Transfer Learning

Expert Data Augmentation in Imitation Learning (Student Abstract) AAAI 2023 Explaining with Contrastive Phrasal Highlighting: A Case Study in Assisting Humans to Detect Translation Differences EMNLP 2023 Exploiting Multiple Abstractions in Episodic RL via Reward Shaping AAAI 2023 Exploiting Network Compressibility and Topology in Zero-Cost NAS AutoML 2023 Exploration in Linear Bandits with Rich Action Sets and its Implications for Inference AISTATS 2023 Exploring and Utilizing Pattern Imbalance CVPR 2023 Exploring Distributional Shifts in Large Language Models for Code Analysis EMNLP 2023 Exploring Image Augmentations for Siamese Representation Learning with Chest X-Rays MIDL 2023 Exploring Model Transferability through the Lens of Potential Energy ICCV 2023 Exploring Structured Semantic Prior for Multi Label Recognition With Incomplete Labels CVPR 2023 Exploring the Impact of Back-End Network on Wav2vec 2.0 for Dialect Identification Interspeech 2023 Exploring the Impact of Layer Normalization for Zero-shot Neural Machine Translation ACL 2023 Exploring the Impact of Model Scaling on Parameter-Efficient Tuning EMNLP 2023 Exploring the Impact of Pretrained Models and Web-Scraped Data for the 2022 NIST Language Recognition Evaluation Interspeech 2023 Exploring the Use of Foundation Models for Named Entity Recognition and Lemmatization Tasks in Slavic Languages EACL 2023 Exploring Transformers as Compact, Data-efficient Language Models CoNLL 2023 Factorised Speaker-environment Adaptive Training of Conformer Speech Recognition Systems Interspeech 2023 Fair Generative Models via Transfer Learning AAAI 2023 Fairness and Representation in Satellite-Based Poverty Maps: Evidence of Urban-Rural Disparities and Their Impacts on Downstream Policy IJCAI 2023 Fake It Till You Make It: Learning Transferable Representations From Synthetic ImageNet Clones CVPR 2023 FAME: Flexible, Scalable Analogy Mappings Engine EMNLP 2023 Fast and Accurate Transferability Measurement by Evaluating Intra-class Feature Variance ICCV 2023 Fast Trainable Projection for Robust Fine-tuning NeurIPS 2023 FD-Align: Feature Discrimination Alignment for Fine-tuning Pre-Trained Models in Few-Shot Learning NeurIPS 2023 Federated Domain Adaptation for Named Entity Recognition via Distilling with Heterogeneous Tag Sets ACL 2023