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

'10

'15

'20

'25

Papers (including subtopics)

Unsupervised Hierarchy Matching with Optimal Transport over Hyperbolic Spaces AISTATS 2020 Unsupervised Learning of Lagrangian Dynamics from Images for Prediction and Control NeurIPS 2020 Unsupervised Nonlinear Feature Selection from High-Dimensional Signed Networks AAAI 2020 Unsupervised Reinforcement Learning of Transferable Meta-Skills for Embodied Navigation CVPR 2020 Unsupervised Transfer Learning for Spatiotemporal Predictive Networks ICML 2020 UPB at SemEval-2020 Task 11: Propaganda Detection with Domain-Specific Trained BERT SemEval 2020 UPB at SemEval-2020 Task 12: Multilingual Offensive Language Detection on Social Media by Fine-tuning a Variety of BERT-based Models SemEval 2020 UPB at SemEval-2020 Task 8: Joint Textual and Visual Modeling in a Multi-Task Learning Architecture for Memotion Analysis SemEval 2020 UPB at SemEval-2020 Task 9: Identifying Sentiment in Code-Mixed Social Media Texts Using Transformers and Multi-Task Learning SemEval 2020 Using Eye-tracking Data to Predict the Readability of Brazilian Portuguese Sentences in Single-task, Multi-task and Sequential Transfer Learning Approaches COLING 2020 Using the Past Knowledge to Improve Sentiment Classification EMNLP 2020 Variational Imitation Learning with Diverse-quality Demonstrations ICML 2020 Variational Metric Scaling for Metric-Based Meta-Learning AAAI 2020 VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning ICLR 2020 ViewAL: Active Learning With Viewpoint Entropy for Semantic Segmentation CVPR 2020 Vision-Language Navigation With Self-Supervised Auxiliary Reasoning Tasks CVPR 2020 Visual Domain Adaptation by Consensus-Based Transfer to Intermediate Domain AAAI 2020 Visually Grounded Continual Learning of Compositional Phrases EMNLP 2020 VoiceID on the Fly: A Speaker Recognition System that Learns from Scratch Interspeech 2020 vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations ICLR 2020 WantWords: An Open-source Online Reverse Dictionary System EMNLP 2020 Warren at SemEval-2020 Task 4: ALBERT and Multi-Task Learning for Commonsense Validation SemEval 2020 Watch, Try, Learn: Meta-Learning from Demonstrations and Rewards ICLR 2020 Weakly-Supervised Domain Adaptation via GAN and Mesh Model for Estimating 3D Hand Poses Interacting Objects CVPR 2020 Weakly Supervised Few-shot Object Segmentation using Co-Attention with Visual and Semantic Embeddings IJCAI 2020