Transfer Learning

On-the-Fly Test-time Adaptation for Medical Image Segmentation MIDL 2023 On the Nature of Discrete Speech Representations in Multilingual Self-supervised Models EACL 2023 On the Off-Target Problem of Zero-Shot Multilingual Neural Machine Translation ACL 2023 On the Power of Pre-training for Generalization in RL: Provable Benefits and Hardness ICML 2023 On the Role of Entanglement and Statistics in Learning NeurIPS 2023 On the Role of Parallel Data in Cross-lingual Transfer Learning ACL 2023 On Transfer of Adversarial Robustness from Pretraining to Downstream Tasks NeurIPS 2023 Oolong: Investigating What Makes Transfer Learning Hard with Controlled Studies EMNLP 2023 OpenDelta: A Plug-and-play Library for Parameter-efficient Adaptation of Pre-trained Models ACL 2023 Open-Vocabulary Object Detection upon Frozen Vision and Language Models ICLR 2023 Open-Vocabulary Point-Cloud Object Detection Without 3D Annotation CVPR 2023 Open-World Multi-Task Control Through Goal-Aware Representation Learning and Adaptive Horizon Prediction CVPR 2023 Optimal Parameter-Transfer Learning by Semiparametric Model Averaging JMLR 2023 Optimizing Crop Management with Reinforcement Learning and Imitation Learning IJCAI 2023 Optimizing Prompts for Text-to-Image Generation NeurIPS 2023 Order Matters in the Presence of Dataset Imbalance for Multilingual Learning NeurIPS 2023 Order-Prompted Tag Sequence Generation for Video Tagging ICCV 2023 Out-of-distribution Detection Learning with Unreliable Out-of-distribution Sources NeurIPS 2023 Overcoming Catastrophic Forgetting in Massively Multilingual Continual Learning ACL 2023 Overwriting Pretrained Bias with Finetuning Data ICCV 2023 OV-PARTS: Towards Open-Vocabulary Part Segmentation NeurIPS 2023 PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts ACL 2023 PALI: A Language Identification Benchmark for Perso-Arabic Scripts EACL 2023 Parallel Corpus for Indigenous Language Translation: Spanish-Mazatec and Spanish-Mixtec ACL 2023 Parameter and Computation Efficient Transfer Learning for Vision-Language Pre-trained Models NeurIPS 2023