Domain Adaptation

On The Persona-based Summarization of Domain-Specific Documents ACL 2024 On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models ACL 2024 On the Surprising Effectiveness of Attention Transfer for Vision Transformers NeurIPS 2024 On Train-Test Class Overlap and Detection for Image Retrieval CVPR 2024 On Unsupervised Domain Adaptation: Pseudo Label Guided Mixup for Adversarial Prompt Tuning AAAI 2024 OODRobustBench: a Benchmark and Large-Scale Analysis of Adversarial Robustness under Distribution Shift ICML 2024 Open-ended VQA benchmarking of Vision-Language models by exploiting Classification datasets and their semantic hierarchy ICLR 2024 Open-Set Domain Adaptation for Semantic Segmentation CVPR 2024 Open-Set Graph Domain Adaptation via Separate Domain Alignment AAAI 2024 OpenStreetView-5M: The Many Roads to Global Visual Geolocation CVPR 2024 OPERA: Automatic Offline Policy Evaluation with Re-weighted Aggregates of Multiple Estimators NeurIPS 2024 Optical Flow Domain Adaptation via Target Style Transfer WACV 2024 Optimal Aggregation of Prediction Intervals under Unsupervised Domain Shift NeurIPS 2024 Optimal Classification under Performative Distribution Shift NeurIPS 2024 Optimal Graph Learning and Nuclear Norm Maximization for Deep Cross-Domain Robust Label Propagation IJCAI 2024 Optimal Ridge Regularization for Out-of-Distribution Prediction ICML 2024 Optimizing Entity Resolution in Voice Interfaces: An ASR-Aware Entity Reference Expansion Approach EMNLP 2024 Optimizing Multilingual Euphemism Detection using Low-Rank Adaption Within and Across Languages NAACL 2024 OTTER: Effortless Label Distribution Adaptation of Zero-shot Models NeurIPS 2024 Out-of-Distribution Detection with a Single Unconditional Diffusion Model NeurIPS 2024 Out-Of-Distribution Detection with Diversification (Provably) NeurIPS 2024 Out-of-Distribution Detection With Logical Reasoning WACV 2024 Out-of-Domain Dependency Parsing for Dialects of Arabic: A Case Study ACL 2024 Out-of-Domain Generalization in Dynamical Systems Reconstruction ICML 2024 Out of the Ordinary: Spectrally Adapting Regression for Covariate Shift ICML 2024