Application Areas

DivAug: Plug-In Automated Data Augmentation With Explicit Diversity Maximization ICCV 2021 Divergence Optimization for Noisy Universal Domain Adaptation CVPR 2021 Diverse Adversaries for Mitigating Bias in Training EACL 2021 Diverse Branch Block: Building a Convolution as an Inception-Like Unit CVPR 2021 Diverse Knowledge Distillation for End-to-End Person Search AAAI 2021 Diversifying Sample Generation for Accurate Data-Free Quantization CVPR 2021 Diversity Matters When Learning From Ensembles NeurIPS 2021 DOCTOR: A Simple Method for Detecting Misclassification Errors NeurIPS 2021 Document-Grounded Goal-Oriented Dialogue Systems on Pre-Trained Language Model with Diverse Input Representation ACL 2021 Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus EMNLP 2021 Does enforcing fairness mitigate biases caused by subpopulation shift? NeurIPS 2021 Does enhanced shape bias improve neural network robustness to common corruptions? ICLR 2021 Does External Knowledge Help Explainable Natural Language Inference? Automatic Evaluation vs. Human Ratings EMNLP 2021 Does Invariant Risk Minimization Capture Invariance? AISTATS 2021 Does Knowledge Distillation Really Work? NeurIPS 2021 Does Social Pressure Drive Persuasion in Online Fora? EMNLP 2021 Do Image Classifiers Generalize Across Time? ICCV 2021 Domain Adaptation for Arabic Cross-Domain and Cross-Dialect Sentiment Analysis from Contextualized Word Embedding NAACL 2021 Domain Adaptation for NMT via Filtered Iterative Back-Translation EACL 2021 Domain adaptation in practice: Lessons from a real-world information extraction pipeline EACL 2021 Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation AAAI 2021 Domain adaptation under structural causal models JMLR 2021 Domain Adaptation Using System Invariant Dynamics Models L4DC 2021 Domain Adaptation With Auxiliary Target Domain-Oriented Classifier CVPR 2021 Domain Adaptation with Invariant Representation Learning: What Transformations to Learn? NeurIPS 2021