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

3

2

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12

24

14

20

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

'5

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Papers (including subtopics)

Personalized LoRA for Human-Centered Text Understanding AAAI 2024 Personalized Pieces: Efficient Personalized Large Language Models through Collaborative Efforts EMNLP 2024 pFedClub: Controllable Heterogeneous Model Aggregation for Personalized Federated Learning NeurIPS 2024 Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning NeurIPS 2024 Physics-informed machine learning as a kernel method COLT 2024 PhysPT: Physics-aware Pretrained Transformer for Estimating Human Dynamics from Monocular Videos CVPR 2024 PICSR: Prototype-Informed Cross-Silo Router for Federated Learning (Student Abstract) AAAI 2024 Pin-Tuning: Parameter-Efficient In-Context Tuning for Few-Shot Molecular Property Prediction NeurIPS 2024 PipeNet: Question Answering with Semantic Pruning over Knowledge Graphs NAACL 2024 Pirates at ArabicNLU2024: Enhancing Arabic Word Sense Disambiguation using Transformer-Based Approaches ACL 2024 PIRB: A Comprehensive Benchmark of Polish Dense and Hybrid Text Retrieval Methods COLING 2024 Pixel Matching Network for Cross-Domain Few-Shot Segmentation WACV 2024 PlanNetX: Learning an efficient neural network planner from MPC for longitudinal control L4DC 2024 p-Laplacian Adaptation for Generative Pre-trained Vision-Language Models AAAI 2024 Plausibly Problematic Questions in Multiple-Choice Benchmarks for Commonsense Reasoning EMNLP 2024 PLIP: Language-Image Pre-training for Person Representation Learning NeurIPS 2024 Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents ICLR 2024 PLUG: Leveraging Pivot Language in Cross-Lingual Instruction Tuning ACL 2024 PMRC: Prompt-Based Machine Reading Comprehension for Few-Shot Named Entity Recognition AAAI 2024 PocketLLM: Enabling On-Device Fine-Tuning for Personalized LLMs ACL 2024 PoCo: Policy Composition from and for Heterogeneous Robot Learning RSS 2024 PointAD: Comprehending 3D Anomalies from Points and Pixels for Zero-shot 3D Anomaly Detection NeurIPS 2024 PointPatchMix: Point Cloud Mixing with Patch Scoring AAAI 2024 Point-PEFT: Parameter-Efficient Fine-Tuning for 3D Pre-trained Models AAAI 2024 Point Transformer with Federated Learning for Predicting Breast Cancer HER2 Status from Hematoxylin and Eosin-Stained Whole Slide Images AAAI 2024