Domain Adaptation

The Data Addition Dilemma MLHC 2024 The Effect of Intrinsic Dataset Properties on Generalization: Unraveling Learning Differences Between Natural and Medical Images ICLR 2024 The Entropy Enigma: Success and Failure of Entropy Minimization ICML 2024 The Implicit Bias of Heterogeneity towards Invariance: A Study of Multi-Environment Matrix Sensing NeurIPS 2024 The Neglected Tails in Vision-Language Models CVPR 2024 The Non-linear F-Design and Applications to Interactive Learning ICML 2024 The Onomastic Repertoire of the Roman d’Alexandre (ORNARE). Designing an Integrated Digital Onomastic Tool for Medieval French Romance COLING 2024 Theoretical Analysis of Learned Database Operations under Distribution Shift through Distribution Learnability ICML 2024 The role of morphosyntactic similarity in generating related sentences NAACL 2024 The SETU-ADAPT Submissions to WMT 2024 Chat Translation Tasks EMNLP 2024 The Use of Phone Categories and Cross-Language Modeling for Phone Alignment of Panãra Interspeech 2024 The Whole is Better than the Sum: Using Aggregated Demonstrations in In-Context Learning for Sequential Recommendation NAACL 2024 Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts CVPR 2024 Three Heads Are Better than One: Improving Cross-Domain NER with Progressive Decomposed Network AAAI 2024 TIAM - A Metric for Evaluating Alignment in Text-to-Image Generation WACV 2024 Time-Series Forecasting for Out-of-Distribution Generalization Using Invariant Learning ICML 2024 Time-Varying LoRA: Towards Effective Cross-Domain Fine-Tuning of Diffusion Models NeurIPS 2024 TIM-UNIGE Translation into Low-Resource Languages of Spain for WMT24 EMNLP 2024 TinyTTA: Efficient Test-time Adaptation via Early-exit Ensembles on Edge Devices NeurIPS 2024 TKGT: Redefinition and A New Way of Text-to-Table Tasks Based on Real World Demands and Knowledge Graphs Augmented LLMs EMNLP 2024 To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question Answering ACL 2024 Together We Can: Multilingual Automatic Post-Editing for Low-Resource Languages EMNLP 2024 Tokenization Matters: Navigating Data-Scarce Tokenization for Gender Inclusive Language Technologies NAACL 2024 Tolerant Algorithms for Learning with Arbitrary Covariate Shift NeurIPS 2024 Tool for Constructing a Large-Scale Corpus of Code Comments and Other Source Code Annotations COLING 2024