Transfer Learning

Label-Synchronous Neural Transducer for E2E Simultaneous Speech Translation ACL 2024 LAILab at Chemotimelines 2024: Finetuning sequence-to-sequence language models for temporal relation extraction towards cancer patient undergoing chemotherapy treatment NAACL 2024 LaMPilot: An Open Benchmark Dataset for Autonomous Driving with Language Model Programs CVPR 2024 LANDeRMT: Dectecting and Routing Language-Aware Neurons for Selectively Finetuning LLMs to Machine Translation ACL 2024 LangBridge: Multilingual Reasoning Without Multilingual Supervision ACL 2024 Language is All a Graph Needs EACL 2024 Language Models can Exploit Cross-Task In-context Learning for Data-Scarce Novel Tasks ACL 2024 LAN: Learning to Adapt Noise for Image Denoising CVPR 2024 Large Language Model-Enhanced Algorithm Selection: Towards Comprehensive Algorithm Representation IJCAI 2024 Large Pre-trained time series models for cross-domain Time series analysis tasks NeurIPS 2024 LaSCal: Label-Shift Calibration without target labels NeurIPS 2024 Latent Functional Maps: a spectral framework for representation alignment NeurIPS 2024 LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation ACL 2024 LEAD: Learning Decomposition for Source-free Universal Domain Adaptation CVPR 2024 Learning Accurate and Bidirectional Transformation via Dynamic Embedding Transportation for Cross-Domain Recommendation AAAI 2024 Learning and Transferring Sparse Contextual Bigrams with Linear Transformers NeurIPS 2024 Learning Class and Domain Augmentations for Single-Source Open-Domain Generalization WACV 2024 Learning De-Biased Representations for Remote-Sensing Imagery NeurIPS 2024 Learning from many trajectories JMLR 2024 Learning from Synthetic Human Group Activities CVPR 2024 Learning from Teaching Regularization: Generalizable Correlations Should be Easy to Imitate NeurIPS 2024 Learning Intersections of Halfspaces with Distribution Shift: Improved Algorithms and SQ Lower Bounds COLT 2024 Learning Pronunciation from Other Accents via Pronunciation Knowledge Transfer Interspeech 2024 Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation AAAI 2024 Learning to Correct for QA Reasoning with Black-box LLMs EMNLP 2024