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)

Acquiring Bidirectionality via Large and Small Language Models COLING 2025 A Cross-Modal Densely Guided Knowledge Distillation Based on Modality Rebalancing Strategy for Enhanced Unimodal Emotion Recognition IJCAI 2025 Act2P: LLM-Driven Online Dialogue Act Classification for Power Analysis ACL 2025 Activation Space Interventions Can Be Transferred Between Large Language Models ICML 2025 Active Large Language Model-Based Knowledge Distillation for Session-Based Recommendation AAAI 2025 Active Learning for Continual Learning: Keeping the Past Alive in the Present ICLR 2025 Active Multimodal Distillation for Few-shot Action Recognition IJCAI 2025 AdaMixT: Adaptive Weighted Mixture of Multi-Scale Expert Transformers for Time Series Forecasting IJCAI 2025 AdaPrefix++: Integrating Adapters Prefixes and Hypernetwork for Continual Learning WACV 2025 AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations ACL 2025 Adapters Selector: Cross-domains and Multi-tasks LoRA Modules Integration Usage Method COLING 2025 AdaptFlow: Adaptive Workflow Optimization via Meta-Learning EMNLP 2025 Adapting by Analogy: OOD Generalization of Visuomotor Policies via Functional Correspondence CoRL 2025 Adapting Falcon3-7B Language Model for Arabic: Methods, Challenges, and Outcomes EMNLP 2025 Adapting In-Domain Few-Shot Segmentation to New Domains without Source Domain Retraining ICCV 2025 Adapting Large Language Models for Movie Domain with Narrative Understanding Tasks CoNLL 2025 Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs AAAI 2025 Adapting to the Unknown: Training-Free Audio-Visual Event Perception with Dynamic Thresholds CVPR 2025 Adapting While Learning: Grounding LLMs for Scientific Problems with Tool Usage Adaptation ICML 2025 Adaptive Client Sampling in Federated Learning via Online Learning with Bandit Feedback JMLR 2025 Adaptive Dataset Quantization AAAI 2025 Adaptive Decision Boundary for Few-Shot Class-Incremental Learning AAAI 2025 Adaptive Energy Alignment for Accelerating Test-Time Adaptation ICLR 2025 Adaptive Few-shot Prompting for Machine Translation with Pre-trained Language Models AAAI 2025 Adaptive Gradient Clipping for Robust Federated Learning ICLR 2025