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

3

2

4

12

24

14

20

29

31

32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

'5

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Papers (including subtopics)

Multivariate Regression on the Grassmannian for Predicting Novel Domains CVPR 2016 Neurons Equipped with Intrinsic Plasticity Learn Stimulus Intensity Statistics NeurIPS 2016 Object based Scene Representations using Fisher Scores of Local Subspace Projections NeurIPS 2016 On Discriminative Framework for Single Channel Audio Source Separation Interspeech 2016 One-Shot Generalization in Deep Generative Models ICML 2016 On the Correlation and Transferability of Features Between Automatic Speech Recognition and Speech Emotion Recognition Interspeech 2016 Parallel Dictionary Learning for Voice Conversion Using Discriminative Graph-Embedded Non-Negative Matrix Factorization Interspeech 2016 Parameter estimation of Japanese predicate argument structure analysis model using eye gaze information COLING 2016 PersoNER: Persian Named-Entity Recognition COLING 2016 Search Improves Label for Active Learning NeurIPS 2016 Semi-Supervised and Cross-Lingual Knowledge Transfer Learnings for DNN Hybrid Acoustic Models Under Low-Resource Conditions Interspeech 2016 Semi Supervised Preposition-Sense Disambiguation using Multilingual Data COLING 2016 Semi-Supervised Speaker Adaptation for In-Vehicle Speech Recognition with Deep Neural Networks Interspeech 2016 Semi-Supervised Vocabulary-Informed Learning CVPR 2016 Showing versus doing: Teaching by demonstration NeurIPS 2016 Sincerity and Deception in Speech: Two Sides of the Same Coin? A Transfer- and Multi-Task Learning Perspective Interspeech 2016 Smooth Imitation Learning for Online Sequence Prediction ICML 2016 SNR-Aware Convolutional Neural Network Modeling for Speech Enhancement Interspeech 2016 Speakers In The Wild (SITW): The QUT Speaker Recognition System Interspeech 2016 Stochastic Variational Deep Kernel Learning NeurIPS 2016 Talking with Kids Really Matters: Early Language Experience Shapes Later Life Chances Interspeech 2016 The Benefit of Multitask Representation Learning JMLR 2016 The Parallel Knowledge Gradient Method for Batch Bayesian Optimization NeurIPS 2016 The Role of Intrinsic Motivation in Artificial Language Emergence: a Case Study on Colour COLING 2016 THU-EE System Description for NIST LRE 2015 Interspeech 2016