Skip to content
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

4
29
67
1,124
2,486
'5
'10
'15
'20
'25

Papers (including subtopics)

QMP: Q-switch Mixture of Policies for Multi-Task Behavior Sharing ICLR 2025 QMUL at SemEval-2025 Task 11: Explicit Emotion Detection with EmoLex, Feature Engineering, and Threshold-Optimized Multi-Label Classification SemEval 2025 QQSUM: A Novel Task and Model of Quantitative Query-Focused Summarization for Review-based Product Question Answering ACL 2025 Quality Assessment of Tabular Data using Large Language Models and Code Generation EMNLP 2025 Quantum-PEFT: Ultra parameter-efficient fine-tuning ICLR 2025 Query-based Knowledge Transfer for Heterogeneous Learning Environments ICLR 2025 Question-guided Insights Generation for Automated Exploratory Data Analysis AAAI 2025 QUIDS: Query Intent Description for Exploratory Search via Dual Space Modeling EMNLP 2025 R²-CoD: Understanding Text-Graph Complementarity in Relational Reasoning via Knowledge Co-Distillation IJCNLP 2025 RaDeR: Reasoning-aware Dense Retrieval Models EMNLP 2025 RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning Based on Emotional Information ACL 2025 RAGDiffusion: Faithful Cloth Generation via External Knowledge Assimilation ICCV 2025 RAG-Instruct: Boosting LLMs with Diverse Retrieval-Augmented Instructions EMNLP 2025 RAISE: Reinforced Adaptive Instruction Selection For Large Language Models EMNLP 2025 RA-MTR: A Retrieval Augmented Multi-Task Reader based Approach for Inspirational Quote Extraction from Long Documents COLING 2025 Random Registers for Cross-Domain Few-Shot Learning ICML 2025 RANGE: Retrieval Augmented Neural Fields for Multi-Resolution Geo-Embeddings CVPR 2025 RankedCOMET: Elevating a 2022 Baseline to a Top-5 Finish in the WMT 2025 QE Task EMNLP 2025 Ranking-aware adapter for text-driven image ordering with CLIP ICLR 2025 RAR2: Retrieval-Augmented Medical Reasoning via Thought-Driven Retrieval EMNLP 2025 RareCLIP: Rarity-aware Online Zero-shot Industrial Anomaly Detection ICCV 2025 RASTeR: Robust, Agentic, and Structured Temporal Reasoning IJCNLP 2025 RATE-Nav: Region-Aware Termination Enhancement for Zero-shot Object Navigation with Vision-Language Models ACL 2025 Re3Syn: A Dependency-Based Data Synthesis Framework for Long-Context Post-training ACL 2025 Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation RSS 2025