Transfer Learning

Federated Graph Learning for Cross-Domain Recommendation NeurIPS 2024 Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and Method NeurIPS 2024 Federated Learning over Connected Modes NeurIPS 2024 Federated Partial Label Learning with Local-Adaptive Augmentation and Regularization AAAI 2024 FedGTST: Boosting Global Transferability of Federated Models via Statistics Tuning NeurIPS 2024 FedLPS: Heterogeneous Federated Learning for Multiple Tasks with Local Parameter Sharing AAAI 2024 FedPFT: Federated Proxy Fine-Tuning of Foundation Models IJCAI 2024 Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark NeurIPS 2024 Few-Shot Learning via Repurposing Ensemble of Black-Box Models AAAI 2024 Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context Learning ACL 2024 FG-Net: Facial Action Unit Detection With Generalizable Pyramidal Features WACV 2024 Findings of WMT 2024 Shared Task on Low-Resource Indic Languages Translation EMNLP 2024 Fine-tuning after Prompting: an Explainable Way for Classification ACL 2024 Fine-Tuning ASR models for Very Low-Resource Languages: A Study on Mvskoke ACL 2024 Fine-tuning CLIP Text Encoders with Two-step Paraphrasing EACL 2024 Fine-Tuning Graph Neural Networks by Preserving Graph Generative Patterns AAAI 2024 Fine-Tuning Language Models on Dutch Protest Event Tweets EACL 2024 Fine-Tuning Language Models on Multiple Datasets for Citation Intention Classification EMNLP 2024 Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice? EMNLP 2024 Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions ICLR 2024 Fine-Tuning Pre-Trained Language Models with Gaze Supervision ACL 2024 Fine-tuning Pre-trained Named Entity Recognition Models For Indian Languages NAACL 2024 Fine-tuning Reinforcement Learning Models is Secretly a Forgetting Mitigation Problem ICML 2024 FIRST: Teach A Reliable Large Language Model Through Efficient Trustworthy Distillation EMNLP 2024 FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations NeurIPS 2024