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

852

1,124

1,566

1,867

2,410

2,658

2,486

856

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Papers (including subtopics)

‘Hello, World!’: Making GNNs Talk with LLMs EMNLP 2025 HePa: Heterogeneous Graph Prompting for All-Level Classification Tasks AAAI 2025 HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning AAAI 2025 HERO: Human-Feedback Efficient Reinforcement Learning for Online Diffusion Model Finetuning ICLR 2025 HeterGP: Bridging Heterogeneity in Graph Neural Networks with Multi-View Prompting AAAI 2025 Heterogeneous Federated Learning with Scalable Server Mixture-of-Experts IJCAI 2025 Heterogeneous Multi-Agent Bandits with Parsimonious Hints AAAI 2025 Hierarchical Cross-Modal Alignment for Open-Vocabulary 3D Object Detection AAAI 2025 Hierarchical Divide-and-Conquer Grouping for Classification Adaptation of Pre-Trained Models ICCV 2025 Hierarchical Document Refinement for Long-context Retrieval-augmented Generation ACL 2025 Hierarchical Material Recognition from Local Appearance ICCV 2025 HiGDA: Hierarchical Graph of Nodes to Learn Local-to-Global Topology for Semi-Supervised Domain Adaptation AAAI 2025 High-Confident Local Structure Guided Consensus Graph Learning For Incomplete Multi-view Clustering IJCAI 2025 HIRAG: Hierarchical-Thought Instruction-Tuning Retrieval-Augmented Generation EMNLP 2025 HITSZ-HLT at SemEval-2025 Task 8: Multi-turn Interactive Code Generation for Question Answering on Tabular Data SemEval 2025 HIT-YOU at TSAR 2025 Shared Task Leveraging Similarity-Based Few-Shot Prompting, Round-Trip Translation, and Self-Refinement for Readability-Controlled Text Simplification EMNLP 2025 HiTZ-Ixa at SemEval-2025 Task 1: Multimodal Idiomatic Language Understanding SemEval 2025 HLU: Human Vs LLM Generated Text Detection Dataset for Urdu at Multiple Granularities COLING 2025 HMCL: Task-Optimal Text Representation Adaptation through Hierarchical Contrastive Learning EMNLP 2025 HMoRA: Making LLMs More Effective with Hierarchical Mixture of LoRA Experts ICLR 2025 HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation ICCV 2025 Holistic Semantic Representation for Navigational Trajectory Generation AAAI 2025 HOPE at TSAR 2025 Shared Task Balancing Control and Complexity in Readability-Controlled Text Simplification EMNLP 2025 Hot-pluggable Federated Learning: Bridging General and Personalized FL via Dynamic Selection ICLR 2025 How Aligned Are Unimodal Language and Graph Encodings of Chemical Molecules? IJCNLP 2025