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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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'25

Papers (including subtopics)

Efficient Toxic Content Detection by Bootstrapping and Distilling Large Language Models AAAI 2024 Efficient Transferability Assessment for Selection of Pre-Trained Detectors WACV 2024 EG-NAS: Neural Architecture Search with Fast Evolutionary Exploration AAAI 2024 E-GPS: Explainable Geometry Problem Solving via Top-Down Solver and Bottom-Up Generator CVPR 2024 EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records NeurIPS 2024 EIVEN: Efficient Implicit Attribute Value Extraction using Multimodal LLM NAACL 2024 ELF-UA: Efficient Label-Free User Adaptation in Gaze Estimation IJCAI 2024 Eliciting Better Multilingual Structured Reasoning from LLMs through Code ACL 2024 Eliminating Biased Length Reliance of Direct Preference Optimization via Down-Sampled KL Divergence EMNLP 2024 ELLEN: Extremely Lightly Supervised Learning for Efficient Named Entity Recognition COLING 2024 Emancipating Event Extraction from the Constraints of Long-Tailed Distribution Data Utilizing Large Language Models COLING 2024 Embodied Multi-Modal Agent trained by an LLM from a Parallel TextWorld CVPR 2024 Emergent Communication for Numerical Concepts Generalization AAAI 2024 EmFORE: Learning Email Folder Classification Rules by Demonstration AAAI 2024 EM_Mixers at MEDIQA-CORR 2024: Knowledge-Enhanced Few-Shot In-Context Learning for Medical Error Detection and Correction NAACL 2024 Empowering Large Language Model for Continual Video Question Answering with Collaborative Prompting EMNLP 2024 Emu Edit: Precise Image Editing via Recognition and Generation Tasks CVPR 2024 EMVP: Embracing Visual Foundation Model for Visual Place Recognition with Centroid-Free Probing NeurIPS 2024 Enabling Few-Shot Learning with PID Control: A Layer Adaptive Optimizer ICML 2024 Encodings for Prediction-based Neural Architecture Search ICML 2024 Enhanced Motion-Text Alignment for Image-to-Video Transfer Learning CVPR 2024 Enhancing Agent Learning through World Dynamics Modeling EMNLP 2024 Enhancing Byzantine-Resistant Aggregations with Client Embedding EMNLP 2024 Enhancing Class-Imbalanced Learning with Pre-Trained Guidance through Class-Conditional Knowledge Distillation ICML 2024 Enhancing Code Generation Performance of Smaller Models by Distilling the Reasoning Ability of LLMs COLING 2024