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)

Zero-Shot Transfer with Deictic Object-Oriented Representation in Reinforcement Learning NeurIPS 2018 3D Face Morphable Models "In-The-Wild" CVPR 2017 AccGenSVM: Selectively Transferring from Previous Hypotheses IJCAI 2017 Accurately and Efficiently Interpreting Human-Robot Instructions of Varying Granularities RSS 2017 A Challenge Set Approach to Evaluating Machine Translation EMNLP 2017 A Continuously Growing Dataset of Sentential Paraphrases EMNLP 2017 Active Exploration for Learning Symbolic Representations NeurIPS 2017 Active Learning from Peers NeurIPS 2017 AdaNet: Adaptive Structural Learning of Artificial Neural Networks ICML 2017 Adaptive Active Hypothesis Testing under Limited Information NeurIPS 2017 Adaptively Unified Semi-supervised Learning for Cross-Modal Retrieval IJCAI 2017 Adaptive Submodularity with Varying Query Sets: An Application to Active Multi-label Learning ALT 2017 Adversarial Multi-Criteria Learning for Chinese Word Segmentation ACL 2017 A Generative Parser with a Discriminative Recognition Algorithm ACL 2017 A Gift From Knowledge Distillation: Fast Optimization, Network Minimization and Transfer Learning CVPR 2017 A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks EMNLP 2017 A Meta-Learning Perspective on Cold-Start Recommendations for Items NeurIPS 2017 An Empirical Bayes Approach to Optimizing Machine Learning Algorithms NeurIPS 2017 An Extensive Empirical Evaluation of Character-Based Morphological Tagging for 14 Languages EACL 2017 An Investigation of Deep Neural Networks for Multilingual Speech Recognition Training and Adaptation Interspeech 2017 Approaches for Neural-Network Language Model Adaptation Interspeech 2017 Areal and Phylogenetic Features for Multilingual Speech Synthesis Interspeech 2017 A Semi-Supervised Learning Approach for Acoustic-Prosodic Personality Perception in Under-Resourced Domains Interspeech 2017 Asynchronous Distributed Variational Gaussian Process for Regression ICML 2017 Asynchronous Parallel Coordinate Minimization for MAP Inference NeurIPS 2017