Transfer Learning

Parameter-Efficient Language Model Tuning with Active Learning in Low-Resource Settings EMNLP 2023 Parameter-efficient Tuning of Large-scale Multimodal Foundation Model NeurIPS 2023 Parameter-efficient Weight Ensembling Facilitates Task-level Knowledge Transfer ACL 2023 Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing NeurIPS 2023 Partial Network Cloning CVPR 2023 Parting with Misconceptions about Learning-based Vehicle Motion Planning CoRL 2023 Passive learning of active causal strategies in agents and language models NeurIPS 2023 PASS: Patch Automatic Skip Scheme for Efficient Real-Time Video Perception on Edge Devices AAAI 2023 PateGail: A Privacy-Preserving Mobility Trajectory Generator with Imitation Learning AAAI 2023 PCA-based Multi-Task Learning: a Random Matrix Approach ICML 2023 PEFTDebias : Capturing debiasing information using PEFTs EMNLP 2023 Pengi: An Audio Language Model for Audio Tasks NeurIPS 2023 Periodically Exchange Teacher-Student for Source-Free Object Detection ICCV 2023 PersonalityChat: Conversation Distillation for Personalized Dialog Modeling with Facts and Traits EMNLP 2023 Personalized Adaptation with Pre-trained Speech Encoders for Continuous Emotion Recognition Interspeech 2023 PILLOW: Enhancing Efficient Instruction Fine-tuning via Prompt Matching EMNLP 2023 Pivotal Role of Language Modeling in Recommender Systems: Enriching Task-specific and Task-agnostic Representation Learning ACL 2023 PIVOT: Prompting for Video Continual Learning CVPR 2023 PLEX: Making the Most of the Available Data for Robotic Manipulation Pretraining CoRL 2023 Policy Finetuning in Reinforcement Learning via Design of Experiments using Offline Data NeurIPS 2023 Policy Stitching: Learning Transferable Robot Policies CoRL 2023 PPGenCDR: A Stable and Robust Framework for Privacy-Preserving Cross-Domain Recommendation AAAI 2023 PPi: Pretraining Brain Signal Model for Patient-independent Seizure Detection NeurIPS 2023 PRAM: An End-to-end Prototype-based Representation Alignment Model for Zero-resource Cross-lingual Named Entity Recognition ACL 2023 PRCA: Fitting Black-Box Large Language Models for Retrieval Question Answering via Pluggable Reward-Driven Contextual Adapter EMNLP 2023