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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66

53

67

103

206

482

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1,124

1,566

1,867

2,410

2,658

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Papers (including subtopics)

Teacher Guided Architecture Search ICCV 2019 Team Jack Ryder at SemEval-2019 Task 4: Using BERT Representations for Detecting Hyperpartisan News SemEval 2019 Teleoperator Imitation with Continuous-Time Safety RSS 2019 Tensor Monte Carlo: Particle Methods for the GPU era NeurIPS 2019 Testing the Generalization Power of Neural Network Models across NLI Benchmarks ACL 2019 Text Categorization by Learning Predominant Sense of Words as Auxiliary Task ACL 2019 Text Emotion Distribution Learning from Small Sample: A Meta-Learning Approach EMNLP 2019 Text Length Adaptation in Sentiment Classification ACML 2019 The Best of Both Modes: Separately Leveraging RGB and Depth for Unseen Object Instance Segmentation CoRL 2019 The Cells Out of Sample (COOS) dataset and benchmarks for measuring out-of-sample generalization of image classifiers NeurIPS 2019 The Label Complexity of Active Learning from Observational Data NeurIPS 2019 The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection ACL 2019 The University of Maryland’s Kazakh-English Neural Machine Translation System at WMT19 ACL 2019 Third-Person Visual Imitation Learning via Decoupled Hierarchical Controller NeurIPS 2019 Thompson Sampling and Approximate Inference NeurIPS 2019 TibGM: A Transferable and Information-Based Graphical Model Approach for Reinforcement Learning ICML 2019 Topic-Aware Dialogue Speech Recognition with Transfer Learning Interspeech 2019 To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks ACL 2019 Towards Architecture-Agnostic Neural Transfer: a Knowledge-Enhanced Approach IJCAI 2019 Towards augmenting crisis counselor training by improving message retrieval NAACL 2019 Towards Bilingual Lexicon Discovery From Visually Grounded Speech Audio Interspeech 2019 Tracking Without Bells and Whistles ICCV 2019 Training Deep Networks on Domain Randomized Synthetic X-ray Data for Cardiac Interventions MIDL 2019 Transductive Episodic-Wise Adaptive Metric for Few-Shot Learning ICCV 2019 Transductive Zero-Shot Learning via Visual Center Adaptation AAAI 2019