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)

Improving Zero-Shot Multilingual Translation with Universal Representations and Cross-Mapping EMNLP 2022 In-BoXBART: Get Instructions into Biomedical Multi-Task Learning NAACL 2022 In-Context Learning for Few-Shot Dialogue State Tracking EMNLP 2022 Incorporating Medical Knowledge to Transformer-based Language Models for Medical Dialogue Generation ACL 2022 Incorporating the Rhetoric of Scientific Language into Sentence Embeddings using Phrase-guided Distant Supervision and Metric Learning COLING 2022 Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces NeurIPS 2022 Incremental Learning in Semantic Segmentation From Image Labels CVPR 2022 IndicBART: A Pre-trained Model for Indic Natural Language Generation ACL 2022 IndicXNLI: Evaluating Multilingual Inference for Indian Languages EMNLP 2022 Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning EMNLP 2022 Inductive Relation Prediction by BERT AAAI 2022 Infinite Recommendation Networks: A Data-Centric Approach NeurIPS 2022 Information Augmentation for Few-shot Node Classification IJCAI 2022 Information Gain Propagation: a New Way to Graph Active Learning with Soft Labels ICLR 2022 Information Injection to Deep Learning Solutions in Knowledge Transfer IJCAI 2022 Information-Theoretic Analysis of Epistemic Uncertainty in Bayesian Meta-learning AISTATS 2022 Infusing Knowledge from Wikipedia to Enhance Stance Detection ACL 2022 Injecting Domain Knowledge from Empirical Interatomic Potentials to Neural Networks for Predicting Material Properties NeurIPS 2022 Injecting Domain Knowledge in Language Models for Task-oriented Dialogue Systems EMNLP 2022 Injecting Semantic Concepts Into End-to-End Image Captioning CVPR 2022 Innovators @ SMM4H’22: An Ensembles Approach for self-reporting of COVID-19 Vaccination Status Tweets COLING 2022 Inpaint2Learn: A Self-Supervised Framework for Affordance Learning WACV 2022 Instance-Guided Prompt Learning for Few-Shot Text Matching EMNLP 2022 Instilling Type Knowledge in Language Models via Multi-Task QA NAACL 2022 InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning EMNLP 2022