Domain Adaptation

OLIVES Dataset: Ophthalmic Labels for Investigating Visual Eye Semantics NeurIPS 2022 Omnivore: A Single Model for Many Visual Modalities CVPR 2022 On Breadth Alone: Improving the Precision of Terminology Extraction Systems on Patent Corpora EMNLP 2022 On Bridging Generic and Personalized Federated Learning for Image Classification ICLR 2022 On Continual Model Refinement in Out-of-Distribution Data Streams ACL 2022 On Distribution Shift in Learning-based Bug Detectors ICML 2022 On learning adaptive acquisition policies for undersampled multi-coil MRI reconstruction MIDL 2022 Online Continual Learning on Class Incremental Blurry Task Configuration with Anytime Inference ICLR 2022 Online ECG Emotion Recognition for Unknown Subjects via Hypergraph-Based Transfer Learning IJCAI 2022 On the Complementarity between Pre-Training and Random-Initialization for Resource-Rich Machine Translation COLING 2022 On the Complementarity of Images and Text for the Expression of Emotions in Social Media ACL 2022 On the Impact of Spurious Correlation for Out-of-Distribution Detection AAAI 2022 On the portability of extractive Question-Answering systems on scientific papers to real-life application scenarios AACL 2022 On the Road to Online Adaptation for Semantic Image Segmentation CVPR 2022 On Transportation of Mini-batches: A Hierarchical Approach ICML 2022 OoDHDR-Codec: Out-of-Distribution Generalization for HDR Image Compression AAAI 2022 Open Challenges in Deep Stereo: The Booster Dataset CVPR 2022 Open-ended Knowledge Tracing for Computer Science Education EMNLP 2022 OpenFWI: Large-scale Multi-structural Benchmark Datasets for Full Waveform Inversion NeurIPS 2022 Open-Sampling: Exploring Out-of-Distribution data for Re-balancing Long-tailed datasets ICML 2022 Open-Set Recognition: A Good Closed-Set Classifier is All You Need ICLR 2022 Open-World Semi-Supervised Learning ICLR 2022 Opinion-based Relational Pivoting for Cross-domain Aspect Term Extraction ACL 2022 Optimal Representations for Covariate Shift ICLR 2022 Optimal Tensor Transport AAAI 2022