Domain Adaptation

Domain-Specificity Inducing Transformers for Source-Free Domain Adaptation ICCV 2023 Domain-specific transformer models for query translation ACL 2023 Do not Mask Randomly: Effective Domain-adaptive Pre-training by Masking In-domain Keywords ACL 2023 Don’t forget the nullspace! Nullspace occupancy as a mechanism for out of distribution failure ICLR 2023 Don't Ignore Alienation and Marginalization: Correlating Fraud Detection IJCAI 2023 Don’t Retrain, Just Rewrite: Countering Adversarial Perturbations by Rewriting Text ACL 2023 Don’t Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters Interspeech 2023 Do Perceptually Aligned Gradients Imply Robustness? ICML 2023 DOTE: Rethinking (Predictive) WAN Traffic Engineering NSDI 2023 Double-Weighting for Covariate Shift Adaptation ICML 2023 Downstream Datasets Make Surprisingly Good Pretraining Corpora ACL 2023 Downstream Task Agnostic Speech Enhancement with Self-Supervised Representation Loss Interspeech 2023 Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection ICML 2023 DRAUC: An Instance-wise Distributionally Robust AUC Optimization Framework NeurIPS 2023 DRAW: Defending Camera-shooted RAW Against Image Manipulation ICCV 2023 DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains ACL 2023 DRIMET: Deep Registration-based 3D Incompressible Motion Estimation in Tagged-MRI with Application to the Tongue MIDL 2023 Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness ICLR 2023 DR-Tune: Improving Fine-tuning of Pretrained Visual Models by Distribution Regularization with Semantic Calibration ICCV 2023 Drug Discovery under Covariate Shift with Domain-Informed Prior Distributions over Functions ICML 2023 DrugOOD: Out-of-Distribution Dataset Curator and Benchmark for AI-Aided Drug Discovery – a Focus on Affinity Prediction Problems with Noise Annotations AAAI 2023 Dual Acoustic Linguistic Self-supervised Representation Learning for Cross-Domain Speech Recognition Interspeech 2023 Dual Alignment Unsupervised Domain Adaptation for Video-Text Retrieval CVPR 2023 Dual-Bridging With Adversarial Noise Generation for Domain Adaptive rPPG Estimation CVPR 2023 Dual-Path Adaptation From Image to Video Transformers CVPR 2023