Domain Adaptation

Automatically Summarizing Evidence from Clinical Trials: A Prototype Highlighting Current Challenges EACL 2023 Automatic Data Augmentation for Domain Adapted Fine-Tuning of Self-Supervised Speech Representations Interspeech 2023 Automatic Exploration of Optimal Data Processing Operations for Sound Data Augmentation Using Improved Differentiable Automatic Data Augmentation Interspeech 2023 Automatic Readability Assessment for Closely Related Languages ACL 2023 Auto Search Indexer for End-to-End Document Retrieval EMNLP 2023 Auxiliary Task-Guided CycleGAN for Black-Box Model Domain Adaptation WACV 2023 AVATAR: A Parallel Corpus for Java-Python Program Translation ACL 2023 Backprop Induced Feature Weighting for Adversarial Domain Adaptation With Iterative Label Distribution Alignment WACV 2023 Back to the Source: Diffusion-Driven Adaptation To Test-Time Corruption CVPR 2023 Balance Act: Mitigating Hubness in Cross-Modal Retrieval with Query and Gallery Banks EMNLP 2023 Balanced Energy Regularization Loss for Out-of-Distribution Detection CVPR 2023 Balanced Product of Calibrated Experts for Long-Tailed Recognition CVPR 2023 Bayesian Calibration of Imperfect Computer Models using Physics-Informed Priors JMLR 2023 Benchmarking Diverse-Modal Entity Linking with Generative Models ACL 2023 Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models NeurIPS 2023 BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval ACL 2023 BERT Goes Off-Topic: Investigating the Domain Transfer Challenge using Genre Classification EMNLP 2023 BERTwich: Extending BERT’s Capabilities to Model Dialectal and Noisy Text EMNLP 2023 Better Practices for Domain Adaptation AutoML 2023 BEVERS: A General, Simple, and Performant Framework for Automatic Fact Verification EACL 2023 Beyond Detection: A Defend-and-Summarize Strategy for Robust and Interpretable Rumor Analysis on Social Media EMNLP 2023 Beyond Flat GelSight Sensors: Simulation of Optical Tactile Sensors of Complex Morphologies for Sim2Real Learning RSS 2023 Beyond In-Domain Scenarios: Robust Density-Aware Calibration ICML 2023 Beyond Invariance: Test-Time Label-Shift Adaptation for Addressing "Spurious" Correlations NeurIPS 2023 Beyond Performative Prediction: Open-environment Learning with Presence of Corruptions AISTATS 2023