Domain Adaptation

The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser Error ACL 2022 The HCCL System for the NIST SRE21 Interspeech 2022 The Hitchhiker's Guide to Prior-Shift Adaptation WACV 2022 The Implicit Values of a Good Hand Shake: Handheld Multi-Frame Neural Depth Refinement CVPR 2022 The Norm Must Go On: Dynamic Unsupervised Domain Adaptation by Normalization CVPR 2022 The patient is more dead than alive: exploring the current state of the multi-document summarisation of the biomedical literature ACL 2022 "The Pedestrian Next to the Lamppost" Adaptive Object Graphs for Better Instantaneous Mapping CVPR 2022 The Power and Limitation of Pretraining-Finetuning for Linear Regression under Covariate Shift NeurIPS 2022 The SPECTRANS System Description for the WMT22 Biomedical Task EMNLP 2022 The Trade-offs of Domain Adaptation for Neural Language Models ACL 2022 The Unsurprising Effectiveness of Pre-Trained Vision Models for Control ICML 2022 Time Waits for No One! Analysis and Challenges of Temporal Misalignment NAACL 2022 ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery NeurIPS 2022 To Miss-Attend Is to Misalign! Residual Self-Attentive Feature Alignment for Adapting Object Detectors WACV 2022 Toward learning human-aligned cross-domain robust models by countering misaligned features UAI 2022 Towards Afrocentric NLP for African Languages: Where We Are and Where We Can Go ACL 2022 Towards Cross-Domain Transferability of Text Generation Models for Legal Text EMNLP 2022 Towards Diverse and Faithful One-shot Adaption of Generative Adversarial Networks NeurIPS 2022 Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation CVPR 2022 Towards Improving Calibration in Object Detection Under Domain Shift NeurIPS 2022 Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge EMNLP 2022 Towards Low-Cost and Efficient Malaria Detection CVPR 2022 Towards Multi-Domain Single Image Dehazing via Test-Time Training CVPR 2022 Towards Need-Based Spoken Language Understanding Model Updates: What Have We Learned? EMNLP 2022 Towards Practical Certifiable Patch Defense With Vision Transformer CVPR 2022