Transfer Learning

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 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 PIRB: A Comprehensive Benchmark of Polish Dense and Hybrid Text Retrieval Methods COLING 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 PLIP: Language-Image Pre-training for Person Representation Learning NeurIPS 2024 PLUG: Leveraging Pivot Language in Cross-Lingual Instruction Tuning ACL 2024 PocketLLM: Enabling On-Device Fine-Tuning for Personalized LLMs ACL 2024 PoCo: Policy Composition from and for Heterogeneous Robot Learning RSS 2024 Point-PEFT: Parameter-Efficient Fine-Tuning for 3D Pre-trained Models AAAI 2024 Poseidon: Efficient Foundation Models for PDEs NeurIPS 2024 Position: Foundation Agents as the Paradigm Shift for Decision Making ICML 2024 Position: Graph Foundation Models Are Already Here ICML 2024 PPEA-Depth: Progressive Parameter-Efficient Adaptation for Self-Supervised Monocular Depth Estimation AAAI 2024 PPPR: Portable Plug-in Prompt Refiner for Text to Audio Generation Interspeech 2024 Practical Bayesian Algorithm Execution via Posterior Sampling NeurIPS 2024 PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment EMNLP 2024 Predicting Client Emotions and Therapist Interventions in Psychotherapy Dialogues EACL 2024 Predicting Item Difficulty and Item Response Time with Scalar-mixed Transformer Encoder Models and Rational Network Regression Heads NAACL 2024 Pre-DyGAE: Pre-training Enhanced Dynamic Graph Autoencoder for Occupational Skill Demand Forecasting IJCAI 2024 Preference Learning Algorithms Do Not Learn Preference Rankings NeurIPS 2024 Pre-trained Feature Fusion and Matching for Mild Cognitive Impairment Detection Interspeech 2024