Transfer Learning

A Closer Look at Few-shot Classification Again ICML 2023 A Closer Look at Model Adaptation using Feature Distortion and Simplicity Bias ICLR 2023 A constrained Bayesian approach to out-of-distribution prediction UAI 2023 A Coupled Flow Approach to Imitation Learning ICML 2023 A Cross-Lingual Study of Homotransphobia on Twitter EACL 2023 Action Inference by Maximising Evidence: Zero-Shot Imitation from Observation with World Models NeurIPS 2023 Active Learning-Based Species Range Estimation NeurIPS 2023 Actively Supervised Clustering for Open Relation Extraction ACL 2023 Actively Testing Your Model While It Learns: Realizing Label-Efficient Learning in Practice NeurIPS 2023 AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation ICML 2023 Adapt and Decompose: Efficient Generalization of Text-to-SQL via Domain Adapted Least-To-Most Prompting EMNLP 2023 Adapter-Based Extension of Multi-Speaker Text-To-Speech Model for New Speakers Interspeech 2023 Adapter Incremental Continual Learning of Efficient Audio Spectrogram Transformers Interspeech 2023 Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning EMNLP 2023 Adapting Offline Speech Translation Models for Streaming with Future-Aware Distillation and Inference EMNLP 2023 Adapting Pre-trained Generative Models for Extractive Question Answering EMNLP 2023 Adapting to Continuous Covariate Shift via Online Density Ratio Estimation NeurIPS 2023 Adaptive End-to-End Metric Learning for Zero-Shot Cross-Domain Slot Filling EMNLP 2023 A Dataset for Learning University STEM Courses at Scale and Generating Questions at a Human Level AAAI 2023 Add and Thin: Diffusion for Temporal Point Processes NeurIPS 2023 Addressing Negative Transfer in Diffusion Models NeurIPS 2023 A deep learning method trained on synthetic data for digital breast tomosynthesis reconstruction MIDL 2023 A Domain-Transfer Meta Task Design Paradigm for Few-Shot Slot Tagging AAAI 2023 AD-TUNING: An Adaptive CHILD-TUNING Approach to Efficient Hyperparameter Optimization of Child Networks for Speech Processing Tasks in the SUPERB Benchmark Interspeech 2023 Advancements in Arabic Grammatical Error Detection and Correction: An Empirical Investigation EMNLP 2023