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)

OW-DETR: Open-World Detection Transformer CVPR 2022 PAC-Net: A Model Pruning Approach to Inductive Transfer Learning ICML 2022 PAC Prediction Sets for Meta-Learning NeurIPS 2022 PAIC at SemEval-2022 Task 5: Multi-Modal Misogynous Detection in MEMES with Multi-Task Learning And Multi-model Fusion SemEval 2022 PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion EMNLP 2022 PAnDR: Fast Adaptation to New Environments from Offline Experiences via Decoupling Policy and Environment Representations IJCAI 2022 Panoptic Neural Fields: A Semantic Object-Aware Neural Scene Representation CVPR 2022 Para-CFlows: C^k-universal diffeomorphism approximators as superior neural surrogates NeurIPS 2022 Parameter-Efficient Legal Domain Adaptation EMNLP 2022 Parameter Efficient Transfer Learning for Suicide Attempt and Ideation Detection EMNLP 2022 Parameter-Efficient Tuning Makes a Good Classification Head EMNLP 2022 Parameter-free Automatically Prompting: A Latent Pseudo Label Mapping Model for Prompt-based Learning EMNLP 2022 Parameter-Free Online Test-Time Adaptation CVPR 2022 Partially Humanizing Weak Supervision: Towards a Better Low Resource Pipeline for Spoken Language Understanding EMNLP 2022 Pathologies of Pre-trained Language Models in Few-shot Fine-tuning ACL 2022 Patient-friendly Clinical Notes: Towards a new Text Simplification Dataset EMNLP 2022 PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding EMNLP 2022 Perceiver-Actor: A Multi-Task Transformer for Robotic Manipulation CoRL 2022 PerKGQA: Question Answering over Personalized Knowledge Graphs NAACL 2022 PERSONACHATGEN: Generating Personalized Dialogues using GPT-3 COLING 2022 Personalization Improves Privacy-Accuracy Tradeoffs in Federated Learning ICML 2022 Personalized Federated Learning through Local Memorization ICML 2022 Personalized Federated Learning towards Communication Efficiency, Robustness and Fairness NeurIPS 2022 Personalized Federated Learning via Variational Bayesian Inference ICML 2022 Personalized Federated Learning With a Graph IJCAI 2022