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)

ArgInstruct: Specialized Instruction Fine-Tuning for Computational Argumentation ACL 2025 A Rigorous Evaluation of LLM Data Generation Strategies for Low-Resource Languages EMNLP 2025 ArticuBot: Learning Universal Articulated Object Manipulation Policy via Large Scale Simulation RSS 2025 Artificial Intelligence in Spectroscopy: Advancing Chemistry from Prediction To Generation and Beyond IJCAI 2025 A Sample-Level Evaluation and Generative Framework for Model Inversion Attacks AAAI 2025 ASAP: Aligning Simulation and Real-World Physics for Learning Agile Humanoid Whole-Body Skills RSS 2025 A-SEA3𝐋-QA: A Fully Automated Self-Evolving, Adversarial Workflow for Arabic Long-Context Question-Answer Generation EMNLP 2025 A Second-Order Perspective on Model Compositionality and Incremental Learning ICLR 2025 A Semantic-Aware Layer-Freezing Approach to Computation-Efficient Fine-Tuning of Language Models ACL 2025 A Simple and Comprehensive Benchmark for Single-Cell Transcriptomics AAAI 2025 A Simple-but-Effective Baseline for Training-Free Class-Agnostic Counting WACV 2025 A Simple Data Augmentation for Feature Distribution Skewed Federated Learning CVPR 2025 A Simple Framework for Open-Vocabulary Zero-Shot Segmentation ICLR 2025 A Simple-Yet-Efficient Instruction Augmentation Method for Zero-Shot Sentiment Classification COLING 2025 Aspect-Oriented Summarization for Psychiatric Short-Term Readmission Prediction EMNLP 2025 As Pseudo-Label Free as Possible: Leveraging Adaptive Feature Generation for Sparsely Annotated Object Detection AAAI 2025 Assessing and Learning Alignment of Unimodal Vision and Language Models CVPR 2025 Assessing Pre-Trained Models for Transfer Learning Through Distribution of Spectral Components AAAI 2025 Assimilation and Accommodation: Task-Adaptive Hierarchical Abstraction for Solving Web Tasks ACL 2025 A Stochastic Approach to Bi-Level Optimization for Hyperparameter Optimization and Meta Learning AAAI 2025 A Survey of RAG-Reasoning Systems in Large Language Models EMNLP 2025 Asynchronous Federated Reinforcement Learning with Policy Gradient Updates: Algorithm Design and Convergence Analysis ICLR 2025 Asynchronous RLHF: Faster and More Efficient Off-Policy RL for Language Models ICLR 2025 ATAIGI: An AI-Powered Multimodal Learning App Leveraging Generative Models for Low-Resource Taiwanese Hokkien NAACL 2025 ATAS: Any-to-Any Self-Distillation for Enhanced Open-Vocabulary Dense Prediction ICCV 2025