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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12

24

14

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29

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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)

Gradient Inversion Attacks on Parameter-Efficient Fine-Tuning CVPR 2025 GRAIL: Graph Edit Distance and Node Alignment using LLM-Generated Code ICML 2025 GraphBridge: Towards Arbitrary Transfer Learning in GNNs ICLR 2025 GraphICL: Unlocking Graph Learning Potential in LLMs through Structured Prompt Design NAACL 2025 GraphMind: Interactive Novelty Assessment System for Accelerating Scientific Discovery EMNLP 2025 Graph Neural Networks Are More Than Filters: Revisiting and Benchmarking from A Spectral Perspective ICLR 2025 GRASP-ChoQ: Knowledge Graph-Based Retrieval Augmentation for Stance Detection in Political Texts with Chain-of-Questions Reasoning AACL 2025 GRIL: Knowledge Graph Retrieval-Integrated Learning with Large Language Models EMNLP 2025 GRIPF at TSAR 2025 Shared Task Towards controlled CEFR level simplification with the help of inter-model interactions EMNLP 2025 Grounding Open-Domain Knowledge from LLMs to Real-World Reinforcement Learning Tasks: A Survey IJCAI 2025 Grouping Entities with Shared Properties using Multi-Facet Prompting and Property Embeddings EMNLP 2025 GRPO-Guided Modality Selection Enhanced LoRA-Tuned LLMs for Multimodal Emotion Recognition EMNLP 2025 GSID: Generative Semantic Indexing for E-Commerce Product Understanding EMNLP 2025 GTG: Generalizable Trajectory Generation Model for Urban Mobility AAAI 2025 GUI-Bee: Align GUI Action Grounding to Novel Environments via Autonomous Exploration EMNLP 2025 GUIR at SemEval-2025 Task 4: Adaptive Weight Tuning with Gradual Negative Matching for LLM Unlearning SemEval 2025 GVDepth: Zero-Shot Monocular Depth Estimation for Ground Vehicles based on Probabilistic Cue Fusion ICCV 2025 HaCore: Efficient Coreset Construction with Locality Sensitive Hashing for Vertical Federated Learning AAAI 2025 HAMSTER: Hierarchical Action Models for Open-World Robot Manipulation ICLR 2025 Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor CVPR 2025 Harnessing Diversity for Important Data Selection in Pretraining Large Language Models ICLR 2025 Harnessing Language Model for Cross-Heterogeneity Graph Knowledge Transfer AAAI 2025 Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation AAAI 2025 Hate Explained: Evaluating NER-Enriched Text in Human and Machine Moderation of Hate Speech ACL 2025 HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding AAAI 2025