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)

DeepI2I: Enabling Deep Hierarchical Image-to-Image Translation by Transferring from GANs NeurIPS 2020 Deep Imitation Learning for Bimanual Robotic Manipulation NeurIPS 2020 Deep Learning Based Assessment of Synthetic Speech Naturalness Interspeech 2020 DeepMet: A Reading Comprehension Paradigm for Token-level Metaphor Detection ACL 2020 Deep Streaming Label Learning ICML 2020 DeezyMatch: A Flexible Deep Learning Approach to Fuzzy String Matching EMNLP 2020 DeGAN: Data-Enriching GAN for Retrieving Representative Samples from a Trained Classifier AAAI 2020 DEPARA: Deep Attribution Graph for Deep Knowledge Transferability CVPR 2020 Detecting Extrapolation with Local Ensembles ICLR 2020 Detecting Foodborne Illness Complaints in Multiple Languages Using English Annotations Only EMNLP 2020 Detecting Non-literal Translations by Fine-tuning Cross-lingual Pre-trained Language Models COLING 2020 Detecting Semantic Anomalies AAAI 2020 Detecting Urgency Status of Crisis Tweets: A Transfer Learning Approach for Low Resource Languages COLING 2020 Determining the Possibility of Transfer Learning in Deep Reinforcement Learning Using Grad-CAM (Student Abstract) AAAI 2020 Developing a New Classifier for Automated Identification of Incivility in Social Media EMNLP 2020 Developing Personalized Models of Blood Pressure Estimation from Wearable Sensors Data Using Minimally-trained Domain Adversarial Neural Networks MLHC 2020 Dialogue Generation on Infrequent Sentence Functions via Structured Meta-Learning EMNLP 2020 Differentiable Augmentation for Data-Efficient GAN Training NeurIPS 2020 Differentiable Meta-Learning Model for Few-Shot Semantic Segmentation AAAI 2020 Differentiable Meta-Learning of Bandit Policies NeurIPS 2020 Differentially-Private Federated Linear Bandits NeurIPS 2020 Differentially Private Meta-Learning ICLR 2020 DIRL: Domain-Invariant Representation Learning for Sim-to-Real Transfer CoRL 2020 Discovering Human Interactions With Novel Objects via Zero-Shot Learning CVPR 2020 Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference EMNLP 2020