Application Areas

Matchings with Group Fairness Constraints: Online and Offline Algorithms IJCAI 2021 MATE-KD: Masked Adversarial TExt, a Companion to Knowledge Distillation ACL 2021 MATE: Multi-view Attention for Table Transformer Efficiency EMNLP 2021 MATILDA - Multi-AnnoTator multi-language InteractiveLight-weight Dialogue Annotator EACL 2021 Matrix encoding networks for neural combinatorial optimization NeurIPS 2021 Matrix Sketching for Secure Collaborative Machine Learning ICML 2021 Maximal Multiverse Learning for Promoting Cross-Task Generalization of Fine-Tuned Language Models EACL 2021 Maximin Fairness with Mixed Divisible and Indivisible Goods AAAI 2021 MaxUp: Lightweight Adversarial Training With Data Augmentation Improves Neural Network Training CVPR 2021 MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation CVPR 2021 mDALU: Multi-Source Domain Adaptation and Label Unification With Partial Datasets ICCV 2021 mDAPT: Multilingual Domain Adaptive Pretraining in a Single Model EMNLP 2021 MDNN: A Multimodal Deep Neural Network for Predicting Drug-Drug Interaction Events IJCAI 2021 Measuring Biases of Word Embeddings: What Similarity Measures and Descriptive Statistics to Use? NAACL 2021 Measuring data leakage in machine-learning models with Fisher information UAI 2021 Measuring Social Biases in Grounded Vision and Language Embeddings NAACL 2021 Measuring Vegetation Density in Marsh Grass Photographs Using Deep Neural Networks (Student Abstract) AAAI 2021 MedAI at SemEval-2021 Task 10: Negation-aware Pre-training for Source-free Negation Detection Domain Adaptation SemEval 2021 MEDA: Meta-Learning with Data Augmentation for Few-Shot Text Classification IJCAI 2021 Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization MLHC 2021 MedNLI Is Not Immune: Natural Language Inference Artifacts in the Clinical Domain ACL 2021 MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection CVPR 2021 Megaverse: Simulating Embodied Agents at One Million Experiences per Second ICML 2021 MeliusNet: An Improved Network Architecture for Binary Neural Networks WACV 2021 Membership Inference Attacks on Deep Regression Models for Neuroimaging MIDL 2021