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Learning Paradigms

14,108 papers (9 classified directly here)

Subtopics

Transfer Learning (8,166) Few-Shot Learning (2,562) Meta-Learning (1,529) Federated Learning (1,360) Zero-Shot Learning (867) Multi-Task Learning (135) Continual Learning (118) Domain Adaptation (117) Self-Supervised Learning (100) Active Learning (75) Semi-Supervised Learning (41) Unsupervised Learning (26) In-Context Learning (19) Weakly Supervised Learning (11) Domain Generalization (9)

Papers per year

4
19
58
1128
2227
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Papers (including subtopics)

Discriminative Transfer Learning for Optimizing ASR and Semantic Labeling in Task-Oriented Spoken Dialog INTERSPEECH 2020
From Speaker Verification to Multispeaker Speech Synthesis, Deep Transfer with Feedback Constraint INTERSPEECH 2020
Representation Based Meta-Learning for Few-Shot Spoken Intent Recognition INTERSPEECH 2020
Adversarial Separation and Adaptation Network for Far-Field Speaker Verification INTERSPEECH 2020
Improving On-Device Speaker Verification Using Federated Learning with Privacy INTERSPEECH 2020
Training Keyword Spotting Models on Non-IID Data with Federated Learning INTERSPEECH 2020
Speaker Code Based Speaker Adaptive Training Using Model Agnostic Meta-Learning INTERSPEECH 2020
Domain Adaptation Using Class Similarity for Robust Speech Recognition INTERSPEECH 2020
Transfer Learning of the Expressivity Using FLOW Metric Learning in Multispeaker Text-to-Speech Synthesis INTERSPEECH 2020
Multi-Reference Neural TTS Stylization with Adversarial Cycle Consistency INTERSPEECH 2020
Nonparallel Training of Exemplar-Based Voice Conversion System Using INCA-Based Alignment Technique INTERSPEECH 2020
Improving Cross-Lingual Transfer Learning for End-to-End Speech Recognition with Speech Translation INTERSPEECH 2020
Multilingual Speech Recognition Using Language-Specific Phoneme Recognition as Auxiliary Task for Indian Languages INTERSPEECH 2020
Dysarthric Speech Recognition Based on Deep Metric Learning INTERSPEECH 2020
The Zero Resource Speech Challenge 2020: Discovering Discrete Subword and Word Units INTERSPEECH 2020
Language Model Data Augmentation Based on Text Domain Transfer INTERSPEECH 2020
Language Modeling for Speech Analytics in Under-Resourced Languages INTERSPEECH 2020
Ensemble Learning for Relational Data JMLR 2020
GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning JMLR 2020
NEVAE: A Deep Generative Model for Molecular Graphs JMLR 2020
Contextual Bandits with Continuous Actions: Smoothing, Zooming, and Adapting JMLR 2020
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer JMLR 2020
Communication-Efficient Distributed Optimization in Networks with Gradient Tracking and Variance Reduction JMLR 2020
Curriculum Learning for Reinforcement Learning Domains: A Framework and Survey JMLR 2020
Successor Features Combine Elements of Model-Free and Model-based Reinforcement Learning JMLR 2020