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)

StablePT : Towards Stable Prompting for Few-shot Learning via Input Separation EMNLP 2024 STAF: Pushing the Boundaries of Test-Time Adaptation towards Practical Noise Scenarios COLING 2024 Stakeholder-oriented Decision Support for Auction-based Federated Learning IJCAI 2024 STAMP: Outlier-Aware Test-Time Adaptation with Stable Memory Replay ECCV 2024 StanceCrafters at StanceEval2024: Multi-task Stance Detection using BERT Ensemble with Attention Based Aggregation ACL 2024 Stance Reasoner: Zero-Shot Stance Detection on Social Media with Explicit Reasoning COLING 2024 STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models AAAI 2024 Statistical Estimation in the Spiked Tensor Model via the Quantum Approximate Optimization Algorithm NeurIPS 2024 Stochastic Controlled Averaging for Federated Learning with Communication Compression ICLR 2024 Stochastic Neural Simulator for Generalizing Dynamical Systems across Environments IJCAI 2024 Stochastic Smoothed Gradient Descent Ascent for Federated Minimax Optimization AISTATS 2024 Stop! Planner Time: Metareasoning for Probabilistic Planning Using Learned Performance Profiles AAAI 2024 Strengthening Structural Inductive Biases by Pre-training to Perform Syntactic Transformations EMNLP 2024 Strengthening the WiC: New Polysemy Dataset in Hindi and Lack of Cross Lingual Transfer COLING 2024 Stress-Testing Capability Elicitation With Password-Locked Models NeurIPS 2024 Stronger, Lighter, Better: Towards Life-Long Attribute Value Extraction for E-Commerce Products ACL 2024 Structure-aware Fine-tuning for Code Pre-trained Models COLING 2024 Structure-aware Generation Model for Cross-Domain Aspect-based Sentiment Classification COLING 2024 Structured Chain-of-Thought Prompting for Few-Shot Generation of Content-Grounded QA Conversations EMNLP 2024 Structured Model Probing: Empowering Efficient Transfer Learning by Structured Regularization CVPR 2024 Structured Optimal Variational Inference for Dynamic Latent Space Models JMLR 2024 Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text EMNLP 2024 Students’ Perceptions and Preferences of Generative Artificial Intelligence Feedback for Programming AAAI 2024 Style Adaptation and Uncertainty Estimation for Multi-Source Blended-Target Domain Adaptation NeurIPS 2024 StyleSinger: Style Transfer for Out-of-Domain Singing Voice Synthesis AAAI 2024