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Learning Paradigms

2,054 papers (7 classified directly here)

Subtopics

Meta-Learning (973) Federated Learning (894) Curriculum Learning (202)

Papers per year

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Papers (including subtopics)

FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server IJCAI 2022
Heterogeneous Ensemble Knowledge Transfer for Training Large Models in Federated Learning IJCAI 2022
Federated Multi-Task Attention for Cross-Individual Human Activity Recognition IJCAI 2022
Learning and Exploiting Progress States in Greedy Best-First Search IJCAI 2022
Missing Modality meets Meta Sampling (M3S): An Efficient Universal Approach for Multimodal Sentiment Analysis with Missing Modality IJCNLP 2022
Meta-Learning based Deferred Optimisation for Sentiment and Emotion aware Multi-modal Dialogue Act Classification IJCNLP 2022
Comparison and Analysis of New Curriculum Criteria for End-to-End ASR INTERSPEECH 2022
Production federated keyword spotting via distillation, filtering, and joint federated-centralized training INTERSPEECH 2022
Audio Anti-spoofing Using Simple Attention Module and Joint Optimization Based on Additive Angular Margin Loss and Meta-learning INTERSPEECH 2022
Federated Domain Adaptation for ASR with Full Self-Supervision INTERSPEECH 2022
Clustering-based Wake Word Detection in Privacy-aware Acoustic Sensor Networks INTERSPEECH 2022
OSSEM: one-shot speaker adaptive speech enhancement using meta learning INTERSPEECH 2022
FedNST: Federated Noisy Student Training for Automatic Speech Recognition INTERSPEECH 2022
Finer-grained Modeling units-based Meta-Learning for Low-resource Tibetan Speech Recognition INTERSPEECH 2022
Decoupled Federated Learning for ASR with Non-IID Data INTERSPEECH 2022
Federated Self-supervised Speech Representations: Are We There Yet? INTERSPEECH 2022
Avoid Overfitting User Specific Information in Federated Keyword Spotting INTERSPEECH 2022
Decoupled Pronunciation and Prosody Modeling in Meta-Learning-based Multilingual Speech Synthesis INTERSPEECH 2022
Semi-FedSER: Semi-supervised Learning for Speech Emotion Recognition On Federated Learning using Multiview Pseudo-Labeling INTERSPEECH 2022
User-Level Differential Privacy against Attribute Inference Attack of Speech Emotion Recognition on Federated Learning INTERSPEECH 2022
Improved Relation Networks for End-to-End Speaker Verification and Identification INTERSPEECH 2022
Distributed Learning of Finite Gaussian Mixtures JMLR 2022
Auto-Sklearn 2.0: Hands-free AutoML via Meta-Learning JMLR 2022
Communication-Constrained Distributed Quantile Regression with Optimal Statistical Guarantees JMLR 2022
Learning to Coordinate in Multi-Agent Systems: A Coordinated Actor-Critic Algorithm and Finite-Time Guarantees L4DC 2022