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)

Robust Optimization over Multiple Domains AAAI 2019 RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets AAAI 2019 S4G: Amodal Single-view Single-Shot SE(3) Grasp Detection in Cluttered Scenes CoRL 2019 Sakura: Large-scale Incorrect Example Retrieval System for Learners of Japanese as a Second Language ACL 2019 Sample Efficient Active Learning of Causal Trees NeurIPS 2019 Sample Efficient Adaptive Text-to-Speech ICLR 2019 Sample Efficient Imitation Learning for Continuous Control ICLR 2019 Scalable Bayesian Non-linear Matrix Completion IJCAI 2019 Scalable Deep Generative Relational Model with High-Order Node Dependence NeurIPS 2019 Scalable Methods for Annotating Legal-Decision Corpora NAACL 2019 Scalable, Semi-Supervised Extraction of Structured Information from Scientific Literature NAACL 2019 Scalable Syntax-Aware Language Models Using Knowledge Distillation ACL 2019 Scoring Sentence Singletons and Pairs for Abstractive Summarization ACL 2019 SC-UPB at the VarDial 2019 Evaluation Campaign: Moldavian vs. Romanian Cross-Dialect Topic Identification NAACL 2019 Segmentation of Argumentative Texts with Contextualised Word Representations ACL 2019 Self-Supervised Generalisation with Meta Auxiliary Learning NeurIPS 2019 Self-Supervised Learning for Contextualized Extractive Summarization ACL 2019 Self-Supervised Learning of 3D Human Pose Using Multi-View Geometry CVPR 2019 Semantically Aligned Bias Reducing Zero Shot Learning CVPR 2019 Semantic-Aware Knowledge Preservation for Zero-Shot Sketch-Based Image Retrieval ICCV 2019 Semantic Characterization of Data Services through Ontologies IJCAI 2019 Semantic-Guided Multi-Attention Localization for Zero-Shot Learning NeurIPS 2019 Semantic Projection Network for Zero- and Few-Label Semantic Segmentation CVPR 2019 Semi-Cyclic Stochastic Gradient Descent ICML 2019 Semi-Parametric Sampling for Stochastic Bandits with Many Arms AAAI 2019