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)

Parameter Efficient Adaptation for Image Restoration with Heterogeneous Mixture-of-Experts NeurIPS 2024 Parameter-efficient Adaptation of Multilingual Multimodal Models for Low-resource ASR EMNLP 2024 Parameter-Efficient Fine-Tuning of LLaMA for the Clinical Domain NAACL 2024 Parameter-Efficient Instruction Tuning of Large Language Models For Extreme Financial Numeral Labelling NAACL 2024 Parameter-Efficient Transfer Learning for End-to-end Speech Translation COLING 2024 Parameterized Quasi-Physical Simulators for Dexterous Manipulations Transfer ECCV 2024 PaReNT (Parent Retrieval Neural Tool): A Deep Dive into Word Formation across Languages COLING 2024 Parrot: Enhancing Multi-Turn Instruction Following for Large Language Models ACL 2024 Part-aware Unified Representation of Language and Skeleton for Zero-shot Action Recognition CVPR 2024 Patch-Prompt Aligned Bayesian Prompt Tuning for Vision-Language Models UAI 2024 PathAsst: A Generative Foundation AI Assistant towards Artificial General Intelligence of Pathology AAAI 2024 PDAMeta: Meta-Learning Framework with Progressive Data Augmentation for Few-Shot Text Classification COLING 2024 PEAC: Unsupervised Pre-training for Cross-Embodiment Reinforcement Learning NeurIPS 2024 PEEB: Part-based Image Classifiers with an Explainable and Editable Language Bottleneck NAACL 2024 PeFLL: Personalized Federated Learning by Learning to Learn ICLR 2024 PEGASUS: Personalized Generative 3D Avatars with Composable Attributes CVPR 2024 PELMS: Pre-training for Effective Low-Shot Multi-Document Summarization NAACL 2024 PerAda: Parameter-Efficient Federated Learning Personalization with Generalization Guarantees CVPR 2024 PERSONA: an application for emotion recognition, gender recognition and age estimation Interspeech 2024 Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Models NeurIPS 2024 Personalized Federated Learning for Cross-City Traffic Prediction IJCAI 2024 Personalized Federated Learning for Text Classification with Gradient-Free Prompt Tuning NAACL 2024 Personalized Federated Learning via Feature Distribution Adaptation NeurIPS 2024 Personalized Federated Learning with Mixture of Models for Adaptive Prediction and Model Fine-Tuning NeurIPS 2024 Personalized Federated X-armed Bandit AISTATS 2024