Domain Adaptation

Domain Invariant Learning for Gaussian Processes and Bayesian Exploration AAAI 2024 DomainInv: Domain Invariant Fine Tuning and Adversarial Label Correction For Unsupervised QA Domain Adaptation ACL 2024 Domain Prompt Learning with Quaternion Networks CVPR 2024 Domain-Rectifying Adapter for Cross-Domain Few-Shot Segmentation CVPR 2024 Domain Separation Graph Neural Networks for Saliency Object Ranking CVPR 2024 Domain-Specific Block Selection and Paired-View Pseudo-Labeling for Online Test-Time Adaptation CVPR 2024 Domain-specific or Uncertainty-aware models: Does it really make a difference for biomedical text classification? ACL 2024 Domain-Weighted Batch Sampling for Neural Dependency Parsing COLING 2024 Domain-wise Data Acquisition to Improve Performance under Distribution Shift ICML 2024 Don’t be a Fool: Pooling Strategies in Offensive Language Detection from User-Intended Adversarial Attacks NAACL 2024 DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training ICML 2024 DREAM: Dual Structured Exploration with Mixup for Open-set Graph Domain Adaption ICLR 2024 Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data NeurIPS 2024 DSD-DA: Distillation-based Source Debiasing for Domain Adaptive Object Detection ICML 2024 DSL-FIQA: Assessing Facial Image Quality via Dual-Set Degradation Learning and Landmark-Guided Transformer CVPR 2024 Dual-Consistency Model Inversion for Non-Exemplar Class Incremental Learning CVPR 2024 Dual-path Adaptation of Pretrained Feature Extraction Module for Robust Automatic Speech Recognition Interspeech 2024 Dual-Perspective Knowledge Enrichment for Semi-supervised 3D Object Detection AAAI 2024 Dual-Pipeline with Low-Rank Adaptation for New Language Integration in Multilingual ASR Interspeech 2024 Dual-Prior Augmented Decoding Network for Long Tail Distribution in HOI Detection AAAI 2024 Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models NeurIPS 2024 DualVC 3: Leveraging Language Model Generated Pseudo Context for End-to-end Low Latency Streaming Voice Conversion Interspeech 2024 Dual-Window Multiscale Transformer for Hyperspectral Snapshot Compressive Imaging AAAI 2024 DUQGen: Effective Unsupervised Domain Adaptation of Neural Rankers by Diversifying Synthetic Query Generation NAACL 2024 DWLR: Domain Adaptation under Label Shift for Wearable Sensor IJCAI 2024