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)

Revitalization of Indigenous Languages through Pre-processing and Neural Machine Translation: The case of Inuktitut COLING 2020 RIFLE: Backpropagation in Depth for Deep Transfer Learning through Re-Initializing the Fully-connected LayEr ICML 2020 RoBERT – A Romanian BERT Model COLING 2020 RoboTHOR: An Open Simulation-to-Real Embodied AI Platform CVPR 2020 Robust Data Programming with Precision-guided Labeling Functions AAAI 2020 Robust Federated Learning via Collaborative Machine Teaching AAAI 2020 Robustifying Sequential Neural Processes ICML 2020 Robust Meta-learning for Mixed Linear Regression with Small Batches NeurIPS 2020 Robust Quadrupedal Locomotion on Sloped Terrains: A Linear Policy Approach CoRL 2020 ROSS: Robust Learning of One-shot 3D Shape Segmentation WACV 2020 S2IGAN: Speech-to-Image Generation via Adversarial Learning Interspeech 2020 SCAFFOLD: Stochastic Controlled Averaging for Federated Learning ICML 2020 Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering EMNLP 2020 Scaling Systematic Literature Reviews with Machine Learning Pipelines EMNLP 2020 Scene-Adaptive Video Frame Interpolation via Meta-Learning CVPR 2020 SciWING– A Software Toolkit for Scientific Document Processing EMNLP 2020 Search to Distill: Pearls Are Everywhere but Not the Eyes CVPR 2020 Second Order Optimality in Decentralized Non-Convex Optimization via Perturbed Gradient Tracking NeurIPS 2020 Selective Transfer With Reinforced Transfer Network for Partial Domain Adaptation CVPR 2020 Self-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction AAAI 2020 Self-Learning With Rectification Strategy for Human Parsing CVPR 2020 Self-supervised Auxiliary Learning with Meta-paths for Heterogeneous Graphs NeurIPS 2020 Self-Supervised Deep Visual Odometry With Online Adaptation CVPR 2020 Self-Supervised Domain-Aware Generative Network for Generalized Zero-Shot Learning CVPR 2020 Self-Supervised Few-Shot Learning on Point Clouds NeurIPS 2020