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)

Example-Driven Intent Prediction with Observers NAACL 2021 Explaining heterogeneity in medial entorhinal cortex with task-driven neural networks NeurIPS 2021 Explicit Alignment Objectives for Multilingual Bidirectional Encoders NAACL 2021 Explicitly Capturing Relations between Entity Mentions via Graph Neural Networks for Domain-specific Named Entity Recognition ACL 2021 Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation ICCV 2021 Exploiting Auxiliary Data for Offensive Language Detection with Bidirectional Transformers ACL 2021 Exploiting a Zoo of Checkpoints for Unseen Tasks NeurIPS 2021 Exploiting Cloze-Questions for Few-Shot Text Classification and Natural Language Inference EACL 2021 Exploiting Domain-Specific Features to Enhance Domain Generalization NeurIPS 2021 Exploiting Language Relatedness for Low Web-Resource Language Model Adaptation: An Indic Languages Study ACL 2021 Exploiting Shared Representations for Personalized Federated Learning ICML 2021 Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation NeurIPS 2021 Exploration in Approximate Hyper-State Space for Meta Reinforcement Learning ICML 2021 Exploring a Unified Sequence-To-Sequence Transformer for Medical Product Safety Monitoring in Social Media EMNLP 2021 Exploring Auxiliary Reasoning Tasks for Task-oriented Dialog Systems with Meta Cooperative Learning AAAI 2021 Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning CVPR 2021 Exploring Multitask Learning for Low-Resource Abstractive Summarization EMNLP 2021 Exploring Strategies for Generalizable Commonsense Reasoning with Pre-trained Models EMNLP 2021 Exploring Transfer Learning For End-to-End Spoken Language Understanding AAAI 2021 Exposing the limits of Zero-shot Cross-lingual Hate Speech Detection ACL 2021 Expressive Power of Invariant and Equivariant Graph Neural Networks ICLR 2021 Extracting Events from Industrial Incident Reports ACL 2021 FAPIS: A Few-Shot Anchor-Free Part-Based Instance Segmenter CVPR 2021 Fast Adaptation with Linearized Neural Networks AISTATS 2021 Fast and Efficient DNN Deployment via Deep Gaussian Transfer Learning ICCV 2021