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)

Graph Denoising Diffusion for Inverse Protein Folding NeurIPS 2023 Graph Domain Adaptation via Theory-Grounded Spectral Regularization ICLR 2023 Graph Neural Networks for Road Safety Modeling: Datasets and Evaluations for Accident Analysis NeurIPS 2023 Graph of Circuits with GNN for Exploring the Optimal Design Space NeurIPS 2023 GraphPrompt: Graph-Based Prompt Templates for Biomedical Synonym Prediction AAAI 2023 Graph Sampling-based Meta-Learning for Molecular Property Prediction IJCAI 2023 Graphs, Constraints, and Search for the Abstraction and Reasoning Corpus AAAI 2023 Graph-Structured Gaussian Processes for Transferable Graph Learning NeurIPS 2023 Graph Structure Learning on User Mobility Data for Social Relationship Inference AAAI 2023 GreenPLM: Cross-Lingual Transfer of Monolingual Pre-Trained Language Models at Almost No Cost IJCAI 2023 Grounded Entity-Landmark Adaptive Pre-Training for Vision-and-Language Navigation ICCV 2023 GrowCLIP: Data-Aware Automatic Model Growing for Large-scale Contrastive Language-Image Pre-Training ICCV 2023 GuardHFL: Privacy Guardian for Heterogeneous Federated Learning ICML 2023 Guide Your Agent with Adaptive Multimodal Rewards NeurIPS 2023 Guiding Dialogue Agents to Complex Semantic Targets by Dynamically Completing Knowledge Graph ACL 2023 Guiding Pretraining in Reinforcement Learning with Large Language Models ICML 2023 Guiding The Last Layer in Federated Learning with Pre-Trained Models NeurIPS 2023 Guiding Users to Where To Give Color Hints for Efficient Interactive Sketch Colorization via Unsupervised Region Prioritization WACV 2023 GUIT-NLP’s Submission to Shared Task: Low Resource Indic Language Translation EMNLP 2023 GYM at Qur’an QA 2023 Shared Task: Multi-Task Transfer Learning for Quranic Passage Retrieval and Question Answering with Large Language Models EMNLP 2023 Handling Learnwares Developed from Heterogeneous Feature Spaces without Auxiliary Data IJCAI 2023 HANDLOOM: Learned Tracing of One-Dimensional Objects for Inspection and Manipulation CoRL 2023 Handwritten Text Generation From Visual Archetypes CVPR 2023 Hard-Meta-Dataset++: Towards Understanding Few-Shot Performance on Difficult Tasks ICLR 2023 Hard Sample Aware Prompt-Tuning ACL 2023