conftrace_
← Learning Paradigms
Artificial Intelligence › Learning Paradigms ›

Few-Shot Learning

2,562 papers

Papers per year

3
167
401
'15
'20
'25

Papers

Transformer-based Objective-reinforced Generative Adversarial Network to Generate Desired Molecules IJCAI 2022
Improving Few-Shot Text-to-SQL with Meta Self-Training via Column Specificity IJCAI 2022
Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation IJCAI 2022
CUP: Curriculum Learning based Prompt Tuning for Implicit Event Argument Extraction IJCAI 2022
Document-level Event Factuality Identification via Reinforced Multi-Granularity Hierarchical Attention Networks IJCAI 2022
Training Naturalized Semantic Parsers with Very Little Data IJCAI 2022
Diversity Features Enhanced Prototypical Network for Few-shot Intent Detection IJCAI 2022
Clickbait Detection via Contrastive Variational Modelling of Text and Label IJCAI 2022
Few-Shot Learning on Graphs IJCAI 2022
Domain Agnostic Few-shot Learning for Speaker Verification INTERSPEECH 2022
SF-DST: Few-Shot Self-Feeding Reading Comprehension Dialogue State Tracking with Auxiliary Task INTERSPEECH 2022
Keyword Spotting with Synthetic Data using Heterogeneous Knowledge Distillation INTERSPEECH 2022
Robust End-to-end Speaker Diarization with Generic Neural Clustering INTERSPEECH 2022
Active Few-Shot Learning for Sound Event Detection INTERSPEECH 2022
AdaVocoder: Adaptive Vocoder for Custom Voice INTERSPEECH 2022
Streamable Speech Representation Disentanglement and Multi-Level Prosody Modeling for Live One-Shot Voice Conversion INTERSPEECH 2022
WavPrompt: Towards Few-Shot Spoken Language Understanding with Frozen Language Models INTERSPEECH 2022
Hierarchical Tagger with Multi-task Learning for Cross-domain Slot Filling INTERSPEECH 2022
Non-intrusive Speech Quality Assessment with a Multi-Task Learning based Subband Adaptive Attention Temporal Convolutional Neural Network INTERSPEECH 2022
Does Utterance entails Intent?: Evaluating Natural Language Inference Based Setup for Few-Shot Intent Detection INTERSPEECH 2022
Few Shot Cross-Lingual TTS Using Transferable Phoneme Embedding INTERSPEECH 2022
Dummy Prototypical Networks for Few-Shot Open-Set Keyword Spotting INTERSPEECH 2022
Improved Relation Networks for End-to-End Speaker Verification and Identification INTERSPEECH 2022
Mutual Information Constraints for Monte-Carlo Objectives to Prevent Posterior Collapse Especially in Language Modelling JMLR 2022
Few-Shot Learning with Semi-Supervised Transformers for Electronic Health Records MLHC 2022