conftrace_

Learning Paradigms

14,967 papers (9 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Transfer Learning (8,172) Few-Shot Learning (2,681) Meta-Learning (1,719) Federated Learning (1,560) Zero-Shot Learning (878) Continual Learning (189) Domain Adaptation (184) Self-Supervised Learning (158) Active Learning (154) Multi-Task Learning (145) Semi-Supervised Learning (86) In-Context Learning (53) Unsupervised Learning (53) Domain Generalization (26) Weakly Supervised Learning (23)

Papers per year

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12

24

14

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29

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32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

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Papers (including subtopics)

Constrained Deep Transfer Feature Learning and Its Applications CVPR 2016 Corpus Fusion for Emotion Classification COLING 2016 Cross-Lingual Speaker Adaptation for Statistical Speech Synthesis Using Limited Data Interspeech 2016 Cross Modal Distillation for Supervision Transfer CVPR 2016 Cross-Stitch Networks for Multi-Task Learning CVPR 2016 Deep Neural Network Based Acoustic-to-Articulatory Inversion Using Phone Sequence Information Interspeech 2016 Distributed Clustering of Linear Bandits in Peer to Peer Networks ICML 2016 Distributed Multi-Task Learning AISTATS 2016 DNN-Based Speaker Clustering for Speaker Diarisation Interspeech 2016 Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding Interspeech 2016 Domain Separation Networks NeurIPS 2016 Efficient Thai Grapheme-to-Phoneme Conversion Using CRF-Based Joint Sequence Modeling Interspeech 2016 Electronic Health Record Analysis via Deep Poisson Factor Models JMLR 2016 Enhancing Multilingual Recognition of Emotion in Speech by Language Identification Interspeech 2016 Exploiting Phone Log-Likelihood Ratio Features for the Detection of the Native Language of Non-Native English Speakers Interspeech 2016 Exploring Distributional Representations and Machine Translation for Aspect-based Cross-lingual Sentiment Classification. COLING 2016 FireCaffe: Near-Linear Acceleration of Deep Neural Network Training on Compute Clusters CVPR 2016 Gaussian process nonparametric tensor estimator and its minimax optimality ICML 2016 Generative Adversarial Imitation Learning NeurIPS 2016 Geometric Dirichlet Means Algorithm for topic inference NeurIPS 2016 GLASSES: Relieving The Myopia Of Bayesian Optimisation AISTATS 2016 Hierarchical Permutation Complexity for Word Order Evaluation COLING 2016 Improving Deep Neural Networks Based Speaker Verification Using Unlabeled Data Interspeech 2016 Improving i-Vector and PLDA Based Speaker Clustering with Long-Term Features Interspeech 2016 Inverse Reinforcement Learning with Simultaneous Estimation of Rewards and Dynamics AISTATS 2016