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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
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'10
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'25

Papers (including subtopics)

Unsupervised Video Domain Adaptation with Masked Pre-Training and Collaborative Self-Training CVPR 2024 Unveiling Imitation Learning: Exploring the impact of Data Falsity to Large Language Model ACL 2024 Unveiling the Generalization Power of Fine-Tuned Large Language Models NAACL 2024 Unveiling the Unknown: Unleashing the Power of Unknown to Known in Open-Set Source-Free Domain Adaptation CVPR 2024 UOUO: Uncontextualized Uncommon Objects for Measuring Knowledge Horizons of Vision Language Models EMNLP 2024 UQA: Corpus for Urdu Question Answering COLING 2024 UQ-Guided Hyperparameter Optimization for Iterative Learners NeurIPS 2024 USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation CVPR 2024 Using Adaptive Bandit Experiments to Increase and Investigate Engagement in Mental Health AAAI 2024 Using In-context Learning to Automate AI Image Generation for a Gamified Text Labelling Task COLING 2024 Using Large Language Models and Recruiter Expertise for Optimized Multilingual Job Offer – Applicant CV Matching IJCAI 2024 Using Large Language Models to Assess Young Students’ Writing Revisions NAACL 2024 Using Large Language Models to Improve Query-based Constraint Acquisition IJCAI 2024 Using RL to Identify Divisive Perspectives Improves LLMs Abilities to Identify Communities on Social Media EMNLP 2024 Using Speech Technology to Test Theories of Phonetic and Phonological Typology COLING 2024 uTeBC-NLP at SemEval-2024 Task 9: Can LLMs be Lateral Thinkers? SemEval 2024 Variational Flow Matching for Graph Generation NeurIPS 2024 Variational Inference for SDEs Driven by Fractional Noise ICLR 2024 Variation Spaces for Multi-Output Neural Networks: Insights on Multi-Task Learning and Network Compression JMLR 2024 VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View AAAI 2024 VertiBench: Advancing Feature Distribution Diversity in Vertical Federated Learning Benchmarks ICLR 2024 VideoLLM-online: Online Video Large Language Model for Streaming Video CVPR 2024 VidLA: Video-Language Alignment at Scale CVPR 2024 View-Category Interactive Sharing Transformer for Incomplete Multi-View Multi-Label Learning CVPR 2024 VIGC: Visual Instruction Generation and Correction AAAI 2024