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)

Improving Knowledge Graph Completion with Structure-Aware Supervised Contrastive Learning EMNLP 2024 Improving Language Model Reasoning with Self-motivated Learning COLING 2024 Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint ACL 2024 Improving LLM-based KGQA for multi-hop Question Answering with implicit reasoning in few-shot examples ACL 2024 Improving LoRA in Privacy-preserving Federated Learning ICLR 2024 Improving Low-Resource Keyphrase Generation through Unsupervised Title Phrase Generation COLING 2024 Improving Physics-Augmented Continuum Neural Radiance Field-Based Geometry-Agnostic System Identification with Lagrangian Particle Optimization CVPR 2024 Improving physics-informed neural networks with meta-learned optimization JMLR 2024 Improving PTM Site Prediction by Coupling of Multi-Granularity Structure and Multi-Scale Sequence Representation AAAI 2024 Improving Self-training with Prototypical Learning for Source-Free Domain Adaptation on Clinical Text ACL 2024 Improving Sign Language Production in the Healthcare Domain Using UMLS and Multi-task Learning COLING 2024 Improving Speech-Based Dysarthria Detection using Multi-task Learning with Gradient Projection Interspeech 2024 Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adaptation CVPR 2024 Improving the Robustness of Knowledge-Grounded Dialogue via Contrastive Learning AAAI 2024 Improving Transfer Learning for Early Forecasting of Academic Performance by Contextualizing Language Models NAACL 2024 Improving Viewpoint-Independent Object-Centric Representations through Active Viewpoint Selection NeurIPS 2024 Improving Vision-Language Cross-Lingual Transfer with Scheduled Unfreezing ACL 2024 Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching IJCAI 2024 Improving Zero-shot Generalization of Learned Prompts via Unsupervised Knowledge Distillation ECCV 2024 InaGVAD : A Challenging French TV and Radio Corpus Annotated for Speech Activity Detection and Speaker Gender Segmentation COLING 2024 Incentive-Aware Federated Learning with Training-Time Model Rewards ICLR 2024 Incentivized Truthful Communication for Federated Bandits ICLR 2024 Inconsistency-Based Data-Centric Active Open-Set Annotation AAAI 2024 In-Context Example Ordering Guided by Label Distributions NAACL 2024 In-Context Example Retrieval from Multi-Perspectives for Few-Shot Aspect-Based Sentiment Analysis COLING 2024