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Meta-Learning

722 directly classified papers

Papers per year

Papers

Towards Anytime Fine-tuning: Continually Pre-trained Language Models with Hypernetwork Prompts EMNLP 2023
Compound Domain Generalization via Meta-Knowledge Encoding CVPR 2022
LEA: Meta Knowledge-Driven Self-Attentive Document Embedding for Few-Shot Text Classification NAACL 2022
MetaFinger: Fingerprinting the Deep Neural Networks with Meta-training IJCAI 2022
Dynamic Kernel Selection for Improved Generalization and Memory Efficiency in Meta-Learning CVPR 2022
Adaptive Meta-learner via Gradient Similarity for Few-shot Text Classification COLING 2022
Quantifying Adaptability in Pre-trained Language Models with 500 Tasks NAACL 2022
A Hybrid Egocentric Activity Anticipation Framework via Memory-Augmented Recurrent and One-Shot Representation Forecasting CVPR 2022
Crowdsourcing with Meta-Knowledge Transfer (Student Abstract) AAAI 2022
Sentence-aware Adversarial Meta-Learning for Few-Shot Text Classification COLING 2022
Does Meta-learning Help mBERT for Few-shot Question Generation in a Cross-lingual Transfer Setting for Indic Languages? COLING 2022
Dynamic Domain Generalization IJCAI 2022
Improving Fake News Detection of Influential Domain via Domain- and Instance-Level Transfer COLING 2022
Learning to Evolve on Dynamic Graphs (Student Abstract) AAAI 2022
Learngene: From Open-World to Your Learning Task AAAI 2022
What Matters for Meta-Learning Vision Regression Tasks? CVPR 2022
MetaFSCIL: A Meta-Learning Approach for Few-Shot Class Incremental Learning CVPR 2022
Unsupervised Domain Adaptation for Text Classification via Meta Self-Paced Learning COLING 2022
Meta Distribution Alignment for Generalizable Person Re-Identification CVPR 2022
Learning To Learn by Jointly Optimizing Neural Architecture and Weights CVPR 2022
Contextual Gradient Scaling for Few-Shot Learning WACV 2022
A Pixel-Level Meta-Learner for Weakly Supervised Few-Shot Semantic Segmentation WACV 2022
Learning To Learn Across Diverse Data Biases in Deep Face Recognition CVPR 2022
HierMatch: Leveraging Label Hierarchies for Improving Semi-Supervised Learning WACV 2022
Meta-UDA: Unsupervised Domain Adaptive Thermal Object Detection Using Meta-Learning WACV 2022