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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14

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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)

Prompt Learning for Generalized Vehicle Routing IJCAI 2024 Prompt Learning via Meta-Regularization CVPR 2024 Prompt Tuning for Audio Deepfake Detection: Computationally Efficient Test-time Domain Adaptation with Limited Target Dataset Interspeech 2024 Prompt Tuning for Few-shot Relation Extraction via Modeling Global and Local Graphs COLING 2024 Proper Laplacian Representation Learning ICLR 2024 Prophecy Distillation for Boosting Abstractive Summarization COLING 2024 PROSPECT PTMs: Rich Labeled Tandem Mass Spectrometry Dataset of Modified Peptides for Machine Learning in Proteomics NeurIPS 2024 ProS: Prompting-to-simulate Generalized knowledge for Universal Cross-Domain Retrieval CVPR 2024 Protein-ligand binding representation learning from fine-grained interactions ICLR 2024 Protein Multimer Structure Prediction via Prompt Learning ICLR 2024 Proto-MPC: An encoder-prototype-decoder approach for quadrotor control in challenging winds L4DC 2024 Prototype-based Prompt-Instance Interaction with Causal Intervention for Few-shot Event Detection COLING 2024 Provable Mutual Benefits from Federated Learning in Privacy-Sensitive Domains AISTATS 2024 Provable Partially Observable Reinforcement Learning with Privileged Information NeurIPS 2024 Provably Efficient CVaR RL in Low-rank MDPs ICLR 2024 Proving Olympiad Algebraic Inequalities without Human Demonstrations NeurIPS 2024 Proximal Curriculum with Task Correlations for Deep Reinforcement Learning IJCAI 2024 ProxyDet: Synthesizing Proxy Novel Classes via Classwise Mixup for Open-Vocabulary Object Detection AAAI 2024 Pseudo Label Refinery for Unsupervised Domain Adaptation on Cross-dataset 3D Object Detection CVPR 2024 Puer at SemEval-2024 Task 4: Fine-tuning Pre-trained Language Models for Meme Persuasion Technique Detection SemEval 2024 Pushing the Limits of Cross-Embodiment Learning for Manipulation and Navigation RSS 2024 Pushing the Limits of Low-Resource NER Using LLM Artificial Data Generation ACL 2024 QA-based Event Start-Points Ordering for Clinical Temporal Relation Annotation COLING 2024 QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models ICLR 2024 QGFN: Controllable Greediness with Action Values NeurIPS 2024