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)

Task Switching Network for Multi-Task Learning ICCV 2021 Task Uncertainty Loss Reduce Negative Transfer in Asymmetric Multi-task Feature Learning (Student Abstract) AAAI 2021 TaxoClass: Hierarchical Multi-Label Text Classification Using Only Class Names NAACL 2021 TDEER: An Efficient Translating Decoding Schema for Joint Extraction of Entities and Relations EMNLP 2021 Teachable Reinforcement Learning via Advice Distillation NeurIPS 2021 Teaching Keyword Spotters to Spot New Keywords with Limited Examples Interspeech 2021 Teaching with Commentaries ICLR 2021 Team “DaDeFrNi” at CASE 2021 Task 1: Document and Sentence Classification for Protest Event Detection ACL 2021 TeamUNCC@LT-EDI-EACL2021: Hope Speech Detection using Transfer Learning with Transformers EACL 2021 Technical Question Answering across Tasks and Domains NAACL 2021 TempLe: Learning Template of Transitions for Sample Efficient Multi-task RL AAAI 2021 Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media EMNLP 2021 Temporal Relation based Attentive Prototype Network for Few-shot Action Recognition ACML 2021 Test-Time Fast Adaptation for Dynamic Scene Deblurring via Meta-Auxiliary Learning CVPR 2021 Test-Time Personalization with a Transformer for Human Pose Estimation NeurIPS 2021 Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction ACL 2021 TextSETTR: Few-Shot Text Style Extraction and Tunable Targeted Restyling ACL 2021 The Active Sensing Testbed AAAI 2021 The balancing principle for parameter choice in distance-regularized domain adaptation NeurIPS 2021 The Distributed Discrete Gaussian Mechanism for Federated Learning with Secure Aggregation ICML 2021 The Effectiveness of Intermediate-Task Training for Code-Switched Natural Language Understanding EMNLP 2021 The Global Banking Standards QA Dataset (GBS-QA) EMNLP 2021 The Impact of Record Linkage on Learning from Feature Partitioned Data ICML 2021 The Lottery Tickets Hypothesis for Supervised and Self-Supervised Pre-Training in Computer Vision Models CVPR 2021 The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine Translation EMNLP 2021