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

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2,410

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Papers (including subtopics)

Neural Taskonomy: Inferring the Similarity of Task-Derived Representations from Brain Activity NeurIPS 2019 Neural Transfer Learning for Cry-Based Diagnosis of Perinatal Asphyxia Interspeech 2019 NICT’s Machine Translation Systems for the WMT19 Similar Language Translation Task ACL 2019 NICT’s participation to WAT 2019: Multilingualism and Multi-step Fine-Tuning for Low Resource NMT EMNLP 2019 NICT’s Supervised Neural Machine Translation Systems for the WMT19 News Translation Task ACL 2019 NICT’s Supervised Neural Machine Translation Systems for the WMT19 Translation Robustness Task ACL 2019 nocaps: novel object captioning at scale ICCV 2019 Node Embedding over Temporal Graphs IJCAI 2019 Non-Parametric Adaptation for Neural Machine Translation NAACL 2019 Not All Areas Are Equal: Transfer Learning for Semantic Segmentation via Hierarchical Region Selection CVPR 2019 NSIT@NLP4IF-2019: Propaganda Detection from News Articles using Transfer Learning EMNLP 2019 NULI at SemEval-2019 Task 6: Transfer Learning for Offensive Language Detection using Bidirectional Transformers SemEval 2019 Object Instance Annotation With Deep Extreme Level Set Evolution CVPR 2019 ODE2VAE: Deep generative second order ODEs with Bayesian neural networks NeurIPS 2019 OIL: Observational Imitation Learning RSS 2019 On Boosting Single-Frame 3D Human Pose Estimation via Monocular Videos ICCV 2019 On Completing Sparse Knowledge Base with Transitive Relation Embedding AAAI 2019 On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing NAACL 2019 One-Pass Incomplete Multi-View Clustering AAAI 2019 One-Shot Neural Architecture Search via Self-Evaluated Template Network ICCV 2019 One-to-X Analogical Reasoning on Word Embeddings: a Case for Diachronic Armed Conflict Prediction from News Texts ACL 2019 On-Line Adaptative Curriculum Learning for GANs AAAI 2019 Online Influence Maximization with Local Observations ALT 2019 On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters AAAI 2019 Online Meta-Learning ICML 2019