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)

Multi-Pair Text Style Transfer for Unbalanced Data via Task-Adaptive Meta-Learning ACL 2021 Multiple Instance Captioning: Learning Representations From Histopathology Textbooks and Articles CVPR 2021 Multiple Tasks Integration: Tagging, Syntactic and Semantic Parsing as a Single Task EACL 2021 multiPRover: Generating Multiple Proofs for Improved Interpretability in Rule Reasoning NAACL 2021 MultiReQA: A Cross-Domain Evaluation forRetrieval Question Answering Models EACL 2021 Multi-Source Domain Adaptation With Collaborative Learning for Semantic Segmentation CVPR 2021 Multi-task Actor-Critic with Knowledge Transfer via a Shared Critic ACML 2021 Multi-task and meta-learning with sparse linear bandits UAI 2021 Multi-Task Learning of Generation and Classification for Emotion-Aware Dialogue Response Generation NAACL 2021 Multi-task Learning to Enable Location Mention Identification in the Early Hours of a Crisis Event EMNLP 2021 Multi-Task Reinforcement Learning with Context-based Representations ICML 2021 Multi-Task Retrieval for Knowledge-Intensive Tasks ACL 2021 Multi-View Cross-Lingual Structured Prediction with Minimum Supervision ACL 2021 Muppet: Massive Multi-task Representations with Pre-Finetuning EMNLP 2021 MURAL: Meta-Learning Uncertainty-Aware Rewards for Outcome-Driven Reinforcement Learning ICML 2021 Mutual CRF-GNN for Few-Shot Learning CVPR 2021 Mutual-Learning Improves End-to-End Speech Translation EMNLP 2021 MVSNeRF: Fast Generalizable Radiance Field Reconstruction From Multi-View Stereo ICCV 2021 My House, My Rules: Learning Tidying Preferences with Graph Neural Networks CoRL 2021 NASOA: Towards Faster Task-Oriented Online Fine-Tuning With a Zoo of Models ICCV 2021 Nearest Neighbor Classifier Embedded Network for Active Learning AAAI 2021 Nearest Neighbour Few-Shot Learning for Cross-lingual Classification EMNLP 2021 Near Lossless Transfer Learning for Spiking Neural Networks AAAI 2021 (Nearly) Dimension Independent Private ERM with AdaGrad Rates\{via Publicly Estimated Subspaces COLT 2021 Near Optimal Distributed Learning of Halfspaces with Two Parties COLT 2021