Application Areas

High-resource Language-specific Training for Multilingual Neural Machine Translation IJCAI 2022 Hilbert Distillation for Cross-Dimensionality Networks NeurIPS 2022 Homomorphic Matrix Completion NeurIPS 2022 Horses to Zebras: Ontology-Guided Data Augmentation and Synthesis for ICD-9 Coding ACL 2022 Hot-Refresh Model Upgrades with Regression-Free Compatible Training in Image Retrieval ICLR 2022 House of Cans: Covert Transmission of Internal Datasets via Capacity-Aware Neuron Steganography NeurIPS 2022 How Can a Teacher Make Learning From Sparse Data Softer? Application to Business Relation Extraction EMNLP 2022 How fair is your graph? Exploring fairness concerns in neuroimaging studies MLHC 2022 How Far are We from Robust Long Abstractive Summarization? EMNLP 2022 How Gender Debiasing Affects Internal Model Representations, and Why It Matters NAACL 2022 How Hate Speech Varies by Target Identity: A Computational Analysis CoNLL 2022 How Long Is Enough? Exploring the Optimal Intervals of Long-Range Clinical Note Language Modeling EMNLP 2022 How Low Can We Go: Trading Memory for Error in Low-Precision Training ICLR 2022 How Many Observations Are Enough? Knowledge Distillation for Trajectory Forecasting CVPR 2022 How Private Is Your RL Policy? An Inverse RL Based Analysis Framework AAAI 2022 How reparametrization trick broke differentially-private text representation learning ACL 2022 How sensitive are translation systems to extra contexts? Mitigating gender bias in Neural Machine Translation models through relevant contexts. EMNLP 2022 How Tempering Fixes Data Augmentation in Bayesian Neural Networks ICML 2022 How to Adapt Pre-trained Vision-and-Language Models to a Text-only Input? COLING 2022 How to diagnose nanosecond network latencies in rich end-host stacks NSDI 2022 How to Fill the Optimum Set? Population Gradient Descent with Harmless Diversity ICML 2022 How to Listen? Rethinking Visual Sound Localization Interspeech 2022 How to Steer Your Adversary: Targeted and Efficient Model Stealing Defenses with Gradient Redirection ICML 2022 How unfair is private learning? UAI 2022 How well can Text-to-Image Generative Models understand Ethical Natural Language Interventions? EMNLP 2022