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

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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)

Transferable and Principled Efficiency for Open-Vocabulary Segmentation CVPR 2024 Transferable Boltzmann Generators NeurIPS 2024 Transferable Video Moment Localization by Moment-Guided Query Prompting AAAI 2024 TransferCVLM: Transferring Cross-Modal Knowledge for Vision-Language Modeling EMNLP 2024 Transfer Fine-tuning for Quality Estimation of Text Simplification COLING 2024 Transfer Learning for Diffusion Models NeurIPS 2024 Transfer Learning for Latent Variable Network Models NeurIPS 2024 Transfer Learning for Russian Legal Text Simplification COLING 2024 Transfer learning for tensor Gaussian graphical models JMLR 2024 Transfer Learning for Text Classification via Model Risk Analysis EMNLP 2024 Transfer Learning from Whisper for Microscopic Intelligibility Prediction Interspeech 2024 Transfer Learning of Argument Mining in Student Essays NAACL 2024 Transfer Learning with Uncertainty Quantification: Random Effect Calibration of Source to Target (RECaST) JMLR 2024 Transfer Q-star : Principled Decoding for LLM Alignment NeurIPS 2024 Transferring BERT Capabilities from High-Resource to Low-Resource Languages Using Vocabulary Matching COLING 2024 Transferring Learning Trajectories of Neural Networks ICLR 2024 TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities EMNLP 2024 Transformer-based Swedish Semantic Role Labeling through Transfer Learning COLING 2024 Transformers as Game Players: Provable In-context Game-playing Capabilities of Pre-trained Models NeurIPS 2024 Transformers Learn to Achieve Second-Order Convergence Rates for In-Context Linear Regression NeurIPS 2024 Transformer verbatim in-context retrieval across time and scale CoNLL 2024 TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional Regression AISTATS 2024 TRANSIC: Sim-to-Real Policy Transfer by Learning from Online Correction CoRL 2024 Translate to Disambiguate: Zero-shot Multilingual Word Sense Disambiguation with Pretrained Language Models EACL 2024 Translation Errors Significantly Impact Low-Resource Languages in Cross-Lingual Learning EACL 2024