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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
'5
'10
'15
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'25

Papers (including subtopics)

Hypernetwork Approach to Bayesian MAML (Student Abstract) AAAI 2025 HyperNVD: Accelerating Neural Video Decomposition via Hypernetworks CVPR 2025 HYPEROFA: Expanding LLM Vocabulary to New Languages via Hypernetwork-Based Embedding Initialization ACL 2025 HyperPose: Hypernetwork-Infused Camera Pose Localization and an Extended Cambridge Landmarks Dataset CVPR 2025 IBAS:Imperceptible Backdoor Attacks in Split Learning with Limited Information AAAI 2025 ICLE-RC: International Corpus of Learner English for Relative Clauses ACL 2025 Identify Backdoored Model in Federated Learning via Individual Unlearning WACV 2025 Identifying and Reusing Learnwares Across Different Label Spaces IJCAI 2025 Identifying Cellular Niches in Spatial Transcriptomics: An Investigation into the Capabilities of Large Language Models ACL 2025 IdentifyMe: A Challenging Long-Context Mention Resolution Benchmark for LLMs NAACL 2025 IEGPS-CSIC at SemEval-2025 Task 11: BERT-based approach for Multi-label Emotion Detection in English and Russian texts SemEval 2025 ILIAS: Instance-Level Image retrieval At Scale CVPR 2025 iLostTheCode at SemEval-2025 Task 10: Bottom-up Multilevel Classification of Narrative Taxonomies SemEval 2025 Image-Caption Encoding for Improving Zero-Shot Generalization WACV 2025 ImageGen-CoT: Enhancing Text-to-Image In-context Learning with Chain-of-Thought Reasoning ICCV 2025 ImagineFSL: Self-Supervised Pretraining Matters on Imagined Base Set for VLM-based Few-shot Learning CVPR 2025 Imagine to Hear: Auditory Knowledge Generation can be an Effective Assistant for Language Models ACL 2025 IMFine: 3D Inpainting via Geometry-guided Multi-view Refinement CVPR 2025 IMOL: Incomplete-Modality-Tolerant Learning for Multi-Domain Fake News Video Detection ACL 2025 Impact of ASR Transcriptions on French Spoken Coreference Resolution EMNLP 2025 Implicit Discourse Relation Classification For Nigerian Pidgin COLING 2025 Implicit Hate Target Span Detection in Zero- and Few-Shot Settings with Selective Sub-Billion Parameter Models ACL 2025 Implicit In-context Learning ICLR 2025 Implicit Relative Labeling-Importance Aware Multi-Label Metric Learning AAAI 2025 Implicit Word Reordering with Knowledge Distillation for Cross-Lingual Dependency Parsing AAAI 2025