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Meta-Learning

218 directly classified papers

Papers per year

Papers

Simulating Unknown Target Models for Query-Efficient Black-Box Attacks CVPR 2021
Meta Batch-Instance Normalization for Generalizable Person Re-Identification CVPR 2021
MetaSets: Meta-Learning on Point Sets for Generalizable Representations CVPR 2021
Neural Descent for Visual 3D Human Pose and Shape CVPR 2021
Prototype Completion With Primitive Knowledge for Few-Shot Learning CVPR 2021
On the Influence of Masking Policies in Intermediate Pre-training EMNLP 2021
Meta Distant Transfer Learning for Pre-trained Language Models EMNLP 2021
Few-Shot Named Entity Recognition: An Empirical Baseline Study EMNLP 2021
Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections EMNLP 2021
Meta Learning Backpropagation And Improving It NIPS 2021
Optimizing Reusable Knowledge for Continual Learning via Metalearning NIPS 2021
Task-Adaptive Neural Network Search with Meta-Contrastive Learning NIPS 2021
Multi-Objective Meta Learning NIPS 2021
Memory Efficient Meta-Learning with Large Images NIPS 2021
Distilling Meta Knowledge on Heterogeneous Graph for Illicit Drug Trafficker Detection on Social Media NIPS 2021
FOAL: Fast Online Adaptive Learning for Cardiac Motion Estimation CVPR 2020
Deep Metric Learning via Adaptive Learnable Assessment CVPR 2020
Meta-Transfer Learning for Zero-Shot Super-Resolution CVPR 2020
Learning to Select Base Classes for Few-Shot Classification CVPR 2020
On Negative Interference in Multilingual Models: Findings and A Meta-Learning Treatment EMNLP 2020
Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing EMNLP 2020
ROAM: Recurrently Optimizing Tracking Model CVPR 2020
Learning to Classify Intents and Slot Labels Given a Handful of Examples ACL 2020
End-to-End Offline Speech Translation System for IWSLT 2020 using Modality Agnostic Meta-Learning ACL 2020
End-to-End Simultaneous Translation System for IWSLT2020 Using Modality Agnostic Meta-Learning ACL 2020