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)

Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training Layers AAAI 2025 Learning Together Securely: Prototype-Based Federated Multi-Modal Hashing for Safe and Efficient Multi-Modal Retrieval AAAI 2025 Learning to Help in Multi-Class Settings ICLR 2025 Learning to Move with Style: Few-Shot Cross-Modal Style Transfer for Creative Robot Motion Generation NeurIPS 2025 Learning-to-Optimize with PAC-Bayesian Guarantees: Theoretical Considerations and Practical Implementation JMLR 2025 Learning to Prompt with Text Only Supervision for Vision-Language Models AAAI 2025 Learning to Reuse Policies in State Evolvable Environments ICML 2025 Learning to vary: Teaching LMs to reproduce human linguistic variability in next-word prediction EMNLP 2025 Learning Unified Distance Metric Across Diverse Data Distributions with Parameter-Efficient Transfer Learning WACV 2025 Learning Visual Grounding from Generative Vision and Language Model WACV 2025 Learning Visual Proxy for Compositional Zero-Shot Learning ICCV 2025 Learning vs Retrieval: The Role of In-Context Examples in Regression with Large Language Models NAACL 2025 LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application AAAI 2025 Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory ACL 2025 Learnware Specification via Dual Alignment ICML 2025 LeCoPCR: Legal Concept-guided Prior Case Retrieval for European Court of Human Rights cases NAACL 2025 Legal Judgment Prediction based on Knowledge-enhanced Multi-Task and Multi-Label Text Classification NAACL 2025 Legal Mathematical Reasoning with LLMs: Procedural Alignment through Two-Stage Reinforcement Learning EMNLP 2025 LEKA: LLM-Enhanced Knowledge Augmentation IJCAI 2025 Lemma Dilemma: On Lemma Generation Without Domain- or Language-Specific Training Data EMNLP 2025 LEMMA: Learning from Errors for MatheMatical Advancement in LLMs ACL 2025 Length-Induced Embedding Collapse in PLM-based Models ACL 2025 Lessons and Insights from a Unifying Study of Parameter-Efficient Fine-Tuning (PEFT) in Visual Recognition CVPR 2025 Let Humanoids Hike! Integrative Skill Development on Complex Trails CVPR 2025 Let’s Play Across Cultures: A Large Multilingual, Multicultural Benchmark for Assessing Language Models’ Understanding of Sports EMNLP 2025