Transfer Learning

Hybrid RL: Using both offline and online data can make RL efficient ICLR 2023 HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution NeurIPS 2023 Hypernetworks for Zero-Shot Transfer in Reinforcement Learning AAAI 2023 HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks ACL 2023 HyperTuning: Toward Adapting Large Language Models without Back-propagation ICML 2023 Hypothesis Transfer Learning with Surrogate Classification Losses: Generalization Bounds through Algorithmic Stability ICML 2023 I2C-Huelva at SemEval-2023 Task 10: Ensembling Transformers Models for the Detection of Online Sexism SemEval 2023 I2R at SemEval-2023 Task 7: Explanations-driven Ensemble Approach for Natural Language Inference over Clinical Trial Data SemEval 2023 IACS-LRILT: Machine Translation for Low-Resource Indic Languages EMNLP 2023 IAG: Induction-Augmented Generation Framework for Answering Reasoning Questions EMNLP 2023 I Can't Believe There's No Images! Learning Visual Tasks Using only Language Supervision ICCV 2023 i-Code: An Integrative and Composable Multimodal Learning Framework AAAI 2023 IDAS: Intent Discovery with Abstractive Summarization ACL 2023 IDEAL: Query-Efficient Data-Free Learning from Black-Box Models ICLR 2023 Identify Event Causality with Knowledge and Analogy AAAI 2023 Identifying the Correlation Between Language Distance and Cross-Lingual Transfer in a Multilingual Representation Space EACL 2023 Identifying Useful Learnwares for Heterogeneous Label Spaces ICML 2023 ImageNet Pre-training Also Transfers Non-robustness AAAI 2023 Image-Text Pre-Training for Logo Recognition WACV 2023 Imitating Task and Motion Planning with Visuomotor Transformers CoRL 2023 Imitation Learning from Vague Feedback NeurIPS 2023 Improved Bounds for Multi-task Learning with Trace Norm Regularization COLT 2023 Improved Knowledge Transfer for Semi-Supervised Domain Adaptation via Trico Training Strategy ICCV 2023 Improved multi-site Parkinson’s disease classification using neuroimaging data with counterfactual inference MIDL 2023 Improved Visual Fine-tuning with Natural Language Supervision ICCV 2023