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)

Synthetic Question Value Estimation for Domain Adaptation of Question Answering ACL 2022 System-Agnostic Meta-Learning for MDP-based Dynamic Scheduling via Descriptive Policy AISTATS 2022 T5QL: Taming language models for SQL generation EMNLP 2022 TA2N: Two-Stage Action Alignment Network for Few-Shot Action Recognition AAAI 2022 Tagging Without Rewriting: A Probabilistic Model for Unpaired Sentiment and Style Transfer ACL 2022 Tailoring Visual Object Representations to Human Requirements: A Case Study with a Recycling Robot CoRL 2022 Taming Fat-Tailed (“Heavier-Tailed” with Potentially Infinite Variance) Noise in Federated Learning NeurIPS 2022 TANKBind: Trigonometry-Aware Neural NetworKs for Drug-Protein Binding Structure Prediction NeurIPS 2022 TAPE: Assessing Few-shot Russian Language Understanding EMNLP 2022 Task2Sim: Towards Effective Pre-Training and Transfer From Synthetic Data CVPR 2022 Task-Adaptive Negative Envision for Few-Shot Open-Set Recognition CVPR 2022 Task Adaptive Parameter Sharing for Multi-Task Learning CVPR 2022 Task Affinity with Maximum Bipartite Matching in Few-Shot Learning ICLR 2022 Task-Customized Self-Supervised Pre-training with Scalable Dynamic Routing AAAI 2022 Task Discrepancy Maximization for Fine-Grained Few-Shot Classification CVPR 2022 Task-guided Disentangled Tuning for Pretrained Language Models ACL 2022 Task-level Differentially Private Meta Learning NeurIPS 2022 Task-Level Self-Supervision for Cross-Domain Few-Shot Learning AAAI 2022 TaskMix: Data Augmentation for Meta-Learning of Spoken Intent Understanding AACL 2022 Task Relatedness-Based Generalization Bounds for Meta Learning ICLR 2022 Task Transfer and Domain Adaptation for Zero-Shot Question Answering NAACL 2022 Taxonomy Builder: a Data-driven and User-centric Tool for Streamlining Taxonomy Construction NAACL 2022 TB or not TB? Acoustic cough analysis for tuberculosis classification Interspeech 2022 TCT: Convexifying Federated Learning using Bootstrapped Neural Tangent Kernels NeurIPS 2022 Teacher Forcing Recovers Reward Functions for Text Generation NeurIPS 2022