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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'15

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'25

Papers (including subtopics)

Learning a Fast Mixing Exogenous Block MDP using a Single Trajectory ICLR 2025 Learning Anatomy-Disease Entangled Representation WACV 2025 Learning Causal Transition Matrix for Instance-dependent Label Noise AAAI 2025 Learning Clustering-based Prototypes for Compositional Zero-Shot Learning ICLR 2025 Learning Concept Prerequisite Relation via Global Knowledge Relation Optimization AAAI 2025 Learning Cross-Domain Representations for Transferable Drug Perturbations on Single-Cell Transcriptional Responses AAAI 2025 Learning Dynamics in Continual Pre-Training for Large Language Models ICML 2025 Learning Dynamics of Meta-Learning in Small Model Pretraining IJCNLP 2025 Learning from Diverse Reasoning Paths with Routing and Collaboration EMNLP 2025 Learning from Negative Samples in Biomedical Generative Entity Linking ACL 2025 Learning from Synchronization: Self-Supervised Uncalibrated Multi-View Person Association in Challenging Scenes CVPR 2025 Learning General-purpose Biomedical Volume Representations using Randomized Synthesis ICLR 2025 Learning Heterogeneous Performance-Fairness Trade-offs in Federated Learning IJCAI 2025 Learning Interpretable Hierarchical Dynamical Systems Models from Time Series Data ICLR 2025 Learning LLM Preference over Intra-Dialogue Pairs: A Framework for Utterance-level Understandings NAACL 2025 Learning local equivariant representations for quantum operators ICLR 2025 Learning Low-Resource Languages Through NLP-Driven Flashcards: A Case Study of Hokkien in Language Learning Applications NAACL 2025 Learning Molecular Representation in a Cell ICLR 2025 Learning More with Less: Self-Supervised Approaches forLow-Resource Speech Emotion Recognition Interspeech 2025 Learning Physics From Video: Unsupervised Physical Parameter Estimation for Continuous Dynamical Systems CVPR 2025 Learning Task Belief Similarity with Latent Dynamics for Meta-Reinforcement Learning ICLR 2025 Learning the Power of "No": Foundation Models with Negations WACV 2025 Learning to Act Anywhere with Task-centric Latent Actions RSS 2025 Learning to Adapt Frozen CLIP for Few-Shot Test-Time Domain Adaptation ICLR 2025 Learning to Extrapolate and Adjust: Two-Stage Meta-Learning for Concept Drift in Online Time Series Forecasting IJCAI 2025