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)

Group-wise oracle-efficient algorithms for online multi-group learning NeurIPS 2024 GV-Rep: A Large-Scale Dataset for Genetic Variant Representation Learning NeurIPS 2024 Habitus: Boosting Mobile Immersive Content Delivery through Full-body Pose Tracking and Multipath Networking NSDI 2024 Hacking Task Confounder in Meta-Learning IJCAI 2024 Handling Learnwares from Heterogeneous Feature Spaces with Explicit Label Exploitation NeurIPS 2024 Happy: A Debiased Learning Framework for Continual Generalized Category Discovery NeurIPS 2024 Hard Prompts Made Interpretable: Sparse Entropy Regularization for Prompt Tuning with RL ACL 2024 Harnessing Large Language Models as Post-hoc Correctors ACL 2024 Harnessing Meta-Learning for Improving Full-Frame Video Stabilization CVPR 2024 Harnessing the Power of Large Language Model for Uncertainty Aware Graph Processing COLING 2024 Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation ACL 2024 Harnessing the Power of MLLMs for Transferable Text-to-Image Person ReID CVPR 2024 HateCOT: An Explanation-Enhanced Dataset for Generalizable Offensive Speech Detection via Large Language Models EMNLP 2024 HausaHate: An Expert Annotated Corpus for Hausa Hate Speech Detection NAACL 2024 HBUT at #SMM4H 2024 Task1: Extraction and Normalization of Adverse Drug Events with a Large Language Model ACL 2024 HBUT at #SMM4H 2024 Task2: Cross-lingual Few-shot Medical Entity Extraction using a Large Language Model ACL 2024 HELA-VFA: A Hellinger Distance-Attention-Based Feature Aggregation Network for Few-Shot Classification WACV 2024 Heterogeneity-aware Clustered Distributed Learning for Multi-source Data Analysis JMLR 2024 Heterogeneity-Guided Client Sampling: Towards Fast and Efficient Non-IID Federated Learning NeurIPS 2024 Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models EMNLP 2024 Heterogeneous Personalized Federated Learning by Local-Global Updates Mixing via Convergence Rate ICLR 2024 Heterogeneous Test-Time Training for Multi-Modal Person Re-identification AAAI 2024 HGPrompt: Bridging Homogeneous and Heterogeneous Graphs for Few-Shot Prompt Learning AAAI 2024 Hidetsune at SemEval-2024 Task 3: A Simple Textual Approach to Emotion Classification and Emotion Cause Analysis in Conversations Using Machine Learning and Next Sentence Prediction SemEval 2024 Hiding in Plain Sight: Disguising Data Stealing Attacks in Federated Learning ICLR 2024