Application Areas

Hybrid Models for Learning to Branch NeurIPS 2020 HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data EMNLP 2020 Hybrid Transformer/CTC Networks for Hardware Efficient Voice Triggering Interspeech 2020 Hy-NLI: a Hybrid system for Natural Language Inference COLING 2020 Hyperparameter Ensembles for Robustness and Uncertainty Quantification NeurIPS 2020 HyperSTAR: Task-Aware Hyperparameters for Deep Networks CVPR 2020 Hypothesis Testing Interpretations and Renyi Differential Privacy AISTATS 2020 I Am Guessing You Can't Recognize This: Generating Adversarial Images for Object Detection Using Spatial Commonsense (Student Abstract) AAAI 2020 ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping NeurIPS 2020 Identifying and Correcting Label Bias in Machine Learning AISTATS 2020 Identifying and Measuring Annotator Bias Based on Annotators’ Demographic Characteristics EMNLP 2020 Identifying Causal-Effect Inference Failure with Uncertainty-Aware Models NeurIPS 2020 Identifying Medication Abuse and Adverse Effects from Tweets: University of Michigan at #SMM4H 2020 COLING 2020 Identifying Mislabeled Data using the Area Under the Margin Ranking NeurIPS 2020 Identifying Model Weakness with Adversarial Examiner AAAI 2020 Identifying robust markers of Parkinson’s disease in typing behaviour using a CNN-LSTM network CoNLL 2020 Identifying Spurious Correlations for Robust Text Classification EMNLP 2020 iFAN: Image-Instance Full Alignment Networks for Adaptive Object Detection AAAI 2020 IGT2P: From Interlinear Glossed Texts to Paradigms EMNLP 2020 I Know Where You Are Coming From: On the Impact of Social Media Sources on AI Model Performance (Student Abstract) AAAI 2020 ILFO: Adversarial Attack on Adaptive Neural Networks CVPR 2020 Image-Chat: Engaging Grounded Conversations ACL 2020 Image Formation Model Guided Deep Image Super-Resolution AAAI 2020 Image-guided Neural Object Rendering ICLR 2020 Image Hashing via Linear Discriminant Learning WACV 2020