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

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32

66

53

67

103

206

482

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1,124

1,566

1,867

2,410

2,658

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856

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Papers (including subtopics)

Knowledge-Augmented Question Error Correction for Chinese Question Answer System with QuestionRAG EMNLP 2025 Knowledge Bridger: Towards Training-Free Missing Modality Completion CVPR 2025 Knowledge-enhanced Multimodal ECG Representation Learning with Arbitrary-Lead Inputs EMNLP 2025 Knowledge-Guided Domain Adaptation Model for Transferring Drug Response Prediction from Cell Lines to Patients AAAI 2025 Knowledge-Guided Wasserstein Distributionally Robust Optimization ICML 2025 Knowledge Is Power: Harnessing Large Language Models for Enhanced Cognitive Diagnosis AAAI 2025 Knowledge Memorization and Rumination for Pre-trained Model-based Class-Incremental Learning CVPR 2025 Knowledge Transfer from Interaction Learning ICCV 2025 Konooz: Multi-domain Multi-dialect Corpus for Named Entity Recognition ACL 2025 K-ON: Stacking Knowledge on the Head Layer of Large Language Model AAAI 2025 KostasThesis2025 at SemEval-2025 Task 10 Subtask 2: A Continual Learning Approach to Propaganda Analysis in Online News SemEval 2025 Krey-All WMT 2025 CreoleMT System Description: Language Agnostic Strategies for Low-Resource Translation EMNLP 2025 KS-Lottery: Finding Certified Lottery Tickets for Multilingual Transfer in Large Language Models NAACL 2025 L4: Mutual Learning Helps Lifelong Language Learning EMNLP 2025 Label-Free Backdoor Attacks in Vertical Federated Learning AAAI 2025 Label-Perceptive Adversarial Domain Adaptation for Named Entity Recognition in Traditional Chinese Medicine: Dataset and Approach ACML 2025 Label Set Optimization via Activation Distribution Kurtosis for Zero-Shot Classification with Generative Models EMNLP 2025 LAMA-UT: Language Agnostic Multilingual ASR Through Orthography Unification and Language-Specific Transliteration AAAI 2025 LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles EMNLP 2025 Language-Conditioned Open-Vocabulary Mobile Manipulation with Pretrained Models IJCAI 2025 Language Confusion and Multilingual Performance: A Case Study of Thai-Adapted Large Language Models AACL 2025 Language Dominance in Multilingual Large Language Models EMNLP 2025 Language Guided Concept Bottleneck Models for Interpretable Continual Learning CVPR 2025 Language Imbalance Driven Rewarding for Multilingual Self-improving ICLR 2025 Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes EMNLP 2025