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Meta-Learning

722 directly classified papers

Papers per year

Papers

Towards Automated Discovery of God-Like Folk Algorithms for Rubik’s Cube AAAI 2022
Missing Modality meets Meta Sampling (M3S): An Efficient Universal Approach for Multimodal Sentiment Analysis with Missing Modality AACL 2022
Language Acquisition through Intention Reading and Pattern Finding COLING 2022
Meta-Learning based Deferred Optimisation for Sentiment and Emotion aware Multi-modal Dialogue Act Classification IJCNLP 2022
Introducing Symmetries to Black Box Meta Reinforcement Learning AAAI 2022
Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment AAAI 2022
You Only Infer Once: Cross-Modal Meta-Transfer for Referring Video Object Segmentation AAAI 2022
Meta-Learning for Online Update of Recommender Systems AAAI 2022
Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios EMNLP 2022
Teaching Humans When to Defer to a Classifier via Exemplars AAAI 2022
FAITH: Few-Shot Graph Classification with Hierarchical Task Graphs IJCAI 2022
Dynamic Domain Generalization IJCAI 2022
MetaFinger: Fingerprinting the Deep Neural Networks with Meta-training IJCAI 2022
Fast inference and transfer of compositional task structures for few-shot task generalization UAI 2022
HCL-TAT: A Hybrid Contrastive Learning Method for Few-shot Event Detection with Task-Adaptive Threshold EMNLP 2022
Delving into Sample Loss Curve to Embrace Noisy and Imbalanced Data AAAI 2022
Improved Relation Networks for End-to-End Speaker Verification and Identification INTERSPEECH 2022
Enhanced Bilevel Optimization via Bregman Distance NIPS 2022
Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts NIPS 2022
MetaNODE: Prototype Optimization as a Neural ODE for Few-Shot Learning AAAI 2022
HyperTransformer: Model Generation for Supervised and Semi-Supervised Few-Shot Learning ICML 2022
Deep and Flexible Graph Neural Architecture Search ICML 2022
Robust Task Representations for Offline Meta-Reinforcement Learning via Contrastive Learning ICML 2022
OSSEM: one-shot speaker adaptive speech enhancement using meta learning INTERSPEECH 2022
Efficient Variance Reduction for Meta-learning ICML 2022