Domain Adaptation

Addressing Domain Changes in Task-oriented Conversational Agents through Dialogue Adaptation EACL 2023 Addressing Parameter Choice Issues in Unsupervised Domain Adaptation by Aggregation ICLR 2023 A Deep Learning Based Framework for Joint Image Registration and Segmentation of Brain Metastases on Magnetic Resonance Imaging MLHC 2023 A deep learning method trained on synthetic data for digital breast tomosynthesis reconstruction MIDL 2023 A Dialogue System for Assessing Activities of Daily Living: Improving Consistency with Grounded Knowledge ACL 2023 Adjustment and Alignment for Unbiased Open Set Domain Adaptation CVPR 2023 A Domain-Transfer Meta Task Design Paradigm for Few-Shot Slot Tagging AAAI 2023 Adversarial Alignment for Source Free Object Detection AAAI 2023 Adversarial Collaborative Learning on Non-IID Features ICML 2023 Adversarial De-confounding in Individualised Treatment Effects Estimation AISTATS 2023 Adversarial Diffusion Probability Model For Cross-domain Speaker Verification Integrating Contrastive Loss Interspeech 2023 Adversarial Learning for Feature Shift Detection and Correction NeurIPS 2023 Adversarially Masking Synthetic To Mimic Real: Adaptive Noise Injection for Point Cloud Segmentation Adaptation CVPR 2023 Adversarial Multi-task Learning for End-to-end Metaphor Detection ACL 2023 Adversarial Self-Training Improves Robustness and Generalization for Gradual Domain Adaptation NeurIPS 2023 Aesthetically Relevant Image Captioning AAAI 2023 AfriNames: Most ASR Models "Butcher" African Names Interspeech 2023 A General Rank Preserving Framework for Asymmetric Image Retrieval ICLR 2023 AIM: Adapting Image Models for Efficient Video Action Recognition ICLR 2023 AircraftVerse: A Large-Scale Multimodal Dataset of Aerial Vehicle Designs NeurIPS 2023 AI-SNIPS: A Platform for Network Intelligence-Based Pharmaceutical Security AAAI 2023 ALDi: Quantifying the Arabic Level of Dialectness of Text EMNLP 2023 Algorithm-Dependent Bounds for Representation Learning of Multi-Source Domain Adaptation AISTATS 2023 Aligning Speech Enhancement for Improving Downstream Classification Performance Interspeech 2023 Align Your Prompts: Test-Time Prompting with Distribution Alignment for Zero-Shot Generalization NeurIPS 2023