Domain Adaptation

Merging Facts, Crafting Fallacies: Evaluating the Contradictory Nature of Aggregated Factual Claims in Long-Form Generations ACL 2024 MetaCoCo: A New Few-Shot Classification Benchmark with Spurious Correlation ICLR 2024 Meta-Crafting: Improved Detection of Out-of-Distributed Texts via Crafting Metadata Space (Student Abstract) AAAI 2024 Metaphorical Framing of Refugees, Asylum Seekers and Immigrants in UKs Left and Right-Wing Media EACL 2024 Metaphors in Online Religious Communication: A Detailed Dataset and Cross-Genre Metaphor Detection COLING 2024 MetaPhysiCa: Improving OOD Robustness in Physics-informed Machine Learning ICLR 2024 Metric from Human: Zero-shot Monocular Metric Depth Estimation via Test-time Adaptation NeurIPS 2024 MH-pFLID: Model Heterogeneous personalized Federated Learning via Injection and Distillation for Medical Data Analysis ICML 2024 MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data ICML 2024 Minimax Risk Classifiers for Mislabeled Data: a Study on Patient Outcome Prediction Tasks MLHC 2024 Minimizing f-Divergences by Interpolating Velocity Fields ICML 2024 Misalignment-Robust Frequency Distribution Loss for Image Transformation CVPR 2024 MisinfoEval: Generative AI in the Era of “Alternative Facts” EMNLP 2024 Missing Modality Robustness in Semi-Supervised Multi-Modal Semantic Segmentation WACV 2024 Mitigating Covariate Shift in Behavioral Cloning via Robust Stationary Distribution Correction NeurIPS 2024 Mitigating Covariate Shift in Misspecified Regression with Applications to Reinforcement Learning COLT 2024 Mitigating Privacy Risk in Membership Inference by Convex-Concave Loss ICML 2024 Mitigating Shortcuts in Language Models with Soft Label Encoding COLING 2024 Mitigating the Linguistic Gap with Phonemic Representations for Robust Cross-lingual Transfer EMNLP 2024 Mitigating Translationese in Low-resource Languages: The Storyboard Approach COLING 2024 Mixat: A Data Set of Bilingual Emirati-English Speech COLING 2024 Mixed Children/Adult/Childrenized Fine-Tuning for Children’s ASR: How to Reduce Age Mismatch and Speaking Style Mismatch Interspeech 2024 Mixed Models with Multiple Instance Learning AISTATS 2024 Mixture of neural fields for heterogeneous reconstruction in cryo-EM NeurIPS 2024 Mixup-Induced Domain Extrapolation for Domain Generalization AAAI 2024