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

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32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

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Papers (including subtopics)

Adaptive LoRA Merge with Parameter Pruning for Low-Resource Generation ACL 2025 Adaptive Multi-Faceted Service Capabilities Co-Prediction for Nationwide Terminal Stations in Logistics AAAI 2025 Adaptive Prompt-Based Semantic Embedding with Inspire Potential of Implicit Knowledge for Cross-Modal Retrieval AAAI 2025 Adaptive Prompting for Continual Relation Extraction: A Within-Task Variance Perspective AAAI 2025 Adaptive Schema-aware Event Extraction with Retrieval-Augmented Generation EMNLP 2025 Adaptive teachers for amortized samplers ICLR 2025 Adaptive Tool Use in Large Language Models with Meta-Cognition Trigger ACL 2025 Adapt Once, Thrive with Updates: Transferable Parameter-Efficient Fine-Tuning on Evolving Base Models ACL 2025 AdaptPFL: Unlocking Cross-Device Palmprint Recognition via Adaptive Personalized Federated Learning with Feature Decoupling IJCAI 2025 AdaptThink: Reasoning Models Can Learn When to Think EMNLP 2025 A Data-Centric Revisit of Pre-Trained Vision Models for Robot Learning CVPR 2025 A Data Perspective on Enhanced Identity Preservation for Diffusion Personalization WACV 2025 A Dataset for Expert Reviewer Recommendation with Large Language Models as Zero-shot Rankers COLING 2025 Addressing Imbalanced Domain-Incremental Learning through Dual-Balance Collaborative Experts ICML 2025 ADIOS: Antibody Development via Opponent Shaping ICML 2025 A Distributional Approach to Uncertainty-Aware Preference Alignment Using Offline Demonstrations ICLR 2025 A Diverse and Effective Retrieval-Based Debt Collection System with Expert Knowledge NAACL 2025 Adjusted Expected Improvement for Cumulative Regret Minimization in Noisy Bayesian Optimization JMLR 2025 AdMiT: Adaptive Multi-Source Tuning in Dynamic Environments CVPR 2025 A Domain-Independent Agent Architecture for Adaptive Operation in Evolving Open Worlds AAAI 2025 ADPFedGNN: Adaptive Decoupling Personalized Federated Graph Neural Network IJCAI 2025 Advancing Mathematical Reasoning in Language Models: The Impact of Problem-Solving Data, Data Synthesis Methods, and Training Stages ICLR 2025 Advancing Prompt-Based Methods for Replay-Independent General Continual Learning ICLR 2025 Advancing Reasoning with Off-the-Shelf LLMs: A Semantic Structure Perspective EMNLP 2025 Advancing Subjectivity Detection in Bengali News Articles Using Transformer Models with POS-Aware Features AACL 2025