Domain Adaptation

Text-Only Domain Adaptation for End-to-End Speech Recognition through Down-Sampling Acoustic Representation Interspeech 2023 TIPI: Test Time Adaptation With Transformation Invariance CVPR 2023 TOPLight: Lightweight Neural Networks With Task-Oriented Pretraining for Visible-Infrared Recognition CVPR 2023 Toward Re-Identifying Any Animal NeurIPS 2023 Towards Building More Robust NER datasets: An Empirical Study on NER Dataset Bias from a Dataset Difficulty View EMNLP 2023 Towards Domain Generalization for Multi-View 3D Object Detection in Bird-Eye-View CVPR 2023 Towards Effective Instance Discrimination Contrastive Loss for Unsupervised Domain Adaptation ICCV 2023 Towards Stable Test-time Adaptation in Dynamic Wild World ICLR 2023 TTA-COPE: Test-Time Adaptation for Category-Level Object Pose Estimation CVPR 2023 Uncertainty-Aware Alignment Network for Cross-Domain Video-Text Retrieval NeurIPS 2023 UniDAformer: Unified Domain Adaptive Panoptic Segmentation Transformer via Hierarchical Mask Calibration CVPR 2023 Unsupervised Cross-Domain Rumor Detection with Contrastive Learning and Cross-Attention AAAI 2023 Unsupervised Domain Adaptation for Medical Image Segmentation by Selective Entropy Constraints and Adaptive Semantic Alignment AAAI 2023 Unsupervised Domain Adaption With Pixel-Level Discriminator for Image-Aware Layout Generation CVPR 2023 VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions AAAI 2023 Vicinal Risk Minimization for Few-Shot Cross-lingual Transfer in Abusive Language Detection EMNLP 2023 Weakly-Supervised Domain Adaptive Semantic Segmentation With Prototypical Contrastive Learning CVPR 2023 When Neural Networks Fail to Generalize? A Model Sensitivity Perspective AAAI 2023 Zero-Shot Generative Model Adaptation via Image-Specific Prompt Learning CVPR 2023 3DOS: Towards 3D Open Set Learning - Benchmarking and Understanding Semantic Novelty Detection on Point Clouds NeurIPS 2022 A Comparison of Strategies for Source-Free Domain Adaptation ACL 2022 Adaptor: Objective-Centric Adaptation Framework for Language Models ACL 2022 Additive Interventions Yield Robust Multi-Domain Machine Translation Models EMNLP 2022 Adversarial Soft Prompt Tuning for Cross-Domain Sentiment Analysis ACL 2022 Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation AAAI 2022