural Network Parameters to C*-algebra ICML 2022 Calibrating CNNs for Few-Shot Meta Learning WACV 2022 Can language models learn from explanations in context? EMNLP 2022 Can Pre-trained Language Models Interpret Similes as Smart as Human? ACL 2022 Can Yes-No Question-Answering Models be Useful for Few-Shot Metaphor Detection? EMNLP 2022 CardiffNLP-Metaphor at SemEval-2022 Task 2: Targeted Fine-tuning of Transformer-based Language Models for Idiomaticity Detection SemEval 2022 CATrans: Context and Affinity Transformer for Few-Shot Segmentation IJCAI 2022 CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation EMNLP 2022 CharacterGAN: Few-Shot Keypoint Character Animation and Reposing WACV 2022 CINS: Comprehensive Instruction for Few-Shot Learning in Task-Oriented Dialog Systems AAAI 2022 CISLR: Corpus for Indian Sign Language Recognition EMNLP 2022 CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision EMNLP 2022 CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing AACL 2022 Clickbait Detection via Contrastive Variational Modelling of Text and Label IJCAI 2022 CLIP Models are Few-Shot Learners: Empirical Studies on VQA and Visual Entailment ACL 2022 ConFeSS: A Framework for Single Source Cross-Domain Few-Shot Learning ICLR 2022 Constrained Few-Shot Class-Incremental Learning CVPR 2022 Contextual Gradient Scaling for Few-Shot Learning WACV 2022 Continually Detection, Rapidly React: Unseen Rumors Detection Based on Continual Prompt-Tuning COLING 2022 Continual Training of Language Models for Few-Shot Learning EMNLP 2022 Continued Pretraining for Better Zero- and Few-Shot Promptability EMNLP 2022 ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification AAAI 2022 “Covid vaccine is against Covid but Oxford vaccine is made at Oxford!” Semantic Interpretation of Proper Noun Compounds EMNLP 2022 Cross-Domain Few-Shot Graph Classification AAAI 2022