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

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'25

Papers (including subtopics)

Controllable Protein Sequence Generation with LLM Preference Optimization AAAI 2025 Controlled Low-Rank Adaptation with Subspace Regularization for Continued Training on Large Language Models ACL 2025 Controlling Participation in Federated Learning with Feedback L4DC 2025 Convergence Analysis of Federated Learning Methods Using Backward Error Analysis AAAI 2025 Converting Annotated Clinical Cases into Structured Case Report Forms ACL 2025 Convolutional LoRA Aggregation for Unseen Tasks Adaptation EMNLP 2025 CoPEFT: Fast Adaptation Framework for Multi-Agent Collaborative Perception with Parameter-Efficient Fine-Tuning AAAI 2025 COPER: Correlation-based Permutations for Multi-View Clustering ICLR 2025 CoPERLex: Content Planning with Event-based Representations for Legal Case Summarization NAACL 2025 COPR: Continual Human Preference Learning via Optimal Policy Regularization ACL 2025 CoRA: Collaborative Information Perception by Large Language Model’s Weights for Recommendation AAAI 2025 CoRAG: Collaborative Retrieval-Augmented Generation NAACL 2025 CoRanking: Collaborative Ranking with Small and Large Ranking Agents EMNLP 2025 Core Knowledge Learning Framework for Graph AAAI 2025 Correlation-Attention Masked Temporal Transformer for User Identity Linkage Using Heterogeneous Mobility Data AAAI 2025 Cost-Effective On-Device Sequential Recommendation with Spiking Neural Networks IJCAI 2025 CoTextor: Training-Free Modular Multilingual Text Editing via Layered Disentanglement and Depth-Aware Fusion NeurIPS 2025 CoU-CU-DSG at BLP-2025 Task 1: Leveraging Weighted Probabilistic Fusion of Language Models for Bangla Hate Speech Detection AACL 2025 Counterexample Guided Program Repair Using Zero-Shot Learning and MaxSAT-based Fault Localization AAAI 2025 Counterfactual Task-augmented Meta-learning for Cold-start Sequential Recommendation AAAI 2025 Covariance-Based Space Regularization for Few-Shot Class Incremental Learning WACV 2025 CPRM: A LLM-based Continual Pre-training Framework for Relevance Modeling in Commercial Search NAACL 2025 CraftFactory: A Conditioned Control Policy Benchmark for Compositional Generalization AAAI 2025 CRAM: Large Scale Video Continual Learning with Bootstrapped Compression ICCV 2025 Creating Coherence in Federated Non-Negative Matrix Factorization AAAI 2025