Transfer Learning

Transferring Knowledge From Large Foundation Models to Small Downstream Models ICML 2024 TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities EMNLP 2024 Transformer as Linear Expansion of Learngene AAAI 2024 Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learner NeurIPS 2024 TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional Regression AISTATS 2024 Translating speech with just images Interspeech 2024 Translation-based Lexicalization Generation and Lexical Gap Detection: Application to Kinship Terms ACL 2024 Tuning Stable Rank Shrinkage: Aiming at the Overlooked Structural Risk in Fine-tuning CVPR 2024 TVE: Learning Meta-attribution for Transferable Vision Explainer ICML 2024 Two Approaches to Diachronic Normalization of Polish Texts EACL 2024 Two-stage LLM Fine-tuning with Less Specialization and More Generalization ICLR 2024 UDParse @ SIGTYP 2024 Shared Task : Modern Language Models for Historical Languages EACL 2024 UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset ACL 2024 UMBCLU at SemEval-2024 Task 1: Semantic Textual Relatedness with and without machine translation SemEval 2024 UMUTeam at SemEval-2024 Task 10: Discovering and Reasoning about Emotions in Conversation using Transformers SemEval 2024 Understanding and Mitigating the Label Noise in Pre-training on Downstream Tasks ICLR 2024 Understanding the effects of language-specific class imbalance in multilingual fine-tuning EACL 2024 Unified Lexical Representation for Interpretable Visual-Language Alignment NeurIPS 2024 Unified Transfer Learning in High-Dimensional Linear Regression AISTATS 2024 Unintended Impacts of LLM Alignment on Global Representation ACL 2024 Universal Semi-Supervised Model Adaptation via Collaborative Consistency Training WACV 2024 Universal Test-Time Adaptation Through Weight Ensembling, Diversity Weighting, and Prior Correction WACV 2024 Unlabeled Debiasing in Downstream Tasks via Class-wise Low Variance Regularization EMNLP 2024 Unleashing the Potential of SAM for Medical Adaptation via Hierarchical Decoding CVPR 2024 Unleashing Unlabeled Data: A Paradigm for Cross-View Geo-Localization CVPR 2024