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)

Uncovering the Limits of Text-based Emotion Detection EMNLP 2021 Understanding Clinical Collaborations Through Federated Classifier Selection MLHC 2021 Understanding Partial Multi-Label Learning via Mutual Information NeurIPS 2021 Understanding the Relationship between Interactions and Outcomes in Human-in-the-Loop Machine Learning IJCAI 2021 Understanding Unintended Memorization in Language Models Under Federated Learning NAACL 2021 UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark AAAI 2021 Uniform Sampling over Episode Difficulty NeurIPS 2021 Unifying Cross-Lingual Semantic Role Labeling with Heterogeneous Linguistic Resources NAACL 2021 UniRE: A Unified Label Space for Entity Relation Extraction ACL 2021 UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data ICML 2021 UniT: Unified Knowledge Transfer for Any-Shot Object Detection and Segmentation CVPR 2021 Universal Joy A Data Set and Results for Classifying Emotions Across Languages EACL 2021 UNKs Everywhere: Adapting Multilingual Language Models to New Scripts EMNLP 2021 Unsupervised Domain Adaptation for Person Re-identification via Heterogeneous Graph Alignment AAAI 2021 Unsupervised Domain Adaptation for Semantic Segmentation by Content Transfer AAAI 2021 Unsupervised Domain Adaptation Method with Semantic-Structural Alignment for Dependency Parsing EMNLP 2021 Unsupervised Embedding Adaptation via Early-Stage Feature Reconstruction for Few-Shot Classification ICML 2021 Unsupervised Few-Shot Action Recognition via Action-Appearance Aligned Meta-Adaptation ICCV 2021 Unsupervised Meta-Domain Adaptation for Fashion Retrieval WACV 2021 Unsupervised Neural Machine Translation for Low-Resource Domains via Meta-Learning ACL 2021 Unsupervised Neural Machine Translation with Universal Grammar EMNLP 2021 Unsupervised Out-of-Domain Detection via Pre-trained Transformers ACL 2021 Unsupervised Pronoun Resolution via Masked Noun-Phrase Prediction ACL 2021 Unsupervised Real-World Super-Resolution: A Domain Adaptation Perspective ICCV 2021 Unsupervised Representation Disentanglement of Text: An Evaluation on Synthetic Datasets ACL 2021