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)

Robust Knowledge Transfer via Hybrid Forward on the Teacher-Student Model AAAI 2021 Robust Multi-Modal Policies for Industrial Assembly via Reinforcement Learning and Demonstrations: A Large-Scale Study RSS 2021 Robust Spatio-Temporal Purchase Prediction via Deep Meta Learning AAAI 2021 Robust Transfer Learning with Pretrained Language Models through Adapters ACL 2021 RODNet: Radar Object Detection Using Cross-Modal Supervision WACV 2021 Role of Language Relatedness in Multilingual Fine-tuning of Language Models: A Case Study in Indo-Aryan Languages EMNLP 2021 RRL: Resnet as representation for Reinforcement Learning ICML 2021 RTFE: A Recursive Temporal Fact Embedding Framework for Temporal Knowledge Graph Completion NAACL 2021 RW-KD: Sample-wise Loss Terms Re-Weighting for Knowledge Distillation EMNLP 2021 SAFFRON: tranSfer leArning For Food-disease RelatiOn extractioN NAACL 2021 SagaNet: A Small Sample Gated Network for Pediatric Cancer Diagnosis ICML 2021 Sageflow: Robust Federated Learning against Both Stragglers and Adversaries NeurIPS 2021 Saliency-based Multi-View Mixed Language Training for Zero-shot Cross-lingual Classification EMNLP 2021 SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning NeurIPS 2021 Sample Efficient Detection and Classification of Adversarial Attacks via Self-Supervised Embeddings ICCV 2021 Sample-efficient Linguistic Generalizations through Program Synthesis: Experiments with Phonology Problems ACL 2021 Samsung R&D Institute Poland submission to WAT 2021 Indic Language Multilingual Task ACL 2021 SarcasmDet at SemEval-2021 Task 7: Detect Humor and Offensive based on Demographic Factors using RoBERTa Pre-trained Model SemEval 2021 SaRoCo: Detecting Satire in a Novel Romanian Corpus of News Articles ACL 2021 SB_NITK at MEDIQA 2021: Leveraging Transfer Learning for Question Summarization in Medical Domain NAACL 2021 Scalable Differential Privacy With Sparse Network Finetuning CVPR 2021 Scalable Diverse Model Selection for Accessible Transfer Learning NeurIPS 2021 Scalable Few-Shot Learning of Robust Biomedical Name Representations NAACL 2021 Scalable Neural Data Server: A Data Recommender for Transfer Learning NeurIPS 2021 Scalable Transfer Learning with Expert Models ICLR 2021